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
CAM-Net: enhancing visibility in hazy images with convolutional attention mechanisms
March 04, 2025
Signal, Image and Video Processing - Volume:19, Issue:5, Article Number 350
AI-CADR: Artificial Intelligence Based Risk Stratification of Coronary Artery Disease using Novel Non-invasive Biomarkers
December 01, 2024
IEEE Journal of Biomedical and Health Informatics - Volume:28, Issue:12, Page(s):7543-7552
Enhanced Spatial Stream of Two-Stream Network Using Optical Flow for Human Action Recognition
July 08, 2023
Applied Sciences - Volume 13, Issue 14, Article Number 8003
Gabor Contrast Patterns: A Novel Framework to Extract Features From Texture Images
June 21, 2023
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
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
IEEE Access - Volume 10, Pages 40953-40966
Multi-focus images fusion via residual generative adversarial network
April 01, 2022
Multimedia Tools and Applications - Volume 81, Issue 9 Pages 12305-12323
Need-Based and Optimized Health Insurance Package Using Clustering Algorithm
September 08, 2021
Applied Sciences - Volume 11, Issue 18, Article No. 8478
LMSN: a lightweight multi‑scale network for single image super‑resolution
August 02, 2021
Multimedia Systems - Volume 27, Pages 845-856
A Framework for Classification of Gabor Based Frequency Selective Bone Radiographs Using CNN
April 01, 2021
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
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
IEEE Access - Volume 9, Page 35584-35598
Multiscale channel attention network for infrared and visible image fusion
December 23, 2020
Concurrency and Computation-Practice and Experience - Pages 1-15
Image super-resolution with parallel convolution attention network
November 30, 2020
Concurrency and Computation: Practice and Experience - Pages 1-10
A novel framework for generating handwritten datasets
November 13, 2020
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
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
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
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
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
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
Solar Energy - NULL
Exponential utility function based criteria for network selection in heterogeneous wireless networks
March 06, 2018
Electronics Letters - NULL
Analysis of channel uncertainty in ARQ relay networks
January 29, 2018
PLoS ONE - Volume 13(1), Article Number e0190622
Efficient Deep Neural Network for Digital Image Compression Employing Rectified Linear Neurons
February 15, 2016
Journal of Sensors - Article Number 3184840
Visibility Enhancement of Scene Images Degraded by Foggy Weather Conditions with Deep Neural Networks
February 15, 2016
Journal of Sensors - Article Number 3894832
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)
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)
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)
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