Faculty Farhan Hussain

Dr. Farhan Hussain

Assistant Professor
  • College of Electrical & Mechanical Engineering
  • 05154444189
  • farhan.hussain@ceme.nust.edu.pk
  • Doctoral
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
Electronics and Computer Engineering (MACHINE LEARNING, NEURAL NETWORKS, IMAGE COMPRESSION, NAND BASED FLASH MEMORY SYSTEMS) Doctoral Hanyang University September 03, 2012 - August 21, 2015
MS IN ELECTRONICS & COMPUTER ENGINEERING (IMAGE & SIGNAL PROCESSING/COMPRESSION) Masters Hanyang University August 27, 2007 - August 21, 2009
Electrical Engineering (ELECTRICAL ENGINEERING) Bachelor University of Engineering and Technology Peshawar January 07, 2002 - July 17, 2006
F.Sc (PRE-ENGINEERING) Intermediate Board of Intermediate and Secondary Education, Peshawar October 01, 1999 - May 01, 2001
Secondary School Certificate (SCIENCE) Matric Board of Intermediate and Secondary Education, Peshawar - June 21, 2021
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
A Framework for Classification of Gabor Based Frequency Selective Bone Radiographs Using CNN April 01, 2021 Rehan Nemati, Farhan Riaz, Ali Hassan, Saad Rehman, Muhammad Ajmal Azad, Muhammad Abbas, Farhan Hussain Arabian Journal of Science and Engineering - Volume 46, Pages 4141-4152
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
LMSN: a lightweight multi‑scale network for single image super‑resolution November 24, 2020 Yiye Zou, Xiaomin Yang, Marcelo Keese Albertini, Farhan Hussain Multimedia Systems - Pages 1-12
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, Arslan 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 -
Exponential utility function based criteria for network selection in heterogeneous wireless networks March 06, 2018 Mian Ilyas Ahmad, Shoaib Khan, Farhan Hussain ELECTRONICS LETTERS -
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 - Vol.13(1), Article Number e0190622
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
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
Conferences
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) - Pakistan
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) - United Arab Emirates
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) - South Africa
SHANZ Algorithm for QoE Enhancement of HTTP based Adaptive Video Streaming June 12, 2019 - June 15, 2019 Shahid Nabi, Muhammad Umar Farooq, Farhan Hussain IEEE 11th International Conference on Communication Software and Networks (ICCSN 2019) 2019 IEEE 11th International Conference on Communication Software and Networks (ICCSN 2019) - China
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 - United States
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) - Tunisia
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) - 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) - Malaysia
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 - Malaysia
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 - South Korea
Teaching Experience:
Head of Department Abasyn University, Islambad 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