Dr. Farhan Hussain is currently working as an Assistant Professor in the Department of Computer & Software Engineering, at CEME, NUST. He completed his Ph.D. in Electronics & Computer Engineering from Hanyang University, Seoul, South Korea. He also completed his masters from the same university with the same major. His area of interest include convolutional neural networks, deep learning, machine learning, image and video processing/compression, NAND based flash memories and memory systems. He has published various research articles in various international journals and conferences.
Deep learning, Convolutional Neural Networks, Artificial Neural Networks, Image & Video Compression, NAND based Flash Memory, Memory Systems
Farhan Hussain and Jechang Jeong, “Efficient deep neural network for digital image compression employing rectified linear neurons,” Journal of Sensors, Article ID 709387, in press.
Farhan Hussain and Jechang Jeong, “Visibility enhancement of scene images degraded by foggy weather conditions with deep neural networks,” Journal of Sensors, Article ID 134594, in press.
Farhan Hussain and Jechang Jeong, “Exploiting deep neural networks for digital image compression,” in Proc. 2nd World Symposium on Web Applications and Networking, Sousse, Tunisia, Mar. 2015.
Hussain Farhan and Hyuk Lee, “Multilevel successive elimination for binary block matching motion estimation,” in Proc. 19th Joint Conference on Communication and Information, Apr. 2009, pp. 204-205.
P. Ali, F. Hussain, and J. Jeong, “A new demapping technique for 16-APSK modulation for digital video broadcasting in AWGN channel,” in Proc. IEEE CS, Intl. conf. on Convergence and Hybrid Information Technology, Nov. 2008, pp. 14-15.
P. Ali, F. Hussain and J. Jeong, “A low complexity demapping technique for 16-APSK modulation for digital video broadcasting in AWGN channel,” in Proc. 21st Korea Signal Processing Conference, KSPC, Sep. 2008, pp. 76-77.
H. Kim, F. Hussain, S. Jung, and Y. H. Song, “Management scheme of address mapping information for NAND storage system,” in Proc IEEE International Conference on Electronics, Information and Communications,Jan. 2014, pp. 127-128.
T. Huh, F. Hussain, S. Jung, and Y. H. Song, “Lifetime enhancement of NAND flash memory-based storage system by bad block reuse scheme,” in Proc IEEE International Conference on Electronics, Information and Communications, Jan. 2014, pp. 141-142.
H. Kim, S. H. Jo, F. Hussain, and Y. H. Song “Memory data reorganization for performance improvement of HEVC DCT,” in Proc IEEE International Conference on Electronics, Information and Communications, Jan. 2014, pp. 166-167.
||IQRA University, Peshawar|
||College of EME, NUST|
||Advanced Computer Architecture|
||Advanced Operating Systems|
||Computer System Architecture|
||Signals & Systems|
||Object Oriented Programming|
||Electrical Circuit Analysis|