College of Electrical & Mechanical Engineering
Faculty Muhammad Usman Akram

Muhammad Usman Akram

Professor
Summary

Dr. Muhammad Usman Akram is Professor at College of Electrical & Mechanical Engineering, National University of Sciences & Technology, Pakistan. He Holds a PhD degree in Computer Engineering with specialization in Medical Image Analysis and Machine Learning

Academic Background
PhD (Medical Image And Signal Processing) NUST, Islamabad April 06, 2010 - October 24, 2012
Honours and Awards
Best Researcher Received “Best Researcher Award” from NUST C EME for year 2015 November 10, 2016
Best Young Scholar Received “Best Young Scholar” award for the year 2013/14 from Govt of Pakistan Higher Education Commission (HEC) in the field of engineering and sciences June 24, 2016
BITA Won Best IT Innovation Award 2017 for project titled EKKO December 30, 2017
APICTA Won Gold award in APICTA (Asia Pacific ICT Alliance Awards) 2016 in category of Research & Development of product named ‘Analysis of Optical coherence tomography images for CDSS’, hosted by Chinese TaiPei November 06, 2016
PASHA Won Gold award in [email protected] ICT awards 2016 in category of Research & Development of product named ‘Analysis of Optical coherence tomography images for CDSS’ October 16, 2016
Best Teacher Received “Best University Teacher Award” for the year 2016 from Govt of Pakistan Higher Education Commission (HEC) February 21, 2018
Best Researcher Received “NUST Overall Best Researcher Award” for year 2017 June 25, 2019
Best Innovator Received “Best Innovator Award” from NUST college of EME for year 2018 September 18, 2019
Best Researcher Received “Best Researcher Award” from NUST C EME for year 2019 November 06, 2020
Publications
Angular contrastive distillation driven self-supervised scanner independent screening and grading of retinopathy April 01, 2023 Taimur Hassan, Zhu Li, Muhammad Usman Akram , Irfan Hussain, Kinda Khalaf, Naoufel Werghi, Information Fusion - Volume 92, Pages 404-419
Smart and Automated Infrastructure Management: A Deep Learning Approach for Crack Detection in Bridge Images January 18, 2023 Hina Inam, Naeem Ul Islam, Muhammad Usman Akram, Fahim Ullah, Sustainability - Volume 15, Issue 3, Article Number 1866
Automated grading of chest x-ray images for viral pneumonia with convolutional neural networks ensemble and region of interest localization January 17, 2023 Asad Mansoor Khan, Muhammad Usman Akram , Sajid Nazir, PLoS One - Volume 18, Issue 1, Article Number e0280352
Vision Transformer and Language Model based Radiology Report Generation January 06, 2023 Mashood Mohammad Mohsan , Muhammad Usman Akram , Ghulam Rasool, Norah Saleh Alghamdi, Muhammad Abdullah Aamer Baqai, Muhammad Abbas, IEEE Access - Volume 11, Pages 1814-1824
PCG classification through spectrogram using transfer learning January 01, 2023 Shahid Ismail, Basit Ismail, Imran Siddiqi, Muhammad Usman Akram , Biomedical Signal Processing and Control - Volume 79, Part 1, Article Number 104075
A Deep Learning Based Approach for Grading of Diabetic Retinopathy Using Large Fundus Image Dataset December 01, 2022 Ayesha Mehboob, Muhammad Usman Akram , Norah Saleh Alghamdi, Anum Abdul Salam , Diagnostics - Volume 12, Issue 12, Article Number 3084
Vertebrae localization and spine segmentation on radiographic images for feature-based curvature classification for scoliosis November 30, 2022 Joddat Fatima, Mashood Mohammad Mohsan , Amina Jameel, Muhammad Usman Akram , Adeel Muzaffar Syed, Concurrency and Computation Practice and Experience - Volume 34, Issue 26, Article Number e7300
Knowledge distillation driven instance segmentation for grading prostate cancer November 01, 2022 Taimur Hassan, Muhammad Shafay, Bilal Hassan, Muhammad Usman Akram , AymanElBaz, NaoufelWerghi, Computers in Biology and Medicine - Volume 150, Article Number 106124
Intelligent framework for automated failure prediction, detection, and classification of mission critical autonomous flights October 01, 2022 Muhammad Waqas Ahmad, Muhammad Usman Akram , Rashid Ahmad, Khurram Hameed, Ali Hassan , ISA Transactions - Volume 129, Part A, Pages 355-371
Physical Action Categorization Pertaining to Certain Neurological Disorders Using Machine Learning-Based Signal Analysis June 18, 2022 Asad Mansoor Khan, Sajid Gul Khawaja, Muhammad Usman Akram, Ali Saeed Khan, Book on Biomedical Signals Based Computer-Aided Diagnosis for Neurological Disorders - 1st Edition, Chapter 2, Pages 23-42
Heart rate estimation in PPG signals using Convolutional-Recurrent Regressor June 01, 2022 Shahid Ismail, Imran Siddiqui, Muhammad Usman Akram , Computers in Biology and Medicine - Volume 145, Article Number 105470
Automatic Localization and Segmentation of Vertebrae for Cobb Estimation and Curvature Deformity May 25, 2022 Joddat Fatima, Amina Jameel, Muhammad Usman Akram , Adeel Muzaffar Syed, Malaika Mushtaq, Intelligent Automation and Soft Computing - Volume 34, Issue 3, Pages 1489-1504
EEG-based emotion charting for Parkinson’s disease patients using Convolutional Recurrent Neural Networks and cross dataset learning May 01, 2022 Muhammad Najam Dar, Muhammad Usman Akram , Rajamanickam Yuvaraj , Sajid Gul Khawaja , M. Murugappan, Computers in Biology and Medicine - Volume 144, Article Number 105327
Machine Learning and Signal Processing Based Analysis of sEMG Signals for Daily Action Classification April 20, 2022 Ayesha Sadiq, Sajid Gul Khawaja, Muhammad Usman Akram, Norah Saleh Alghamdi, Aimal Khan, Arsalan Shaukat, IEEE Access - Volume 10, Pages 40506-40516
Glaucoma Detection Using Optical Coherence Tomography Images: A Systematic Review of Clinical and Automated Studies March 20, 2022 Hina Raja, Muhammad Usman Akram , Taimur Hassan, Aneeqa Ramzan, Amtul Aziz, Hira Raja, IETE Journal of Research - Pages 1-21
A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax Using Class-Imbalanced Chest X-Rays Dataset March 16, 2022 Tahira Iqbal, Arslan Shaukat, Muhammad Usman Akram, Abdul Wahab Muzaffar, Zartasha Mustansar, Yung-Cheol Byun, IEEE Access - Volume 10, Pages 27670-27683
Continual Learning Objective for Analyzing Complex Knowledge Representations February 21, 2022 Asad Mansoor Khan, Taimur Hassan, Muhammad Usman Akram , Norah Saleh Alghamdi, Naoufel Werghi, Sensors - Volume 22(4), Article Number 1667
Localization and Edge-based Segmentation of Lumbar Spine Vertebrae to Identify the Deformities Using Deep Learning Models February 17, 2022 Malaika Mushtaq, Muhammad Usman Akram , Norah Saleh Alghamdi, Joddat Fatima, Rao Farhat Masood, Sensors - Volume 22(4), Article Number 1547
A deep learning approach for the classification of TB from NIH CXR dataset February 01, 2022 S. Zainab Yousuf Zaidi, Muhammad Usman Akram , Amina Jameel, Norah Saleh Alghamdi, IET Image Processing - Volume 16, Issue 3, Pages 787-796
Attention based automated radiology report generation using CNN and LSTM January 06, 2022 Mehreen Sirshar, Faheem Khalil Paracha, Muhammad Usman Akram, Norah Saleh Alghamdi, Syeda Zainab Yousuf Zaidi3, Tatheer Fatima, Plos One - Volume 17(1), Article Number e0262209
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning November 04, 2021 Taimur Hassan, Bilal Hassan, Muhammad Usman Akram , Shahrukh Hashmi , Abdel Hakim Taguri, Naoufel Werghi, IEEE Transactions on Instrumentation and Measurement - Volume 70, Article Number: 2516414
Automatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review November 02, 2021 Tahira Iqbal, Arslan Shaukat, Muhammad Usman Akram, Zartasha Mustansar, Aimal Khan, IEEE Access - Volume 9, Pages 145817-145839
Model Predictive Control: Taking the idea of Artificial Pancreas a step forward for Diabetes Management October 01, 2021 Rahmat Ullah Safdar, Muwahida Liaquat, Syed Muhammad Tahir Zaidi, Muhammad Usman Akram, International Journal of Pharma Medicine and Biological Sciences - Volume 10(4), Pages 142-147
Lung Segmentation-Based Pulmonary Disease Classification Using Deep Neural Networks September 15, 2021 S. Zainab Yousuf Zaidi, Muhammad Usman Akram, Amina Jameel, Norah Saleh Alghamdi, IEEE Access - Volume 9, Pages 125202-125214
An incremental learning approach to automatically recognize pulmonary diseases from the multi-vendor chest radiographs July 01, 2021 Mehreen Sirshar, Taimur Hassan, Muhammad Usman Akram, Shoab Ahmad Khan, Computers in Biology and Medicine - Volume 134, Article Number 104435
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression July 01, 2021 Hina Raja, Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi, IEEE Transactions on Biomedical Engineering - Volume 68, Issue 7, Pages 2140-2151
Spinal vertebrae localization and analysis on disproportionality in curvature using radiography - a comprehensive review June 29, 2021 Joddat Fatima, Muhammad Usman Akram, Amina Jameel, Adeel Muzaffar Syed , EURASIP Journal on Image and Video Processing - Volume 2021, Article Number: 23
Capturing the real customer experience based on the parameters in the call detail records June 04, 2021 Nusratullah Khan, Muhammad Usman Akram, Asadullah Shah, Norah Saleh Alghamdi, Shoab Ahmad Khan, Multimedia Tools and Applications - Pages 1-23
Genetic Algorithm Based Automatic Out-Patient Experience Management System (GAPEM) Using RFIDs and Sensors January 15, 2021 Saria Safdar, Shoab Ahmed Khan, Arslan Shaukat, Muhammad Usman Akram, IEEE Access - Volume 9, Pages 8961-8976
Heart rate tracking in Photoplethysmography signals affected by motion artifacts: A review January 11, 2021 Shahid Ismail, Muhammad Usman Akram, Imran Siddiqi, EURASIP Journal on Advances in Signal Processing - Volume 2021, Article Number 5
RAG-FW: A hybrid convolutional framework for the automated extraction of retinal lesions and lesion-influenced grading of human retinal pathology January 01, 2021 Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi, Noman Nazir, IEEE Journal of Biomedical and Health Informatics - Volume 25, Issue 1, Pages 108-120
