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Signal/Image/Video Processing

Signal Image and Video Processing

Overview
The prevalence of various data processing technologies and high-end computers has enabled the ability to mathematically manipulate data which has formerly relied on the brain for processing such as speech, audio, images, and video. This area has four faculty members, and research and teaching in this area are on fundamental theory and applications to real-world data processing problems. Data processing touches a large variety of engineering problems, from communication to human-computer interface, to medical imaging and multimedia.


Research
Research in this area at OSU includes the following three main thrusts — (1) Signal processing: audio compression, speech recognition, speech synthesis, language identification, statistical signal processing, wireless sensor networks. (2) Image processing: image compression, image enhancement, remote sensing data analysis, medical image analysis. (3) Video processing: content-based video analysis, visual surveillance, human activity recognition, object tracking/recognition, and multimedia applications, etc.

Signal Image and Video Processing

Courses

  • Statistical Signal Processing
  • Digital Signal Processing
  • Speech Signal Processing
  • Digital Image Processing
  • Computer Vision

Research Labs
Visual Computing and Image Processing Lab
Speech and Audio Communications Lab
Wireless Sensor Networks Lab
Image Coding and Analysis
Advanced Information Processing Lab

Faculty
Dr. Damon Chandle received his B.S. in biomedical engineering from The Johns Hopkins University in 1998, and his M.Eng., M.S., and Ph.D. degrees in electrical engineering from Cornell University in 2000, 2003, and 2006, respectively. He has been an assistant professor in the School of Electrical and Computer Engineering at OSU since August, 2006. His research interests include image processing, data compression, natural scene statistics and visual psychophysics.

Dr. Qi Cheng received a B.E. in electrical engineering (with highest honor) from Shanghai Jiao Tong University, Shanghai, China in July 1999. She worked as a System Engineer in Guoxin Lucent Technologies Network Technologies Co. Ltd. between July 1999 and Dec. 2000. From 2001-2006 she has been with the Data Fusion Group in the Department of Electrical Engineering & Computer Science of Syracuse University, where she received a M.S. and Ph.D. in 2003 and 2006 respectively. She is currently an assistant professor in the Department of Electrical and Computer Engineering at Oklahoma State University. Her research interests include statistical signal processing and data fusion for communications and wireless sensor networks.

Dr. Guoliang Fan received his B.S. in automation engineering from Xi'an University of Technology, Xi'an, China, in 1993, a M.S. in Computer Engineering from Xidian University, Xi'an, China, in 1996, and a Ph.D. in Electrical Engineering from the University of Delaware, Newark, DE, in 2001. Since 2001, Dr. Fan has been an Assistant/Associate Professor in the School of Electrical and Computer Engineering at OSU. His research interests include image processing, computer vision and biomedical imaging applications. Dr. Fan is a recipient of the 2004 National Science Foundation (NSF) CAREER award and is a Senior Member of IEEE.

Dr. Nazanin Rahnavard received her B.S. and M.S. degrees in electrical engineering from Sharif University of Technology, Tehran, I ran, in 1999 and 2001, respectively. She then joined the Georgia Institute of Technology, Atlanta, GA, in 2002, where she received her Ph.D. degree in the School of Electrical and Computer Engineering in 2007. Her research interests lie in the area of telecommunications with a focus on error-control coding, wireless ad-hoc and sensor networks, and cognitive radio. Nazanin received the outstanding research award from the Center for Signal and Image Processing at the Georgia Institute of Technology in Spring 2007.

Dr. Keith Teague received his Ph.D. in electrical engineering from OSU in 1984, specializing in signal processing and communications. His research interests include speech and audio signal processing, secure voice communications, low rate speech coding, voice over IP and wired and wireless secure communications systems. Dr. Teague has industrial experience with Amoco Production Company Research Center in Tulsa, Oklahoma. He currently serves as Head of the School of Electrical and Computer Engineering at Oklahoma State University. He is a senior member of the IEEE.

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