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The USC
Signal and Image Processing Institute was one of the first research
organizations in the world dedicated to image processing. Image processing
work began at USC in 1962 and the Institute itself was founded in 1971 by
William K. Pratt and Harry C. Andrews with support from the Defense Advanced
Research Projects Agency (DARPA). During the 1970s, researchers at SIPI
concentrated on the basic theory of image processing and applications to image
de-blurring, image coding and feature extraction. Much of the early work on
transform coding, now the basis of the JPEG and MPEG standards for still and
video image compression and transmission, was conducted within SIPI.
The Image Database that has been developed at SIPI since the 1970s has been
distributed world wide and provides many of the standard test images found
throughout the image processing literature of the past 30 years - probably the
best known of these is the "Lena" image shown here.
Harry
Andrews and Bill Pratt left USC in the late 1970's to work in corporations
developing commercial image processing applications. Dr. Andrews is now a
Senior VP with 3M Corporation while Dr. Pratt has held senior positions with
Compression Labs, Sun Microsystems, and Photon Dynamics. In the years since,
the Institute has been directed by Alexander A. Sawchuk, Rama Chellappa, Jerry
Mendel, Bart Kosko and Richard Leahy. Building on the foundations laid by its
founders, SIPI has expanded its research scope to include many aspects of
signal and image processing theory and applications.
Research in SIPI has been at the forefront of signal processing with
fundamental work on the development of signal processing theory based on
higher-order statistics, fuzzy logic and artificial neural networks. SIPI
researchers are also active in the design of VLSI, optical and opto-electronic
systems for fast implementation of signal processing algorithms. Faculty in
SIPI are involved in applying state of the art signal processing techniques to
a wide range of real world problems. Recent applications include medical
imaging, array signal processing, immersive audio, video image compression and
other multimedia related technologies. Faculty and students in SIPI have access
to a number of world class facilities including image compression, immersive
audio, and optical computing labs. Facilities for fabrication of
microelectronic and electro-optical devices and a network of workstations and
computers provide a rich infrastructure for research in signal and image
processing.
The Institute maintains close academic ties with the Department of
Electrical Engineering and other departments and institutes within the
university. The Institute currently consists of 12 full-time faculty,
approximately 60 students and several full-time administrative, technical, and
research staff. The faculty of SIPI have been recognized through awards given
by a number of professional societies, including the Institute of Electrical
and Electronics Engineers (IEEE), the Optical Society of America (OSA), and the
Society of Photo-Optical Instrumentation Engineers (SPIE). SIPI faculty serve
as editors for IEEE and OSA publications. Four of the faculty are Fellows of
the IEEE, one is a Fellow of the OSA and SPIE, and one is a member of the
National Academy of Engineering.
The faculty in SIPI are involved in a range of interdisciplinary research
projects with collaborations with faculty in the medical school and the
departments of psychology, cinema-TV, politics and others. Recently, Professor
Nikias led a team of researchers from SIPI and other academic and research
groups within USC in the formation of the Integrated Media Systems Center
(IMSC). In 1996 this center was funded by the National Science Foundation as
one of the Engineering Research Centers. With more than 40 corporate sponsors,
in addition to the NSF, the Integrated Media Systems Center is a national
center for research in multimedia related technologies with a multimillion
dollar budget.
Graduate students play a central role in the life of the Institute. There
is a close interaction between the members of the Institute and their students.
Seminars within SIPI involve faculty, students, and guest speakers from other
universities and local industry. There are also numerous informal group
meetings within SIPI on topics ranging from image compression to functional
brain mapping. SIPI has graduated more than 200 Ph.D. students since its
inception. They now occupy positions throughout academia and industry. Students
considering pursuing a graduate degree in the area of signal and image
processing are encouraged to browse through the web site for more information
on research at SIPI and on how to join the Institute as a research assistant.
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