RIDB: A Dataset of fundus images for retina based person identification December 01, 2020 Muhammad Usman Akram, Anum Abdul Salam , Sajid Gul Khwaja, Gul Hassan Naqvi, Shoab Ahmed Khan, Data in Brief - Volume 33, Article Number 106433
Extraction of Retinal Layers Through Convolution Neural Network (CNN) in an OCT Image for Glaucoma Diagnosis December 01, 2020 Hina Raja, Hina Raja, Muhammad Usman Akram, Arslan Shaukat, Shoab Ahmad Khan, Norah Alghamdi, Norah Alghamdi, Sajid Gul Khawaja, Noman Nazir, Noman Nazir, Journal of Digital Imaging - Volume 33, Pages 1428-1442
sEMG dataset of routine activities December 01, 2020 Asad Mansoor Khan, Sajid Gul Khawaja, Muhammad Usman Akram, Ali Saeed Khan, Data in Brief - Volume 33, Article Number 106543
Neurotransmission cognitive theory: A novel approach for non-invasive brain stimulation using mechanical vibrations for the rehabilitation of neurological patients October 01, 2020 Aliya A. Khan, Shahbaz K. Ranjha, Muhammad Usman Akram , Sajid Gul Khawaja, Arsalan Shaukat, Medical Hypotheses - Volume 143, Article Number 110078
CNN and LSTM-Based Emotion Charting Using Physiological Signals August 14, 2020 Muhammad Najam Dar, Muhammad Usman Akram , Sajid Gul Khawaja, Amit N. Pujari, Sensors - Volume 20, Issue 16, Article Number 4551
Automated diagnosis system for age-related macular degeneration using hybrid features set from fundus images June 26, 2020 Muhammad Usman Akram, Samina Khalid, Tehmina Shehryar, Waqas Ahmed, Marium Sadiq, Mahak Manzoor, Nelam Nosheen, International Journal of Imaging Systems and Technology - Pages 1-17
Analysis of optical coherence tomography images using deep convolutional neural network for maculopathy grading May 15, 2020 Muhammad Usman Akram, Taimur Hasan, Imran Basit, Book on Diabetes and Retinopathy - Volume 2: Computer-Assisted Diagnosis, Chapter 5, Pages 93-108
Data on OCT and Fundus Images for the Detection of Glaucoma April 01, 2020 Hina Raja, Hina Raja, Muhammad Usman Akram , Sajid Gul Khawaja, Muhammad Arslan, Muhammad Arslan, Aneeqa Ramzan, Aneeqa Ramzan, Noman Nazir, Noman Nazir, Data in Brief - Volume 29, Article Number 105342
Improved automated detection of glaucoma by correlating fundus and SD-OCT image analysis February 27, 2020 Tehmina Shehryar, Tehmina Shehryar, Muhammad Usman Akram, Samina Khalid, Samina Khalid, Shamila Nasreen, Shamila Nasreen, Anum Tariq, Anum Tariq, Aqib Perwaiz, Aqib Perwaiz, Arslan Shaukat, International Journal of Imaging Systems and Technologies - Volume 30, Issue 1, Pages 1-20
Improved Automated Detection of Glaucoma by correlating, Fundus and SD-OCT Options February 27, 2020 Tehmina Shehryar, Muhammad Usman Akram, Samina Khalid, Shamila Nasreen , Anum Tariq, Aqib Perwaiz, Arslan Shaukat, International Journal of Imaging Systems and Technology - Pages 1-20
Data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema February 20, 2020 Muhammad Usman Akram, Shahzad Akbar , Shahzad Akbar , Taimur Hassan, Taimur Hassan, Sajid Gul Khawaja, Ubaidullah Yasin, Ubaidullah Yasin, Imran Basit, Imran Basit, Data in Brief - Volume 29, Article Number 105282
Key individual identification using dimensional relevance in the stratum of networks September 09, 2019 Fozia Noor, Muhammad Usman Akram, Asadullah Shah, Shoab Ahmad Khan, Journal of Intelligent & Fuzzy Systems - Volume 37, Issue 2, Pages 2153-2167
Diabetic Retinopathy Detection through Novel Tetragonal Local Octa Patterns and Extreme Learning Machines August 01, 2019 Tahira Nazir, Aun Irtaza, Zain Shabbir, Ali Javed, Usman Akram, Muhammad Tariq Mahmood, Artificial Intelligence in Medicine - Vol 99
Localization and classification of heartbeats using robust adaptive algorithm March 01, 2019 Shahid Ismail Malik, Muhammad Usman Akram, Imran Siddiqi , Biomedical Signal Processing and Control - Volume: 49 Pages: 57-77
Automated glaucoma detection using retinal layers segmentation and optic cup-to-disc ratio in optical coherence tomography images February 28, 2019 Aneeqa Ramzan, Usman Akram, Arslan Shaukat, Sajid Gul Khawaja, Ubaid Ullah Yasin, Wasi Haider Butt, IET Image Processing - Volume 13, Issue 3, Pages 409-420
Automated techniques for blood vessels segmentation through fundus retinal images: A review February 01, 2019 Shahzad Akbar, Muhammad Sharif, Muhammad Usman Akram, Tanzila Saba, Toqeer Mahmood, Mahyar Kolivand, Microscopy Research and Technique - Volume 82, Issue 2
Deep structure tensor graph search framework for automated extraction and characterization of retinal layers and fluid pathology in retinal SD-OCT scans February 01, 2019 Taimur Hassan, Muhammad Usman Akram, Muhammad Furqan Masood, Ubaidullah Yasin, Computers in Biology and Medicine - Volume: 105 Pages: 112-124
CPS-based fully automatic cardiac left ventricle and left atrium segmentation in 3D MRI January 23, 2019 Ibtihaj Ahmad, Farhan Hussain, Shoab Ahmed Khan, Usman Akram, Gwanggil Jeon, Journal of Intelligent & Fuzzy Systems - Volume 36, Issue 5, Pages 4153-4164
A Parallel Architecture for the Partitioning around Medoids (PAM) Algorithm for Scalable Multi-Core Processor Implementation with Applications in Healthcare December 03, 2018 Hassan Mushtaq, Sajid Gul Khawaja, Muhammad Usman Akram, Amanullah Yasin, Muhammad Muzammal, Shehzad Khalid, Shoab Ahmad Khan, Sensors - NULL
Quality Assessment and Classification of Heart Sounds Using PCG Signals November 10, 2018 Qurat-ul-ain Mubarak, Muhammad Usman Akram, Arslan Shaukat, Aneeqa Ramazan, Applications of Intelligent Technologies in Healthcare - pp 1-11
Multilayered Deep Structure Tensor Delaunay Triangulation and Morphing Based Automated Diagnosis and 3D Presentation of Human Macula November 01, 2018 Taimur Hassan, M. Usman Akram, Mahmood Akhtar, Shoab Ahmad Khan, Ubaidullah Yasin, Journal of Medical Systems - NULL
Fundus Images-Based Detection and Grading of Macular Edema Using Robust Macula Localization October 15, 2018 Adeel M. Syed, Muhammad Usman Akram, Tahir Akram, Muhammad Muzammal, Shehzad Khalid, Muazzam Ahmed Khan, IEEE Access - IEEE Access Volume: 6 Pages: 58784-58793
Automated Glaucoma Detection using Retinal Layers Segmentation and Optic Cup to Disc Ratio in OCT Images October 01, 2018 Aneeqa Ramzan, M. Usman Akram, Arslan Shaukat, Sajid Gul Khawaja, Ubaid Ullah Yasin , Haider Butt, IET Image Processing - NULL
Analysis of PCG signals using quality assessment and homomorphic filters for localization and classification of heart sounds October 01, 2018 Qurat-ul-Ain Mubarak, Muhammad Usman Akram, Arslan Shaukat, Farhan Hussain, Sajid Gul Khawaja, Wasi Haider Butt, Computer Methods and Programs in Biomedicine - Volume: 164, Pages 143-157
Structure Tensor Graph Searches Based Fully Automated Grading and 3D Profiling of Maculopathy From Retinal OCT Images August 06, 2018 Taimur Hassan, Muhammad Usman Akram, Arslan Shaukat, Sajid Gul Khawaja, BILAL HASSAN, IEEE Access - Volume 6, Pages 44644-44658
Decision support system for detection of hypertensive retinopathy using arteriovenous ratio July 02, 2018 Shahzad Akbar, Muhammad Usman Akram, Muhammad Sharif, Anam Tariq, Shoab A. Khan, Artificial Intelligence In Medicine - NULL
Localization and classification of heart beats in phonocardiography signals ? a comprehensive review April 27, 2018 Shahid Ismail, Imran Siddiqi, Usman Akram, EURASIP Journal on Advances in Signal Processing - NULL
Deployment of social nets in multilayer model to identify key individuals using majority voting March 28, 2018 Fozia Noor, Asadullah Shah, Mohammad Usman Akram, Shoab Ahmad Khan, KNOWLEDGE AND INFORMATION SYSTEMS - NULL
Melanocytic and nevus lesion detection from diseased dermoscopic images using fuzzy and wavelet techniques March 01, 2018 Uzma Jamil, Shehzad Khalid, M. Usman Akram, Awais Ahmad, Sohail Jabbar, Soft Computing - NULL
Arteriovenous ratio and papilledema based hybrid decision support system for detection and grading of hypertensive retinopathy February 28, 2018 Shahzad Akbar, Muhammad Usman Akram, Muhammad Sharif, Anam Tariq, Ubaid ullah Yasin, Computer Methods and Programs in Biomedicine - Volume 154, Pages 123-141
Detection of Glaucoma Using Cup to Disc Ratio From Spectral Domain Optical Coherence Tomography Images January 09, 2018 TEHMINA KHALIL, M. Usman Akram, HINA RAJA, AMINA JAMEEL, IMRAN BASIT, IEEE Access - NULL
Automated Segmentation and Quantification of Drusen in Fundus and Optical Coherence Tomography Images for Detection of ARMD December 04, 2017 Samina Khalid, M. Usman Akram, Taimur Hassan, Amina Jameel, Tehmina Khali, Journal of Digital Imaging - NULL
Multiprocessor architecture for real-time applications using mean shift clustering November 16, 2017 Amna Tehreem, Sajid Gul Khawaja, Asad Mansoor Khan, Muhammad Usman Akram, Shoab A. Khan, Journal of Real-Time Image Processing - NULL
Improved automated detection of glaucoma from fundus image using hybrid structural and textural features September 14, 2017 Tehmina Khalil, Muhammad Usman Akram, Samina Khalid, Amina Jameel, IET Image Processing - Volume: 11, Issue: 9, Pages 693-700, 14 Sep 2017
Indoor Localization using Improved Weighted Naïve Bayes April 04, 2017 Muhammad Aziz ul haq, Hifsa Irum, Muhammad Usman Akram, International Journal of Computer Science and Information Security - Volume 5. No 4
Fully Automated Robust System to Detect Retinal Edema, Central Serous Chorioretinopathy, and Age Related Macular Degeneration from Optical Coherence Tomography Images March 23, 2017 Samina Khalid, M. Usman Akram, Taimur Hassan, Ammara Nasim, Amina Jameel, BIOMED RESEARCH INTERNATIONAL - Article Number 7148245
Decision Support System for Detection of Papilledema through Fundus Retinal Images March 10, 2017 Shahzad Akbar , Muhammad Usman Akram, Muhammad Sharif , Anam Tariq, JOURNAL OF MEDICAL SYSTEMS - Volume: 41 Issue: 4
A cross layer error control scheme for efficient WLAN multimedia streaming March 02, 2017 Muhammad Usman Akram, Saima Shaheen, Aasia Khanum, Shoab A. Khan, Muhammad Younas Javed , Multimedia Tools and Applications - Multimedia Tools and Applications, Volume 76, Issue 5, Pages 6663-6682, 1 March 2017
