College of Electrical & Mechanical Engineering
Faculty Farhan Hussain

Farhan Hussain

Associate Professor
  • College of Electrical & Mechanical Engineering
  • 5154444189
Summary

Dr. Farhan Hussain has completed his Ph.D. in Electronics & Computer Engineering from Hanyang University, Seoul, South Korea. He also did his Master’s in Electronics & Computer Engineering from Hanyan

Academic Background
PhD (Machine Learning, Neural Networks, Image Compression, Nand Based Flash Memory Systems) Hanyang University September 03, 2012 - August 21, 2015
Honours and Awards
Excellence Scholarship Aw Excellence Scholarship Award for under-graduate studies
Merit Scholarship Award f Merit Scholarship Award for intermediate studies.
Honor Bachelor of Science in Electrical Engineering with Honors.
Publications
Enhanced Spatial Stream of Two-Stream Network Using Optical Flow for Human Action Recognition July 08, 2023 Shahbaz Khan, Ali Hassan, Farhan Hussain, Aqib Perwaiz, Farhan Riaz, Maazen Alsabaan, Wadood Abdul, Applied Sciences - Volume 13, Issue 14, Article Number 8003
Gabor Contrast Patterns: A Novel Framework to Extract Features From Texture Images June 21, 2023 Abdul Wahab Muzaffar, Farhan Riaz, Tarik Abuain, Waleed Abdel Karim Abu-Ain, Farhan Hussain, Muhammad Umar Farooq, Muhammad Ajmal Azad, IEEE Access - Volume 11, Pages 60324-60334
A Fast and Accurate Real-Time Vehicle Detection Method Using Deep Learning for Unconstrained Environments February 27, 2023 Annam Farid, Farhan Hussain, Khurram Khan , Mohsin Shahzad, Uzair Khan, Zahid Mahmood, Applied Sciences - Volume 13, Issue 5, Article Number 3059
Knowledge and Data-Driven Framework for Designing a Computerized Physician Order Entry System April 14, 2022 Sidra Ejaz, Brig. Shoab Ahmed Khan, Farhan Hussain, IEEE Access - Volume 10, Pages 40953-40966
Multi-focus images fusion via residual generative adversarial network April 01, 2022 Qingyu Mao, Xiaomin Yang, Rongzhu Zhang, Gwanggil Jeon, Farhan Hussain, Kai Liu, Multimedia Tools and Applications - Volume 81, Issue 9 Pages 12305-12323
Need-Based and Optimized Health Insurance Package Using Clustering Algorithm September 08, 2021 Irum Matloob, Brig. Shoab Ahmed Khan, Farhan Hussain, Wasi Haider Butt, Rukaiya Rukaiya, Fatima Khalique, Applied Sciences - Volume 11, Issue 18, Article No. 8478
LMSN: a lightweight multi‑scale network for single image super‑resolution August 01, 2021 Yiye Zou, Xiaomin Yang, Marcelo Keese Albertini, Farhan Hussain, Multimedia Systems - Volume 27, Pages 845-856
A Framework for Classification of Gabor Based Frequency Selective Bone Radiographs Using CNN April 01, 2021 Rehan Nemati, Farhan Riaz, Ali Hassan, Muhammad Abbas, Saad Rehman, Farhan Hussain, Saddaf Rubab , Muhammad Ajmal Azad, Arabian Journal of Science and Engineering - Volume 46, Pages 4141-4152
A Novel Self-Forming Virtual Sub-Nets Based Cross-Layer MAC Protocol for Multihop Tactical Network March 10, 2021 Rukaiya Rukaiya, Shoab Ahmed Khan, Muhammad Umar Farooq, Farhan Hussain, Applied Sciences - Volume 11(6), Article Number 2470
CFFD-MAC: A Hybrid MAC for Collision Free Full-Duplex Communication in Wireless Ad-Hoc Networks March 08, 2021 Rukaiya Rukaiya, Muhammad Umar Farooq, Shoab Ahmed Khan, Farhan Hussain, Adnan Akhunzada, IEEE Access - Volume 9, Page 35584-35598
Multiscale channel attention network for infrared and visible image fusion December 23, 2020 Jiahui Zhu, Qingyu Dou, Lihua Jian, Kai Liu, Farhan Hussain, Xiaomin Yang, Concurrency and Computation-Practice and Experience - Pages 1-15
Image super-resolution with parallel convolution attention network November 30, 2020 Qiao Zhang, Xiaomin Yang, Long Xiao, Feng Yang, Farhan Hussain, Pyoung Won Kim, Concurrency and Computation: Practice and Experience - Pages 1-10
A novel framework for generating handwritten datasets November 13, 2020 Sajid Anwar, Bilal Mehrban, Musawar Ali, Farhan Hussain, Zahid Halim, Multimedia Tools and Applications - Pages 1-13
Medical Health Benefit Management System for Real-Time Notification of Fraud Using Historical Medical Records July 27, 2020 Irum Matloob, Shoab Ahmad Khan, Habib-ur-Rahman, Farhan Hussain, Applied Sciences - Volume 10(15), Article Number 26
Finger-Counting-Based Gesture Recognition within Cars Using Impulse Radar with Convolutional Neural Network March 23, 2019 Shahzad Ahmed, Faheem Khan, Asim Ghaffar, Farhan Hussain, Sung Ho Cho, Sensors - Volume 19, Issue 6, Article Number 1429
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
