Faculty Anum Abdul Salam

Anum Abdul Salam

Lecturer
  • College of Electrical & Mechanical Engineering
  • 5154444180
Summary

I have done my specialization in Signal and Image Processing. My research areas include Machine Learning and Bio-Medical Imaging.

Academic Background
MS (Signal And Image Processing) UET Taxila September 02, 2013 - February 01, 2016
Honours and Awards
Gold Medal Awarded by Chancellor of University of Engineering and Technology Taxila for best academic performance in BSc in Computer Engineering December 12, 2012
Publications
Two-dimensional hybrid incremental learning (2DHIL) framework for semantic segmentation of skin tissues August 01, 2024 Muhammad Imran, Muhammad Usman Akram, Mohsin Islam Tiwana, Anum Abdul Salam , Danilo Greco, Image and Vision Computing - Volume 148, Article Number: 105098
Proliferative Diabetic Retinopathy Diagnosis Using Varying-Scales Filter Banks and Double-Layered Thresholding June 30, 2023 Noor ul Huda, Anum Abdul Salam , Norah Saleh Alghamdi, Jahan Zeb, Muhammad Usman Akram, Diagnostics - Volume 13, Issue 13, Article Number 2231
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
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
Optic Disc Localization using Local Vessel Based Features and Support Vector Machine December 01, 2016 Anum Abdul Salam, Muhammad Usman Akram, Journal of Network and Innovative Computing - Volume 4, Pages 046-054
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
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
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, Anum Abdul Salam, 2022 IEEE International Symposium on Robotic and Sensors Environments (ROSE)
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)
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)
Automatic Detection and classification of Correct placement of tubes on chest X-rays using deep learning with EfficientNet May 24, 2022 - May 26, 2022 Moneeb Abbas, Anum Abdul Salam , Jahan Zeb, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
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)
Osteo-Doc: Kl-Grading of Osteoarthritis using Deep-Learning May 24, 2022 - June 26, 2022 Haider Masood, Eisha Hassan, Anum Abdul Salam, Muwahida Liaquat, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Automatic Detection and classification of Scoliosis from Spine X-rays using Transfer Learning May 24, 2022 - May 26, 2022 Arslan Ameen, Moneeb Abbas, Anum Abdul Salam , 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
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)
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
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)
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)
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)
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)
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)
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)
Importance of vendor and manufacturer relationship for effective lean practices. December 01, 2013 - December 02, 2013 Muhammad Rafid Mahmood, Usama Bin Perwez, Aamer Ahmed Baqai, Anum Abdul Salam , IEEE 3rd International Design Management Symposium