Automatic Detection and Classification of Malarial Retinopathy- Associated Retinal Whitening in Digital Retinal Images February 15, 2017 MUHAMMAD USMAN AKRAM, Abu Bakar Nisar Alvi, SHOAB AHMED KHAN, Mehran University Research Journal of Engineering & Technology, - Volume: 36 Issue: 4 Pages: 941-956
Fully automated diagnosis of papilledema through robust extraction of vascular patterns and ocular pathology from fundus photographs February 01, 2017 KHUSH NASEEB FATIMA, TAIMUR HASSAN, M. USMAN AKRAM, MAHMOOD AKHTAR, Wasi Haider Butt, Biomedical Optics Express - Volume 8, Issue 2, Pages 1005-1024
Congestion analysis of pilgrims in Hajj and Umrah congregation using block matching and optical flow January 05, 2017 Sumaiyya Farooq, Shoab A Khan, M Usman Akram, Journal of Physics: Conference Series - Volume 787, 012003
A Comparison of Mean Models and Clustering Techniques for Vertebra Detection and Region Separation from C-Spine X-Rays January 01, 2017 Anum Mehmood, M. Usman Akram, Anum Tariq, Ayesha Fatima, Advances in Science, Technology and Engineering Systems Journal - Vol. 2, No. 3, Pages 1758-1770
Automated diagnosis of macular edema and central serous retinopathy through robust reconstruction of 3D retinal surfaces. December 09, 2016 Muhammad Usman Akram, Adeel M. Syed , Taimur Hassan , Samra Naz, Shehzad Khalid, Computer Methods and Programs in Biomedicine - Volume 137, Pages 1-10
Evaluating the significance of error checksums for wireless video streaming November 01, 2016 Saima Shaheen, Aasia Khannum, M. Usman Akram, Shoab A. Khan, SangHyun Seo, M. Younas Javed, Multimedia Tools and Applications - Volume: 75 Issue: 22 Pages: 14759-14781
Intelligent framework for diagnosis of frozen shoulder using cross sectional survey and case studies October 21, 2016 Humaira Batool, Humaira Batool, M. Usman Akram, Fouzia Batool, Fouzia Batool, Wasi Haider Butt, SpringerPlus - Volume 5
Network-on-Chip based MPSoC architecture for k-mean clustering algorithm October 01, 2016 Sajid Gul Khawaja, Muhammad Usman Akram, Shoab Ahmed Khan, Arslan Shaukat, Saad Rehman, Microprocessors and Microsystems - Volume 46, Part B, Pages 1-10
Diagnosis of Sciatica Based on Cross Sectional Study and Analysis September 19, 2016 Fatima Hussain, Sayyada Humaira Batool, M.Usman Akram, International journal of computer science and information security - Volume 14, No. 9
Segmentation of skin lesion using Cohen–Daubechies–Feauveau biorthogonal wavelet September 19, 2016 Shehzad Khalid, Shehzad Khalid, Uzma Jamil, Uzma Jamil, Kashif Saleem, Kashif Saleem, Waleed Manzoor, M. Usman Akram, Waleed Manzoor, Waqas Ahmed, Waqas Ahmed, Amina Sohail, Amina Sohail, SpringerPlus - Volume 5, Article Number 1603
Automated Detection of Glaucoma using Structural and Non Structural Features September 09, 2016 Anum Abdul Salam, Tehmina Khalil, M. Usman Akram, Amina Jameel, Imran Basit, SpringerPlus - Volume: 5 Article Number: 1519
Vertebra Localization Using Shape Based Analysis and Unsupervised Clustering from X-ray Images August 25, 2016 Anum Mehmood , Muhammad Usman Akram, Mahmood Akhtar, Pakistan Jurnal of Computer and Information Systems - Vol.1, No.1, Pages 13-24
Person identification using vascular and non-vascular retinal features July 01, 2016 Zahra Waheed, M. Usman Akram, Amna Waheed, Muazzam A. Khan, Arslan Shaukat, Mazhar Ishaq, Computers & Electrical Engineering - Volume: 53 Pages: 359-371
Structure tensor based automated detection of macular edema and central serous retinopathy using optical coherence tomography images April 01, 2016 Bilal Hassan, Bilal Hassan, Gulistan Raja, Gulistan Raja, Tamur Hassan, Tamur Hassan, Muhammad Usman Akaram, Journal of the Optical Society of America A-Optics Image Science and Vision - Volume 33, Issue 4, Pages 455-463
Pulmonary Nodules Detection and Classification Using Hybrid Features from Computerized Tomographic Images February 01, 2016 Sheeraz Akram, Muhammad Younus Javed, Usman Akram, Usman Qamar, Ali Hassan, Journal of Medical Imaging and Health Informatics - Volume 6, Number 1, Pages 252-259
Automated segmentation of subretinal layers for the detection of macular edema January 20, 2016 TAIMUR HASSAN, M. USMAN AKRAM, BILAL HASSAN, ADEEL M. SYED, SHAFAAT AHMED BAZAZ5, Applied Optics - Volume 55, Issue 3, Pages 454-461
Computer Based Melanocytic and Nevus Image Enhancement and Segmentation January 01, 2016 Uzma Jamil, Muhammad Usman Akram, Shehzad Khalid, Sarmad Abbas, BioMed Research International - Article Number: 2082589
Improved automated detection of glaucoma from fundus image using hybrid features December 23, 2015 Anum Abdul Salam, Muhammad Usman Akram, Shfaat A. Bazaz, Syed Muhammad Anwar, Kamran Wazir, Imran Basit, Al-Shifa Journal of Opthalmology - Vol.11(2), Pages 103-115
Glaucoma detection using novel optic disc localization, hybrid feature set and classification techniques December 02, 2015 M. Usman Akram, Anam Tariq, Shehzad Khalid, M. Younus Javed, Sarmad Abbas, Ubaid Ullah Yasin, Australasian Physical & Engineering Sciences in Medicine - Volume: 38 Issue: 4 Pages: 643-655
Hybrid Features and Mediods Classification based Robust Segmentation of Blood Vessels October 12, 2015 Amna Waheed, Muhammad Usman Akram, Shehzad Khalid, Zahra Waheed, Muazzam Khattak, Arsalan Shaukat, Journal of Medical System - Volume: 39 Issue: 10
Behaviour recognition using multivariate m-mediod based modelling of motion trajectories October 01, 2015 Shehzad Khalid, Usman Akram, Shahid Razzaq, Multimedia Systems - Volume: 21 Issue: 5 Pages: 485-505
Removal of False Blood Vessels Using Shape Based Features and Image Inpainting July 01, 2015 Amna Waheed, Zahra Waheed, M. Usman Akram, Arslan Shaukat, Journal of Sensors - Article Number 839894
Detection of Laser Marks from Retinal Images for Improved Diagnosis of Diabetic Retinopathy June 17, 2015 Faraz Tahir, M.Usman Akram, Mujahid Abbas, Albab Ahmad Khan, International Journal of Computer Information Systems and Industrial Management Applications - Volume 7 , Pages 131–138
Generation of Retinal Image Mosaic using Weber Local Descriptor June 01, 2015 Daniyal Usmani, Muhammad Usman Akram, Sarmad Abbas, Tanveer Ahmed, Imran Basit, Journal of Information Assurance and Security - Vol.10, Issue 3, Pages 111-119
Designing Area Optimized Application-Specific Network-On-Chip Architectures while Providing Hard QoS Guarantees April 21, 2015 Sajid Gul Khawaja, Mian Hamza Mushtaq, Shoab A. Khan, Muhammad Usman Akram, Habib ullah Jamal, PLoS One - Volume 10, Issue 4, Article Number e0125230
Detection of Abnormal Blood Vessels on Optic Disc for Diagnosis of Proliferative Diabetic Retinopathy January 25, 2015 Israr Ul Haq, Muhammad Usman Akram, Yoshifumi Saijo, Journal of the Institute of Industrial Applications Engineers - Volume 3, No.1, Pages 1-5
A Novel Compression Technique for Multi-Camera Nodes through Directional Correlation January 02, 2015 Saima Shaheen, M. Younus Javed, Muid Mufti, Shehzad Khalid, Aasia Khanum, Shoab Ahmad Khan, M. Usman Akram, INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS - Article Number: 539838
Automated detection of optic disc using vessels tracking August 22, 2014 Israr Ul Haq, Usman Akram, Yoshifumi Saijo, Transactions of Japanese Society for Medical and Biological Engineering - 2014 Volume 52 Issue Supplement Pages O-283-O-284
Covert Network Analysis for Key Player Detection and Event Prediction using a Hybrid Classifier July 20, 2014 Wasi Haider Butt, M. Usman Akram, Shoab Ahmed Khan, Muhammad Younas Javed , Scientific World Journal - Volume 2014, Article ID 615431, 13 pages
Automated detection of exudates and macula for grading of diabetic macular edema April 04, 2014 M. Usman Akram, Anam Tariq, Shoab A. Khan, M. Younus Javed, Computer Methods and Programs in Biomedicine - Volume 114, Issue 2, Pages 141-152
Detection and classification of retinal lesions for grading of diabetic retinopathy February 01, 2014 Muhammad Usman Akram , Shehzad Khalid, Anam Tariq , Shoab Ahmed Khan, Farooque Azam, Computers in Biology and Medicine - Volume 45, Pages 161-171
A Comparison and Evaluation of Computerized Methods for Blood Vessel Enhancement and Segmentation in Retinal Images December 12, 2013 Safia Shabbir, Anam Tariq, M. Usman Akram , International Journal of Future Computer and Communication - Volume 2, Issue. 6
Detection of neovascularization in retinal images using multivariate m-Mediods based classifier September 04, 2013 M. Usman Akram, Shehzad Khalid, Anam Tariq, M. Younus Javed, Computerized Medical Imaging and Graphics - Volume: 37 Issue: 5-6 Pages: 346-357 Special Issue: SI
Automated Detection and Grading of Diabetic Maculopathy in Digital Retinal Images August 01, 2013 Anam Tariq, M. Usman Akram, Arsalan Shaukat, Shoab A. Khan, Journal of Digital Imaging - Volume: 26 Issue: 4 Pages: 803-812
Multilayered thresholding-based blood vessel segmentation for screening of diabetic retinopathy April 04, 2013 M. Usman Akram , Shoab A. Khan, Engineering with Computers - Volume: 29 Issue: 2 Pages: 165-173
A Comparison and Evaluation of Computerized Methods for OD Localization and Detection in Retinal Images January 09, 2013 Kiran Yaseen, Anam Tariq, M. Usman Akram, International Journal of Future Computer and Communication - Volume 2, Issue 6
Identification and classification of microaneurysms for early detection of diabetic retinopathy January 04, 2013 M. Usman Akram, Shehzad Khalid, Shehzad Khalid, Shoab A. Khan, Pattern Recognition - Volume 46, Issue 1, Pages 107-116
Automated Detection of Dark and Bright Lesions in Retinal Images for Early Detection of Diabetic Retinopathy October 01, 2012 MUHAMMAD USMAN AKRAM, Shoab Ahmed Khan, Journal of Medical Systems - Volume: 36 Issue: 5 Pages: 3151-3162
Retinal Image Preprocessing: Background and Noise Segmentation July 09, 2012 Ibaa Jamal, Muhammad Usman Akram, Anam Tariq, Telkomnika - Vol.10, No. 3, Pages 537-544