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, Arsalan Shaukat, Farhan Hussain, Sajid Gul Khawaja, Wasi Haider Butt, Computer Methods and Programs in Biomedicine - Volume: 164, Pages 143-157
Efficient motion estimation using two?bit transform and modified multilevel successive elimination August 25, 2018 Farhan Hussain , Mian Ilyas Ahmad, Sajid Anwar, Aimal Khan, Pyoung Won Kim, Journal of Ambient Intelligence and Humanized Computing - pp 1–7
Development and prospects of surface passivation schemes for high-efficiency c-Si solar cells May 15, 2018 Atteq ur Rehman, Muhammad Zahir Iqbal, Muhammad Fahad Bhopal, Muhammad Farooq Khan, Farhan Hussain, Javed Iqbal, Mahmood Khan, Soo Hong Lee, Solar Energy - NULL
Exponential utility function based criteria for network selection in heterogeneous wireless networks March 06, 2018 Mian Ilyas Ahmad, Farhan Hussain, Shoaib Khan, Electronics Letters - NULL
Analysis of channel uncertainty in ARQ relay networks January 29, 2018 Hina Ajmal, Aimal Khan, Saad Rehman, Farhan Hussain, Mohammad Alam, Rupert Young, PLoS ONE - Volume 13(1), Article Number e0190622
Visibility Enhancement of Scene Images Degraded by Foggy Weather Conditions with Deep Neural Networks February 15, 2016 Farhan Hussain, Jechang Jeong, Journal of Sensors - Article Number 3894832
Efficient Deep Neural Network for Digital Image Compression Employing Rectified Linear Neurons February 15, 2016 Farhan Hussain, Jechang Jeong, Journal of Sensors - Article Number 3184840
Conferences
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)
Latest Trends in Automatic Glioma Tumor Segmentation and an Improved Convolutional Neural Network based Solution December 14, 2019 - December 15, 2019 Muhammad Kaab Zarrar, Farhan Hussain, Muhammad Mohsin Khan, Rubab Sheikh, 13th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics (MACS)
Localization of Phonocardiogram Signals Using Multilevel Threshold and Support Vector Machine December 10, 2019 - December 12, 2019 Zo-Afshan, Anam Abid, Farhan Hussain, IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)
Towards the Selection of Best Machine Learning Model for Student Performance Analysis and Prediction November 19, 2019 - November 20, 2019 Muhammad Faisal Masood, Aimal Khan, Farhan Hussain, Arslan Shaukat, Babar Zeb, Rana Muhammad Kaleem Ullah, 6th International Conference on Soft Computing & Machine Intelligence (ISCMI)
SHANZ Algorithm for QoE Enhancement of HTTP based Adaptive Video Streaming June 12, 2019 - June 15, 2019 Muhammad Umar Farooq, Farhan Hussain, Shahid Nabi, IEEE 11th International Conference on Communication Software and Networks (ICCSN 2019) 2019 IEEE 11th International Conference on Communication Software and Networks (ICCSN 2019)
Comparative study of local binary pattern and its shifted variant for osteoporosis identification April 15, 2018 - April 19, 2018 Hina Ajmal, Farhan Hussain, Muhammad Abbas, Saad Rehman, Aimal Khan, Rupert Young, Mohammad S. Alam, SPIE Defense + Security 2018 Conference
Exploiting deep neural networks for digital image compression March 21, 2015 - March 23, 2015 Farhan Hussain, Jechang Jeong, 2015 2nd World Symposium on Web Applications and Networking (WSWAN)
Memory data reorganization for performance improvement of HEVC DCT January 15, 2014 - January 18, 2014 Hyunwoo Kim, Song Hyun Jo, Farhan Hussain, Yong Ho Song, IEEE International Conference on Electronics, Information and Communications, Kota Kinabalu, Malaysia
Lifetime enhancement of NAND flash memory-based storage system by bad block reuse scheme January 15, 2014 - January 18, 2014 Taeyeong Huh, Farhan Hussain, Sanghyuk Jung, Yong Ho Song, 2014 International Conference on Electronics, Information and Communications (ICEIC)
Management scheme of address mapping information for NAND storage system January 15, 2014 - January 18, 2014 Huijeong Kim, Farhan Hussain, Sanghyuk Jung, Yong Ho Song, 2014 International Conference on Electronics, Information and Communications (ICEIC)
A New Demapping Technique for 16-APSK Modulation for Digital Video Broadcasting in AWGN Channel November 11, 2008 - November 13, 2008 Pervaiz Ali, Farhan Hussain, Jechang Jeong, 2008 Third International Conference on Convergence and Hybrid Information Technology
Head of Department Abasyn University, Islamabad December 01, 2015 - February 22, 2016
Assistant Professor IQRA National University September 01, 2009 - November 30, 2015
Lecturer Sarhad University of Information Technology January 01, 2007 - August 31, 2007
Lecturer COMSATS September 01, 2006 - December 31, 2006