Automated Detection of Exudates in Colored Retinal Images for Diagnosis of diabetic Retinopathy June 10, 2012 Muhammad Usman Akram, Anam Tariq, M. Almas Anjum, M. Younus Javed, Applied Optics - Volume: 51 Issue: 20 Pages: 4858-4866
Personal identification using ear recognition June 01, 2012 Anam Tariq, M. Usman Akram , Telkomnika - Volume 10, Issue 2, Pages 321-326
An automated System for Liver CT Enhancement and Segmentation October 01, 2010 M. Usman Akram, Aasia Khanum, Khalid Iqbal, ICGST International Journal on Graphics, Vision and Image Processing (GVIP) - Volume 10, Issue 4, Pages 17-22,
Fingerprint image: pre- and post-processing January 08, 2008 Muhammad Usman Akram, Anam Tariq, Shoab A. Khan, Sarwat Nasir, International Journal of Biometrics - Volume. 1, Issue No. 1
Conferences
Dilated Convolution and Residual Network based Convolutional Neural Network for Recognition of Disastrous Events November 14, 2022 - November 15, 2022 Dania Shafique, Muhammad Usman Akram , Taimur Hassan, Tahira Anwar, 2022 IEEE International Symposium on Robotic and Sensors Environments (ROSE) -
MoDLF – A Model-Driven Deep Learning Framework for Autonomous Vehicle Perception (AVP) October 23, 2022 - October 25, 2022 Aon Safdar, Farooque Azam, Muhammad Usman Akram, Yawar Rasheed, Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems -
Analysis of Multimodal Representation Learning Across Medical Images and Reports Using Multiple Vision and Language Pre-Trained Models August 16, 2022 - August 20, 2022 Ahmad Hassan, Mehreen Sirshar, Muhammad Usman Akram , Muhammad Umar Farooq, 2022 19th International Bhurban Conference on Applied Sciences and Technology (IBCAST) -
A Survey On Prevalent Approaches To Predict The Popularity Of Social Content May 24, 2022 - May 26, 2022 Amna Shahid, Muhammad Usman Akram, Anum Abdul Salam , Jahan Zeb, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2) -
Convolutional Neural Network Based Thermal Image Classification May 24, 2022 - May 26, 2022 Qirat Ashfaq, Muhammad Usman Akram , 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2) -
Multimodal Emotion Recognition using Deep Learning Architectures May 24, 2022 - May 26, 2022 Iram Hina, Arsalan Shaukat, Muhammad Usman Akram , 2022 2nd International Conference on Digital Futures and Transformative Technologies, ICoDT2 2022 -
Deep Framework for Predicting COVID-19 and Related Lung diseases using CXR Images May 24, 2022 - May 26, 2022 Wajeeha Fareed, Muhammad Usman Akram, Anum Abdul Salam , Maria Alam, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2) -
Surface EMG Signal Analysis using Hand-Crafted Features for Detection and Classification of GTC seizures May 24, 2022 - May 26, 2022 Maryam Naveed, Dr Sajid Gul Khawaja, Dr Muhammad Usman Akram, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2) -
YAAD: Young Adult’s Affective Data Using Wearable ECG and GSR sensors May 24, 2022 - May 26, 2022 Muhammad Najam Dar, Amna Rahim, Dr Muhammad Usman Akram, Dr Sajid Gul Khawaja, Aqsa Rahim, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2) -
Machine Learning based Theoretical Framework for Failure Prediction, Detection, and Correction of Mission-Critical Flight Software May 24, 2022 - May 26, 2022 Muhammad Waqas Ahmad, Muhammad Usman Akram, Kashif Saghar, Wasi Haider Butt , Rashid Ahmad, Ali Hassan, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2) -
Reconfigurable Architecture for Real-time Decoding of Canonical Huffman Codes May 24, 2022 - May 26, 2022 Rimsha Tariq, Dr Sajid Gul Khawaja, Dr Muhammad Usman Akram, Dr Farhan Hussain, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2) -
An enhanced agile-V model for system engineering in complex medical device development May 24, 2022 - May 26, 2022 Aliya Ashraf, Muhammad Usman Akram, Anum Abdul Salam , Wasi Haider Butt, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2) -
Image Popularity Prediction Over Time For the Span Of 30 Days Using Machine learning Techniques May 24, 2022 - May 26, 2022 Amna Shahid, Muhammad Usman Akram, Anum Abdul Salam , Jahan Zeb, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2) -
A Composite Retinal Fundus and OCT Dataset to Grade Macular and Glaucomatous Disorders May 24, 2022 - May 26, 2022 Taimur Hassan, Hina Raja, Bilal Hassan, Muham, Jorge Dias, Naoufel Wergh, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2) -
Efficient Future Prediction using Neural Network in Vehicular Ad hoc Networks May 09, 2022 - May 11, 2022 Sidra Rashid, Muazzam A Khan, Muhammad Usman Akram , Ali Saeed Khan, 2022 2nd International Conference of Smart Systems and Emerging Technologies (SMARTTECH) -
VGG-UNET for Brain Tumor Segmentation and Ensemble Model for Survival Prediction October 26, 2021 - October 27, 2021 Ali Nawaz, Muhammad Usman Akram, Amad Rizwan Ali, Attique Ur Rehman, Anum Abdul Salam , Jahan Zeb, International Conference on Robotics and Artificial Intelligence (ICRAI) -
Cassava Leaf Disease Classification using Deep Neural Networks October 11, 2021 - October 13, 2021 Alina Maryum, Muhammad Usman Akram, Anum Abdul Salam , IEEE 18th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET) -
Towards Automatic Recognition of Sounds Observed in Daily Living Activity July 23, 2019 - July 25, 2019 Arslan Shaukat, Ammar Younis, Usman Akram, Muhammad Mohsin, Zartasha Mustansar, 18th International IEEE Conference on Brain Informatics and Cognitive Computing -
Visualization: A Tool to Study Nodes in Multi-dimensional Networks July 16, 2019 - July 17, 2019 Fozia Noor, Muhammad Usman Akram, Asadullah Shah, Shoab Ahmad Khan, Intelligent Computing - Proceedings of the Computing Conference -
A Machine Learning Technique to Classify LSST Observed Astronomical Objects Based on Photometric Data June 14, 2019 - June 14, 2019 Asad Mansoor Khan, Muhammad Usman Akram, Sajid Gul Khawaja, Ali Saeed Khan, 2019 6th Swiss Conference on Data Science (SDS) -
Emotion Recognition in Video Clips Using Simple and Extended Center Symmetric LBP May 08, 2019 - May 10, 2019 Zaki Zahid, Arslan Shaukat, Rizwan Ahmed Khan, Muhammad Usman Akram, Yung-Cheol Byun, IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific) -
Unified Methodology for Cloud Storage Providers, APIs and Performance Analysis for Effectiveness of the Approach April 11, 2019 - April 13, 2019 Hira Zahid, Muazzam A. Khan, M Usman Akram, Abdul Wahid, 17 th International Conference on e-Society (ES 2019) -
Unified Methodology for Cloud Storage Providers’ APIs and Performance Analysis for Effectiveness of the Approach April 11, 2019 - April 13, 2019 Hira Zahid, Muazzam A. Khan, Muhammad Usman Akram, Abdul Wahid, Asad W. Malik, 17th International Conference E-Society 2019 -
Person Detection by Fusion of Visible and Thermal Images Using Convolutional Neural Network March 06, 2019 - March 07, 2019 Bushra Khalid, Asad Mansoor Khan, M. Usman Akram, Sherin Batool, 2019 2nd International Conference on Communication, Computing and Digital systems (C-CODE) -
Multi-Label Fake News Detection using Multi-layered Supervised Learning February 23, 2019 - February 25, 2019 Tayyaba Rasool, Wasi Haider Butt, Arslan Shaukat, Muhammad Usman Akram, 2019 11th International Conference on Computer and Automation Engineering -
Analysing Vascular Structure to Determine Intra Retinal MicroVascular Abnormalities (IRMA) December 20, 2018 - December 22, 2018 Rabeeah Ali, Muhammad Usman Akram, 2018 9th Cairo International Biomedical Engineering Conference (CIBEC) -
Hybrid RID Network for Efficient Diagnosis of Tuberculosis from Chest X-rays December 20, 2018 - December 22, 2018 Rabia Rashid, Sajid Gul Khawaja, Muhammad Usman Akram, Asad Mansoor Khan, The 9th Cairo International Biomedical Engineering Conference (CIBEC 2018) -
Robust Detection of Exudates Using Fundus Images November 01, 2018 - November 02, 2018 Adeel M. Syed, M. Usman Akbar, Aleem Ahmed, Joddat Fatima , Usman Akram, 2018 IEEE 21st International Multi-Topic Conference (INMIC) -
Extraction and Analysis of RPE layer from OCT Images for Detection of Age Related Macular Degeneration September 17, 2018 - September 20, 2018 Muhammad Majid Sharif, Muhammad Usman Akram, Asad Waqar Malik, 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom) -
Learning Based Segmentation of Skin Lesion from Dermoscopic Images September 17, 2018 - September 20, 2018 Muhammad Ammar, Sajid Gul Khawaja, Abeera Atif, Muhammad Usman Akram, Muntaha Sakeena, 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom) -
Deep Learning Based Automated Extraction of Intra-Retinal Layers for Analyzing Retinal Abnormalities September 17, 2018 - September 20, 2018 Taimur Hassan, Anam Usman, M. Furqan Masood, Muhammad Usman Akram, 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom) -
Automated Inner Limiting Membrane Segmentation in OCT Retinal Images for Glaucoma Detection July 10, 2018 - July 12, 2018 Aneeqa Ramzan, Muhammad Usman Akram, Javeria Ramzan, Qurat-ul-Ain Mubarak, Anum Abdul Salam, Ubaid Ullah Yasin, Science and Information Conference 2018 -
Automated Inner Limiting Membrane Segmentation in OCT Retinal Images for Glaucoma Detection July 10, 2018 - July 12, 2018 Aneeqa Ramzan, Muhammad Usman Akram, Javeria Ramzan, Qurat-ul-Ain Mubarak, Anum Abdul Salam, Ubaid Ullah Yasin, Science and Information Conference 2018 -
BIOMISA Retinal Image Database for Macular and Ocular Syndromes June 27, 2018 - June 29, 2018 Taimur Hassan, M. Usman Akram, M. Furqan Masood, Ubaidullah Yasin, International Conference Image Analysis and Recognition ICIAR 2018 -
Fully Convolutional Neural Network for Lungs Segmentation from Chest X-Rays June 27, 2018 - June 29, 2018 Rabia Rashid, Muhammad Usman Akram, Taimur Hassan, International Conference Image Analysis and Recognition ICIAR 2018 -
Calculating customer experience management index for telecommunication service using genetic algorithm based weighted attributes May 11, 2018 - May 12, 2018 M. Usman Akram, Shoab Ahmed , Innovative Research and Development (ICIRD), 2018 IEEE International Conference -
Detection of Influential Nodes Using Social Networks Analysis Based On Network Metrics March 03, 2018 - March 04, 2018 Aftab Farooq, Muhammad Usman Akram, Muhammad Uzair, Gulraiz Javaid Joyia, 2018 International Conference on Computing, Mathematics and Engineering Technologies – iCoMET 2018 -
Word spotting using clustering on extracted DCT and DWT features February 22, 2018 - February 23, 2018 Hafiz Adnan Niaz, Muhammad Usman Akram, Usman Akbar, 2018 International Conference on Engineering and Emerging Technologies (ICEET) -
Evolution of Health Level-7: A Survey January 04, 2018 - January 06, 2018 Gulraiz Javaid Joyia, Muhammad Usman Akram, Chaudary Naeem Akbar, Muhammad Furqan Maqsood, International Conference on Software Engineering and Information Management -
Important attributes of customer satisfaction in telecom industry: A survey based study November 29, 2017 - December 01, 2017 Nusratullah Khan, Muhammad Usman Akram, Asadullah Shah, Shoab Ahmad Khan, 4th IEEE International Conference on Engineering Technologies and Applied Sciences (ICETAS) -
Important attributes of customer satisfaction in telecom industry: A survey based study November 29, 2017 - December 01, 2017 Usman Akram, Shoab Ahmed, Engineering Technologies and Applied Sciences (ICETAS), 2017 4th IEEE International Conference -
A Study on Word Spotting Techniques for Document Image Analysis August 13, 2017 - August 16, 2017 Muazzam Khattak, Hafiz Adnan Niaz, Usman Akram, Anam Usman, Awais Rafique, 2nd International Conference on Multimedia Systems and Signal Processing -
An integrated framework for clinical grading of cataract July 19, 2017 - July 21, 2017 Isma Shaheen, M. Usman Akram, 2017 1st International Conference on Next Generation Computing Applications (NextComp) -
Automated Segmentation of Retinal Layers from OCT Images using Structure Tensor and Kernel Regression+GTDP Approach July 19, 2017 - July 21, 2017 Samra Naz, M. Usman Akram, Shoab A. Khan, 2017 1st International Conference on Next Generation Computing Applications (NextComp) -
Clinical and technical perspective of glaucoma detection using OCT and fundus images: A review July 19, 2017 - July 21, 2017 Madiha Naveed, Aneeqa Ramzan, Muhammad Usman Akram, 2017 1st International Conference on Next Generation Computing Applications (NextComp) -
Automated Segmentation of Retinal Layers from OCT Images using Structure Tensor and Kernel Regression+GTDP Approach July 19, 2017 - July 21, 2017 Samra Naz, M. Usman Akram, Shoab A. Khan, 2017 1st International Conference on Next Generation Computing Applications (NextComp) -
An overview of automated glaucoma detection July 18, 2017 - July 20, 2017 Tehmina Khalil, Samina Khalid , Dr. Muhammad Usman Akram, Amina Jameel, Computing Conference, 2017 -
Interview based iterative requirement elicitation for ARMD detection in OCT images July 18, 2017 - July 20, 2017 Samina Khalid, Sadaf Ayaz, Tehmina Khalil, M. Usman Akram, Sadaf Sahar, Computing Conference, 2017 -
AVRDB: annotated dataset for vessel segmentation and calculation of arteriovenous ratio July 17, 2017 - July 20, 2017 Shahzad Akbar, Taimur Hassan, M. Usman Akram, Ubaid Ullah Yasin, Imran Basit, 21st International Conference on Image Processing, Computer Vision and Pattern Recognition (IPCV), Las Vegas, Nevada, USA -
Automatic Gleason Grading of Prostate Cancer using Gabor Filter and Local Binary Patterns July 05, 2017 - July 07, 2017 Tahir Farooq, Arslan Shaukat, M Usman Akram, Omer Waqas, Masood Ahmad, 2017 40th International Conference on Telecommunications and Signal Processing (TSP) -
Automatic Gleason Grading of Prostate Cancer using Gabor Filter and Local Binary Patterns July 05, 2017 - July 07, 2017 Usman Akram, Muhammad Tahir Farooq, Arslan Shaukat, Omer Waqas, Masood Ahmad, 2017 40th International Conference on Telecommunications and Signal Processing (TSP) -
A Study on Word Spotting Techniques for Document Image Analysis July 04, 2017 - July 06, 2017 Hafiz Adnan Niaz, M. Usman Akram, Muazzam A Khan, Anam Usman, Awais Rafique, International Conference on Computer, Software and Modeling -
A practical approach to OCT based classification of Diabetic Macular Edema May 16, 2017 - May 18, 2017 Samra Naz, Taimur Hassan, M. Usman Akram, Shoab A. Khan, Signals and Systems (ICSigSys), 2017 International Conference -
Parallel Architecture for Implementation of Frequent Itemset Mining using FP-Growth May 16, 2017 - May 18, 2017 Amna Tehreem, Sajid Gul Khawaja, Muhammad Usman Akram, Shoab A. Khan, Muhammad Ali , International Conference on Signals and Systems (ICSigSys) -
Benchmark Data Set For Glaucoma Detection With Annotated Cup To Disc Ratio May 16, 2017 - May 18, 2017 Anum Abdul Salam, M.Usman Akram, Haroon Javed, Amna Arouj, Imran Basit, Tariq Shaqur, Sheeraz, Kamran Wazir, 2017 International Conference on Signals and Systems (ICSigSys) -
Practical Approach to OCT based Classification of Diabetic Macular Edema May 16, 2017 - May 18, 2017 Samra Naz, Taimur Hassan, M. Usman Akram, Shoab A. Khan, International Conference on Signals and Systems (ICSigSys) -
Detecting Change from Social Networks using Temporal Analysis of Email Data April 10, 2017 - April 12, 2017 Kajal Nusratullah, Asadullah Shah, Muhammad Usman Akram, Shoab Ahmad Khan, 14th International Conference on Information Technology- New Generations -
Vertebra localization and centroid detection from cervical radiographs March 08, 2017 - March 09, 2017 Anum Mehmood, M. Usman Akram, Anam Tariq, International Conference on Communication, Computing and Digital Systems (C-CODE) -
Comparison of different de-noising techniques for removal of poison noise from cervical X-Rays images March 08, 2017 - March 09, 2017 Muhammad Adeel Asim, Muhammad Usman Akram, Anum Abdul Salam, 2017 International Conference on Communication, Computing and Digital Systems (C-CODE) -
Vertebra localization and centroid detection from cervical radiographs March 08, 2017 - March 09, 2017 Anum Mehmood, M. Usman Akram, Anam Tariq, Communication, Computing and Digital Systems (C-CODE), International Conference -
Comparison of different de-noising techniques for removal of poison noise from cervical X-Rays images. March 08, 2017 - March 09, 2017 Muhammad Adeel Asim, Muhammad Usman Akram, Anum Abdul Salam, Communication, Computing and Digital Systems (C-CODE) -
Hybrid textural feature set based automated diagnosis system for Age Related Macular Degeneration using fundus images March 08, 2017 - March 09, 2017 Samina Khalid, M. Usman Akram , Tehmina Khalil, Communication, Computing and Digital Systems (C-CODE), International Conference -
Hybrid Textural Feature Set Based Automated Diagnosis System for Age Related Macular Degeneration Using Fundus Images March 08, 2017 - March 09, 2017 Samina Khalid, M. Usman Akram, Tehmina Khalil, International Conference on Communication, Computing and Digital Systems (C-CODE) -
Comparison of different de-noising techniques for removal of poison noise from cervical X-Rays images March 08, 2017 - March 09, 2017 Muhammad Adeel Asim, Muhammad Usman Akram, Anum Abdul Salam, Communication, Computing and Digital Systems (C-CODE), International Conference -
Relative Smoothness for Image Layer Separation by Second Order Laplacian Filter January 10, 2017 - January 12, 2017 Muhammad Asif, Muhammad Usman Akram, 5th International Conference on Information and Education Technology -
Implementation and Evaluation of Optimized Algorithm for Software Architectures Analysis through Unsupervised Learning (Clustering) December 19, 2016 - December 21, 2016 Qadeem Khan, Dr. Usman Akram, Wasi Haider Butt, Saad Rehman, 17th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA) -
Automated Segmentation of RPE Layer for the Detection of Age Macular Degeneration using OCT Images December 12, 2016 - December 15, 2016 Samra Naz, Aneeqa Ahmed, M. Usman Akram, Shoab A. Khan, International Conference on Image Processing Theory, Tools and Applications -
A Novel Mean-Shift Architecture for Scalable Multiprocessor Implementation December 06, 2016 - December 07, 2016 Amna Tehreem, Sajid Gul Khawaja, Muhammad Usman Akram, Shoab A. Khan, 2016 Future Technologies Conference (FTC) -
Business Intelligence: Self Adapting and Prioritizing Database Algorithm for Providing Big Data Insight in Domain Knowledge and Processing of Volume based Instructions based on Scheduled and Contextual Shifting of Data December 06, 2016 - December 07, 2016 Mazhar Hameed, Usman Qamar, Usman Akram, 2016 Future Technologies Conference (FTC) -
Imparting Data Knowledge in Discrete Data Volume using Crowded Agent Approach for Multi-Perspective and Visualized Big Data December 06, 2016 - December 07, 2016 Hiba Khalid, Usman Qamar, Usman Akram, 2016 Future Technologies Conference (FTC) -
Imparting Data Knowledge in Discrete Data Volumes using Crowded Agent Approach for Multi-Perspective and Visualized Big Data December 06, 2016 - December 07, 2016 Hiba Khalid, Usman Qamar, Usman Akram, 2016 Future Technologies Conference (FTC) -
A Novel Multiprocessor Architecture for k-means Clustering Algorithm based on Network-on-Chip December 05, 2016 - December 05, 2016 Sajid Gul Khawaja, Muhammad Usman Akram, Shoab A. Khan, Ammar Ajmal, 2016 19th International Multi-Topic Conference (INMIC) -
Unsupervised Neural Network Optimized with Sequential Quadratic Programming for Linear and Non-Linear Dynamical Systems November 21, 2016 - November 24, 2016 Arslan Shaukat, M Usman Akram, M Kashan Basit, Umair Zafar Khan, International Conference on Signal Processing Systems -
Hand Gesture Recognition using color Markers November 21, 2016 - November 23, 2016 Mubashira Zaman, Soweba Rahman, Tooba Rafique, Filza Ali, Muhammad Usman Akram, 16th International Conference on Hybrid Intelligent Systems (HIS 2016) -
Detection of Acoustic Events by using MFCC and Spectro-Temporal Gabor Filterbank Features November 21, 2016 - November 24, 2016 Umair Zafar Khan, M Usman Akram, Ali Hassan, Arslan Shaukat, Muhammad Kashan Basit, Abdul Wahid, 8th International Conference on Signal Processing Systems -
A Novel Architecture for K-means Clustering Algorithm November 21, 2016 - November 23, 2016 Sajid Gul Khawaja, Asad Mansoor Khan, M. Usman Akram, Shoab A. Khan, Third International Afro-European Conference for Industrial Advancement — AECIA 2016 -
Automated Computer Aided Detection of Cataract November 21, 2016 - November 23, 2016 Albab Ahmad Khan, M. Usman Akram, Ahmad Tariq, Faraz Tahir, Kamran Wazir, Third International Afro-European Conference for Industrial Advancement — AECIA -
1D Signal Processing for Improvement of People Counting Estimation Results November 21, 2016 - November 23, 2016 Sumaiyya Farooq, Shoab Ahmed Khan, M. Usman Akram, Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016) -
Separation of Vertebrae Regions from Cervical Radiographs using Inter-Vertebra Distance and Orientation November 21, 2016 - November 23, 2016 Anum Mehmood, M. Usman Akram, Mahmood Akhtar, Anam Usman, 16th International Conference on Hybrid Intelligent Systems (HIS 2016) -
Multicore Framework for Finding Frequent Item-Sets using TDS November 21, 2016 - November 23, 2016 Muhammad Usman Akram, Sajid Gul Khawaja, Amna Tehreem, Shoab Ahmed Khan, 16th International Conference on Hybrid Intelligent Systems (HIS 2016) -
Congestion Analysis of Pilgrism in Hajj and Umrah Congregation using Block Matching and Optical Flow November 18, 2016 - November 20, 2016 Sumaiyya Farooq, Shoab A Khan, Muhammad Usman Akram, 2016 International Conference on Communication, Image and Signal Processing (CCISP 2016) -
Detection of Tuberculosis using Hybrid Features from Chest Radiographs October 29, 2016 - October 31, 2016 Ayesha Fatima, Usman Akram, Mahmood Akhtar, Irrum Shafique, Eighth International Conference on Graphic and Image Processing (ICGIP 2016) -
High Resolution OCT Image Generation using Super Resolution via Sparse Representation October 29, 2016 - October 31, 2016 Muhammad Asif, Muhammad Usman Akram, Taimur Hassan, Arslan shaukat, Razi Waqar, Eighth international conference on graphic and image processing ICGIP 2016 -
Digital Image Preprocessing And Hair Artifact Removal By Using Gabor Wavelet October 23, 2016 - October 26, 2016 Uzam Jamil, Shehzad Khalid, Usman Akram, 2016 International SoC Design Conference (ISOCC) -
Facial Texture Analysis for Recognition of Human Gender October 05, 2016 - October 07, 2016 Zahra Noor, Muhammad Usman Akram, Mahmood Akhtar, Muhammad Saad, KSEM 2016: Knowledge Science, Engineering and Management -
Assessment of Papilledema Using Fundus Images October 04, 2016 - October 06, 2016 Usman Ali, Kamran Yousaf, Muhammad Usman Akram, Shahzad Amin Sheikh, 2016 IEEE International Conference on Imaging Systems and Techniques (IST) -
Classification of Vessels as Arteries Verses Veins Using Hybrid Features for Diagnosis of Hypertensive Retinopathy October 04, 2016 - October 06, 2016 Samra Irshad, Muhammad Ahmad, M. Usman Akram, Asad Waqar Malik, Sarmad Abbas, IEEE International Conference on Imaging Systems and Techniques (IST) -
Assessment of papilledema using fundus-images October 04, 2016 - October 06, 2016 Shahzad Amin Sheikh, Kamran Yousaf, Muhammad Usman Akram, Usman Ali, 2016 IEEE International Conference on Imaging Systems and Techniques (IST) -
A Surrogate Channel Based Analysis of EEG Signals for Detection of Epileptic Seizure October 04, 2016 - October 06, 2016 Saqib Ejaz, Sajid Gul Khawaja, Muazzam A. Khan, M. Usman Akram, 2016 IEEE International Conference on Imaging Systems and Techniques (IST) -
Comparison of Noise Removal Algorithms on Optical Coherence Tomography (OCT) Image October 04, 2016 - October 06, 2016 Asim Altaf Shah, M. Mohsin Malik, M. Usman Akram, Shafaat A. Bazaz, 2016 IEEE International Conference on Imaging Systems and Techniques (IST) -
Comparative Analysis of Texture Descriptors for Classification October 02, 2016 - October 04, 2016 Masood Ahmed, Arslan Shaukat, M Usman Akram, 2016 IEEE International Conference on Imaging Systems and Techniques (IST) -
DermoscopicImage Enhancement and Hair Artifact Removal using Gabor Wavelet August 24, 2016 - August 26, 2016 Uzma Jamil, Dr. Shehzad Khalid, Dr. M.UsmanAkram, 2016 Sixth International Conference on Innovative Computing Technology (INTECH) -
Dermoscopic Feature Analysis for Melanoma Recognition and Prevention August 24, 2016 - August 26, 2016 Uzma Jamil, Dr. Shehzad Khalid, Dr. M.Usman Akram, 2016 Sixth International Conference on Innovative Computing Technology (INTECH) -
Automatic Urdu Speech Recognition using Hidden Markov Model August 03, 2016 - August 05, 2016 Asadullah, Arslan Shaukat, M Usman Akram, Hazrat Ali, 5th International Conference on Image, Vision and Computing held from 03-05 Aug 2016 in UK -
Differentiation of Blood Vessels in Retina into Arteries and Veins Using Neural Network April 11, 2016 - April 12, 2016 Lubna Ayub, Abdul samad khan, Javeria Ayub, Sara Ayub, Usman Akram, Samra irshad, Imran Basit, 2016 International Conference on Computing, Electronic and Electrical Engineering (ICE Cube) -
Online signature verification using segmented local features April 11, 2016 - April 12, 2016 Madiha Tahir, Usman Akram, Muhammad Arslan Idris, International Conference on Computing, Electronic and Electrical Engineering (ICE Cube) -
Glaucoma Detection through Optic Disc and Cup Segmentation using K-mean Clustering April 11, 2016 - April 12, 2016 Javeria Ayub, Jamil Ahmad, Jan Muhammad, Lubna Aziz, Sara Ayub, Usman Akram, Imran Basit, 2016 International Conference on Computing, Electronic and Electrical Engineering (ICE Cube) -
DeVANET: Decentralized Software-Defined VANET Architecture April 04, 2016 - April 08, 2016 Afza Kazmi, Muazzam A. Khan, M. Usman Akram, 2016 IEEE International Conference on Cloud Engineering Workshop (IC2EW) -
Anemia Detection using Image Processing March 03, 2016 - March 05, 2016 Attia Irum, M. Usman Akram, Sara Ayub, Saima Waseem, M.Junaid Khan, The International Conference on Digital Information Processing, Electronics, and Wireless Communications (DIPEWC2016) -
Liver Image Analysis Using Color and Texture Descriptors March 02, 2016 - March 04, 2016 M. Usman Akram, Madiha Naveed, Muazzam A. Khan, Sarah Gul, International Conference on Digital Information Processing, Electronics, and Wireless Communications (DIPEWC2016) -
A robust non-vascular retina recognition system using structural features of retinal image January 12, 2016 - January 16, 2016 Zahra Waheed, Amna Waheed, M. Usman Akram, 13th International Bhurban Conference on Applied Sciences and Technology (IBCAST) -
Crackle Separation and Classification from Normal Respiratory Sounds using Gaussian Mixture Model December 18, 2015 - December 20, 2015 Syed Osama Maruf, M. Usama Azhar, Sajid Gul Khawaja, M. Usman Akram, 2015 IEEE 10th International Conference on Industrial and Information Systems (ICIIS) -
Survey Based Analysis of Internet of Things Based Architectural Framework for Hospital Management System December 14, 2015 - December 16, 2015 Amna Pir, Muhammad Usman Akram, Muazzam A. Khan, 2015 13th International Conference on Frontiers of Information Technology (FIT) -
Autonomous Glaucoma detection from fundus image using cup to disc ratio and hybrid features December 07, 2015 - December 10, 2015 Anum Abdul Salam, Muhammad Usman Akram, Kamran Wazir, Syed Muhammad Anwar, Muhammad Majid, 2015 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) -
Robust Extraction of Blood Vessels for Retinal Recognition November 15, 2015 - November 17, 2015 Zahra Waheed, Muhammad Usman Akram, Amna Waheed, Arslan Shaukat, 2015 Second International Conference on Information Security and Cyber Forensics (InfoSec) -
ECG Biometric Identification for General Population using Multiresolution Analysis of DWT based Features November 15, 2015 - November 17, 2015 Muhammad Najam Dar, Muhammad Usman Akram, Anam Usman, Shoab Ahmad Khan, 2015 Second International Conference on Information Security and Cyber Forensics (InfoSec) -
Online Signature Verification using Hybrid Features November 15, 2015 - November 17, 2015 Madiha Tahir, M. Usman Akram, 2015 Second International Conference on Information Security and Cyber Forensics (InfoSec) -
Optic Disc Localization using Local Vessel Based Features and Support Vector Machine November 02, 2015 - November 04, 2015 Anum Abdul Salam, Muhammad Usman Akram, Sarmad Abbas, Syed M. Anwar, 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE) -
Detection of Retinal Whitening, Cotton Wool Spots and Retinal Hemorrhages for Diagnosis of Malarial Retinopathy November 01, 2015 - November 04, 2015 Asra Ashraf, Muhammad Usman Akram, Shahzad Amin Sheikh, TENCON 2015 - 2015 IEEE Region 10 Conference -
Internet of Things Based Context Awareness Architectural Framework for HMIS October 14, 2015 - October 17, 2015 Amna Pir, M. Usman Akram, Muazzam A. Khan, 2015 17th International Conference on E-health Networking, Application & Services (HealthCom) -
WML: Wireless Sensor Network based Machine Learning for Leakage Detection and Size Estimation September 27, 2015 - September 30, 2015 Sidra Rashid, Usman Akram, Shoab A. Khan, The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2015) -
Review of OCT and fundus images for detection of Macular Edema September 16, 2015 - September 18, 2015 Taimur Hassan, M. Usman Akram, Bilal Hassan, Ammara Nasim, Shafaat Ahmed Bazaz, 2015 IEEE International Conference on Imaging Systems and Techniques (IST) -
Detection of Macular Whitening and Retinal Hemorrhages for Diagnosis of Malarial Retinopathy September 16, 2015 - September 18, 2015 Asra Ashraf, Muhammad Usman Akram, Shahzad Amin Sheikh, Sarmad Abbas, 2015 IEEE International Conference on Imaging Systems and Techniques (IST) -
A Review Analysis on Early Glaucoma Detection Using Structural Features September 16, 2015 - September 19, 2015 Kamran Wazir, M Usman Akram, Syed Muhammad Anwar, Kamran Wazir, Imaging Systems and Techniques (IST), 2015 IEEE International Conference -
A Robust Algorithm for Segmentation of Blood Vessels in the Presence of Lesions in Retinal Fundus Images September 16, 2015 - September 18, 2015 Amna Waheed Awan, Zahra Waheed Awan, Muhammad Usman Akram, 2015 IEEE International Conference on Imaging Systems and Techniques (IST) -
A Review Analysis on Early Glaucoma Detection using Structural Features September 16, 2015 - September 18, 2015 Anum Abdul Salam, M. Usman Akram, Kamran Wazir, Syed Muhammad Anwar, 2015 IEEE International Conference on Imaging Systems and Techniques (IST) -
Diagnosis of Malarial Retinopathy by Classifying Retinal Whitening and Retinal-Hemorrhages September 16, 2015 - September 18, 2015 Shahzad Amin Sheikh, Asra Ashraf, M. Usman Akram, Sarmad Abbas, 2015 IEEE International Conference on Imaging Systems and Techniques (IST) -
Classifying Normal Sinus Rhythm and Cardiac Arrhythmias in ECG Signals using Statistical Features in Temporal Domain September 07, 2015 - September 09, 2015 Mavera Mazhar Butt, Usman Akram, Shoab A. Khan, 2015 9th Asia Modelling Symposium (AMS) -
Facial Expression Recognition using Multiple Feature Sets August 24, 2015 - August 27, 2015 Arslan Shaukat, Mansoor Aziz, M Usman Akram, 2015 5th International Conference on IT Convergence and Security (ICITCS) -
Papilledema Detection in Fundus Images Using Hybrid Feature Set August 24, 2015 - August 27, 2015 Khush Naseeb Fatima, Usman Akram, Dr. Shafaat A. Bazaz3, 2015 5th International Conference on IT Convergence and Security (ICITCS) -
ECG Based Biometric Identification for Population with Normal and Cardiac Anomalies using Hybrid HRV and DWT Features August 24, 2015 - August 27, 2015 Muhammad Najam Dar, Muhammad Usman Akram, Arslan Shaukat, Muazzam Ali Khan, 2015 5th International Conference on IT Convergence and Security (ICITCS) -
Retinal Blood Vessels Differentiation for Calculation of Arterio-Venous Ratio July 22, 2015 - July 24, 2015 Samra Irshad, Muhammad Usman Akram, Sara Ayub, Anaum Ayaz, ICIAR: International Conference Image Analysis and Recognition -
A Case Study Approach: Iterative Prototyping Model Based Detection of Macular Edema in Retinal OCT Images July 06, 2015 - July 08, 2015 Sadaf Sahar, Sadaf Ayaz, M.Usman Akram, Dr. Imran Basit, 27th International Conference on Software Engineering and Knowledge -
Human Identification Using Dental Biometric Analysis April 29, 2015 - May 01, 2015 Faisal Rehman, Usman Akram, Kunwar Faraz, Naveed Riaz, 2015 Fifth International Conference on Digital Information and Communication Technology and its Applications (DICTAP) -
Seamless Fundus Image Stitching using WLD to Improve Field of View April 29, 2015 - May 01, 2015 Usman Akram, Daniyal Usmani, Tanveer Ahmed, Sarmad Abbas, Fauzia Noor, 2015 Fifth International Conference on Digital Information and Communication Technology and its Applications (DICTAP) -
Denoising Practices for Electrocardiographic(ECG) Signals: A Survey April 21, 2015 - April 23, 2015 Mavera Mazhar Butt, Usman Akram, Shoab A. Khan, 2015 International Conference on Computer, Communications, and Control Technology (I4CT) -
Using MAC Frame Header for Efficient Multimedia Streaming over IEEE 802.11 Wireless LAN April 21, 2015 - April 23, 2015 Saima Shaheen, Aasia Khannum, Shoab A. Khan, Usman Akram, M.Younas Javed, 2015 International Conference on Computer, Communications, and Control Technology (I4CT) -
Classification of Blood Vessels as Arteries and Veins for Diagnosis of Hypertensive Retinopathy December 29, 2014 - December 30, 2014 Uzma GuIzar Abbasi, Muhammad Usman Akram, 2014 10th International Computer Engineering Conference (ICENCO) -
Drusen Detection from Colored Fundus Images for Diagnosis of Age Related Macular Degeneration December 22, 2014 - December 24, 2014 Saima Waseem, Muhammad Usman Akram, Bilal Ashfaq Ahmed, 7th International Conference on Information and Automation for Sustainability -
An Efficient Rule-Based Classification of Diabetes Using ID3, C4.5, & CART Ensembles December 17, 2014 - December 19, 2014 Saba Bashir, Muhammad Usman Akram, Farhan Hassan Khan, M.Younus Javed, 2014 12th International Conference on Frontiers of Information Technology -
Optic Disc Segmentation from Colored Retinal Images using Vessel Density December 17, 2014 - December 19, 2014 Aniqa Azam, Muhammad Usman Akram, Usman Qamar, 2014 12th International Conference on Frontiers of Information Technology -
Analysis of EEG Signals for Detection of Epileptic Seizure using Hybrid Feature Set December 16, 2014 - December 18, 2014 Ammama Furrukh Gill, Syeda Alishbah Fatima, Sajid Gul Khawaja, Saqib Ejaz Awan, Muhammad Usman Akram, Theory and Applications of Applied Electromagnetics APPEIC 2014 -
Fundus Image Mosaic Generation for Large Field of View December 14, 2014 - December 16, 2014 Daniyal Usmani, Tanveer Ahmad, M. Usman Akram, Abdullah Danyal Saeed, 2014 14th International Conference on Hybrid Intelligent Systems -
Drusen Exudate Lesion Discrimination in Colour Fundus Images December 14, 2014 - December 16, 2014 Saima Waseem, Muhammad Usman Akram, Bilal Ashfaq Ahmed, International Conference on Hybrid Intelligence System held from 14-16 Dec 2014 in Kuwait -
Laser Marks Detection From Fundus Images December 14, 2014 - December 16, 2014 Faraz Tahir, M.Usman Akram, Mujahid Abbass, Albab Ahmad Khan, 2014 14th International Conference on Hybrid Intelligent Systems -
Automated Detection of Cotton Wool Spots for the Diagnosis of Hypertensive Retinopathy December 11, 2014 - December 13, 2014 Samra Irshad, Muhammad Usman Akram, Muhammad Salman, Ubaidullah Yasin, 2014 Cairo International Biomedical Engineering Conference (CIBEC) -
Classification of Retinal Vessels into Arteries and Veins for detection of Hypertensive Retinopathy December 11, 2014 - December 13, 2014 Samra Irshad, Muhammad Usman Akram, 2014 Cairo International Biomedical Engineering Conference (CIBEC) -
Detection of Hemorrhages for Diagnosis of Malarial Retinopathy December 11, 2014 - December 13, 2014 Muneeba Saleem, Muhammad Usman Akram, 2014 Cairo International Biomedical Engineering Conference (CIBEC) -
Automated Laser Mark Segmentation from Colored Retinal Images December 08, 2014 - December 10, 2014 Adeel M. Syed, M. Usman Akbar, M. Usman Akram, Joddat Fatima, 17th IEEE International Multi Topic Conference (INMIC 2014) -
Separation and Classification of Crackles and Bronchial Breath Sounds from Normal Breath Sounds using Gaussian Mixture Model November 03, 2014 - November 06, 2014 Ali Haider, M. Daniyal Ashraf, M. Usama Azhar, Syed Osama Maruf, Mehdi Naqvi, Sajid Gul Khawaja, M. Usman Akram, International Conference on Neural Information Processing -
Analysis of OCT Images for Detection of Choroidal Neovascularization in Retinal Pigment Epithelial Layer November 03, 2014 - November 06, 2014 Sadaf Ayaz, Sadaf Sahar, Madeeha Zafar, Muhammad Usman Akram, Yasser Nadeem, ICONIP: International Conference on Neural Information Processing -
Ensuring Data Security by AES for Global Software Development in Cloud Computing October 28, 2014 - October 30, 2014 Muhammad Usman, Muhammad Usman Akram, 2014 International Conference on IT Convergence and Security (ICITCS) -
A Robust Algorithm for Optic Disc Segmentation from Colored Fundus Images October 22, 2014 - October 24, 2014 Anam Usman, Sarmad Abbas Khitran, M. Usman Akram, Yasser Nadeem, International Conference on Image Analysis and Recognition -
Detection of Hemorrhages in Colored Fundus Images Using Non Uniform Illumination Estimation October 22, 2014 - October 24, 2014 M. Usman Akram, Sarmad Abbas Khitran, Anam Usman, Ubaid ullah Yasin, International Conference on Image Analysis and Recognition -
Automated System for the Detection of Hypertensive Retinopathy October 14, 2014 - October 17, 2014 Sarmad Khitran, Muhammad Usman Akram, Anam Usman, Ubaidullah Yasin, 2014 4th International Conference on Image Processing Theory, Tools and Applications (IPTA) -
Dorsal hand Veins Based Person Identification October 14, 2014 - October 17, 2014 Usman Akram, Hassan Moatasam Awan, Abdullah Amaan Khan, 2014 4th International Conference on Image Processing Theory, Tools and Applications (IPTA) -
Bright Region and Vessel Density based Robust Optic Disc Segmentation October 14, 2014 - October 17, 2014 Hassan Wahab, Syed Rizwan Haider, Sarmad Khitran, Noor ul Huda, Usman Akram, 2014 4th International Conference on Image Processing Theory, Tools and Applications (IPTA) -
Time Domain Analysis of EEG Signals for Detection of Epileptic Seizure September 28, 2014 - October 01, 2014 Ammama Furrukh Gill, Syeda Alishbah Fatima, Aafreen Nawaz, Ayesha Nasir, Sajid Gul Khawaja, Saqib Ejaz, Muhammad Usman Akram, 2014 IEEE Symposium on Industrial Electronics & Applications (ISIEA) -
Segmentation of Coronary Arteries September 28, 2014 - October 01, 2014 Sabeen Basit, Shoab A Khan, M. Usman Akram, 2014 IEEE Symposium on Industrial Electronics & Applications (ISIEA) -
Automated Detection of New Vessels for Classification of Proliferative Diabetic Retinopathy September 26, 2014 - September 29, 2014 Israr ul haq, Muhammad Usman Akram, Yoshifumi Saijo, 2nd International Conference on Intelligent Systems and Image Processing 2014 (ICISIP2014) -
Wireless Sensor Network for Distributed Event Detection based on Machine learning September 01, 2014 - September 03, 2014 Sidra Rashid, Muhammad Usman Akram, Saad Qaisar, Shoab Ahmad Khan, Emad Felemban, 2014 IEEE International Conference on Internet of Things (iThings), and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) -
Aircraft Tracking based on KLT Feature Tracker and Image Modeling December 03, 2013 - December 05, 2013 Khawar Ali, Shoab A. Khan, Usman Akram, 2013 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT) -
Hybrid Classifier Based Drusen Detection in Colored Fundus Images December 03, 2013 - December 05, 2013 Ghazanfar Raza, Majid Rafique, Anam Tariq, M. Usman Akram, 2013 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT) -
Retinal image analysis for diagnosis of macular edema using digital fundus images December 03, 2013 - December 05, 2013 Zainab Yousaf Zaidi, M. Usman Akram, Anam Tariq, 2013 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT) -
Microaneurysm Detection for Early Diagnosis of Diabetic Retinopathy November 07, 2013 - November 09, 2013 M. Usman Akram, Anam Tariq, Shoab A. Khan, Shafaat A Bazaz, 2013 International Conference on Electronics, Computer and Computation (ICECCO) -
Automated Drusen Segmentation in Fundus Images for Diagnosing Age Related Macular Degeneration November 07, 2013 - November 09, 2013 M. Usman Akram, Sundus Mujtaba, Anam Tariq, 2013 International Conference on Electronics, Computer and Computation (ICECCO) -
Gaussian Mixture Model based Handwritten Numeral Character Recognition September 22, 2013 - September 25, 2013 M. Usman Akram, Anam Tariq, Zabeel Bashir, Shoab A Khan, 2013 IEEE Symposium on Industrial Electronics & Applications -
A Secure Personal Identification System Based on Human Retina September 22, 2013 - September 25, 2013 Joddat Fatima, Adeel M. Syed, M. Usman Akram, 2013 IEEE Symposium on Industrial Electronics and Applications -
Geometric Feature Points based Optical Character Recognition September 22, 2013 - September 25, 2013 M. Usman Akram, Zabeel Bashir, Anam Tariq, Shoab A Khan, 2013 IEEE Symposium on Industrial Electronics & Applications -
Feature Point Validation for Improved Retina Recognition September 09, 2013 - September 09, 2013 Joddat Fatima, Adeel M. Syed, M. Usman Akram, 2013 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications -
Lung Nodule Detection in CT Images using Neuro Fuzzy Classifier April 16, 2013 - April 19, 2013 Anam Tariq, M. Usman Akram, M. Younus Javed, 2013 Fourth International Workshop on Computational Intelligence in Medical Imaging (CIMI) -
Computer Aided Diagnostic System for Grading of Diabetic Retinopathy April 16, 2013 - April 19, 2013 Anam Tariq, M. Usman Akram , M. Younus Javed, 2013 Fourth International Workshop on Computational Intelligence in Medical Imaging (CIMI) -
A Computer Aided System for Grading of Maculopathy December 20, 2012 - December 22, 2012 Anam Tariq, M Usman Akram, Arslan Shaukat, Shoab A Khan, 2012 Cairo International Biomedical Engineering Conference (CIBEC) -
Automated Identification of Exudates for Detection of Macular Edema December 20, 2012 - December 22, 2012 Umer Aftab, M. Usman Akram, 2012 Cairo International Biomedical Engineering Conference (CIBEC) -
Personal Identification System Based on Vascular Pattern of Human Retina December 20, 2012 - December 22, 2012 Sana Qamber, Zahra Waheed, M. Usman Akram, 2012 Cairo International Biomedical Engineering Conference (CIBEC) -
An Automated System for the Grading of Diabetic Maculopathy in Fundus Images November 12, 2012 - November 15, 2012 M. Usman Akram, Mahmood Akhtar, M. Younus Javed, International Conference on Neural Information Processing ICONIP 2012 -
Detection of Neovascularization for Screening of Proliferative Diabetic Retinopathy June 25, 2012 - June 27, 2012 M. Usman Akram, Anam Tariq, Shoab A. Khan, International Conference Image Analysis and Recognition ICIAR 2012 -
Automated Segmentation of Blood Vessels for Detection of Proliferative Diabetic Retinopathy January 05, 2012 - January 07, 2012 M. Usman Akram, Ibaa Jamal, Anam Tariq, Junaid Imtiaz, 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics -
Personal Identification Using Computerized Human Ear Recognition System December 24, 2011 - December 26, 2011 Anam Tariq, M. Almas Anjum, M. Usman Akram, 2011 International Conference on Computer Science and Network Technology -
Retinal Recognition: Personal Identification using Blood Vessels December 11, 2011 - December 14, 2011 M. Usman Akram, Anam Tariq, Shoab A. Khan, 2011 International Conference for Internet Technology and Secured Transactions -
An Automated System for Fingerprint Classification using Singular Points for Biometric Security December 11, 2011 - December 14, 2011 Anam Tariq, Muhammad Usman Akram, Shoab A. Khan, 2011 International Conference for Internet Technology and Secured Transactions -
Automated System for Macula Detection in Digital Retinal Images July 23, 2011 - July 24, 2011 MARYAM MUBBASHAR, ANAM USMAN, M. USMAN AKRAM, 2011 International Conference on Information and Communication Technologies -
Morphological and gradient based fingerprint image segmentation July 23, 2011 - July 24, 2011 M. Usman Akram, Anaum Ayaz, Junaid Imtiaz, 2011 International Conference on Information and Communication Technologies -
Computer Aided System for Brain Tumor Detection and Segmentation July 11, 2011 - July 13, 2011 M. Usman Akra, Anam Usman, International Conference on Computer Networks and Information Technology -
An Automated System for Colored Retinal Image Background and Noise Segmentation October 03, 2010 - October 05, 2010 Anam Tariq, Muhammad Usman Akram, 2010 IEEE Symposium on Industrial Electronics and Applications (ISIEA) -
Retinal Images: Blood Vessel Segmentation by Threshold Probing October 03, 2010 - October 05, 2010 M. Usman Akram, Aasia Khanum, 2010 IEEE Symposium on Industrial Electronics and Applications (ISIEA) -
Retinal Images: Optic Disk Localization and Detection June 21, 2010 - June 23, 2010 M. Usman Akram, Aftab Khan, Khalid Iqbal, Wasi Haider Butt, International Conference Image Analysis and Recognition ICIAR 2010 -
Automated Optic Disk Localization and Detection in Colored Retinal Images December 07, 2009 - December 09, 2009 M. Usman Akram, Anam Tariq, Automated localization and detection of the optic disc (OD) is an essential step in the analysis of digital diabetic retinopathy systems. Accurate localization and detection of optic disc boundary is very useful in proliferative diabetic retinopathy where fragile vessels develop in the retina. In this paper, we propose an automated system for optic disk localization and detection. Our method localizes optic disk using average filter and thresholding, extracts the region of interest (ROI) containing optic disk to save time and detects the optic disk boundary using Hough transform. This method can be used in computerized analysis of retinal images, e.g., in automated screening for diabetic retinopathy. The technique is tested on publicly available DRIVE, STARE, diaretdb0 and diaretdb1 databases of manually labeled images which have been established to facilitate comparative studies on localization and detection of optic disk in retinal images. The proposed method achieves an average accuracy of 96.7% for localization and an average area under the receiver operating characteristic curve of 0.958 for optic detection. -
Social Networks Identification and Analysis Using Call Detail Records November 24, 2009 - November 26, 2009 Muhammad Usman Khan, Dr Shoab Ahmed Khan, 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human -
Comparison of Matched Filter and Wavelet Based Blood Vessel Enhancement August 17, 2009 - August 19, 2009 M. Usman Akram, Sarwat Nasir, Shoab A. Khan, IASTED International Conference Signal and Image Processing (SIP 2009) -
Cooperative Friendship Networks through SLAC with Newscast August 15, 2009 - August 16, 2009 M. Usman Akram, Anam Tariq, 2009 International Conference on Information and Communication Technologies -
Retinal image blood vessel segmentation August 15, 2009 - August 16, 2009 M. Usman Akram, Anam Tariq, Shoab A. Khan, 2009 International Conference on Information and Communication Technologies -
Preprocessing and Blood Vessel Segmentation of Retinal Images July 13, 2009 - July 15, 2009 M. Usman Akram, Ali Atzaz, M. Younus Javed, Umair Ali Khan Niazi, 9th IASTED Conference on Visualization, Imaging and Image Processing -
Background and Noise Extraction from Colored Retinal Images March 31, 2009 - April 02, 2009 M. Usman Akram, Sarwat Nasir, M. Almas Anjum, M. Younus Javed, 2009 WRI World Congress on Computer Science and Information Engineering -
Gabor Wavelet Based Vessel Segmentation in Retinal Images March 30, 2009 - April 02, 2009 M. Usman Akram, Anam Tariq, Sarwat Nasir, Shoab A. Khan, 2009 IEEE Symposium on Computational Intelligence for Image Processing -
Blood Vessel Enhancement and Segmentation using Wavelet Transform March 07, 2009 - March 09, 2009 M. Usman Akram, Ali Atzaz, S. Farrukh Aneeque, Shoab A. Khan, 2009 International Conference on Digital Image Processing -
Retinal Images: Noise Segmentation December 23, 2008 - December 24, 2008 Muhammad Usman Akram, Anam Tariq, Sarwat Nasir, 2008 IEEE International Multitopic Conference -
Fingerprint Image Postprocessing Using Windowing Technique June 25, 2008 - June 27, 2008 Anam Tariq, M. Usman Akram, Sarwat Nasir, Rabia Arshad, International Conference on Image Analysis and Recognition -
A modified singular point detection algorithm June 25, 2008 - June 27, 2008 Rabia Anwar, M. Usman Akram, Rabia Arshad, Muhammad Umer Munir, 5th International Conference, ICIAR 2008 -
Fuzzy Based Facial Expression Recognition May 27, 2008 - May 30, 2008 Assia Khanam, M. Zubair Shafiq, M. Usman Akram, 2008 Congress on Image and Signal Processing -
Improved fingerprint image segmentation using new modified gradient based technique May 04, 2008 - May 07, 2008 M. Usman Akram, Sarwat Nasir, Anam Tariq, Irfan Zafar, Wasim Siddique Khan, 2008 Canadian Conference on Electrical and Computer Engineering -
Core Point Detection Using Improved Segmentation and Orientation March 31, 2008 - April 04, 2008 M. Usman Akram, Anam Tariq, Sarwat Nasir, Assia Khanam, 2008 IEEE/ACS International Conference on Computer Systems and Applications -
FINGERPRINT IMAGE SEGMENTATION BASED ON BOUNDARY VALUES January 22, 2008 - January 25, 2008 M. Usman Akram, Anam Tariq, Shahida Jabeen, Shoab A. Khan, Proceedings of the Third International Conference on Computer Vision Theory and Applications -
Asst Prof Bahria University, Islamabad January 01, 2013 - March 10, 2013
Lecturer Bahria University November 01, 2012 - December 31, 2012