![]() | This biographical article is written like a résumé .(April 2024) |
Peyman Milanfar is a scientist and Sr. Director at Google Research, where he leads the Computational Imaging team. Prior to this, he was a Professor of Electrical Engineering at University of California Santa Cruz, from 1999 to 2014. He was Associate Dean for Research at the School of Engineering from 2010 to 2012. From 2012 to 2014 he was on leave at Google-x, where he helped develop the imaging pipeline for Google Glass. Most recently, his team at Google developed the digital zoom pipeline for the Pixel phones, which includes the multi-frame super-resolution "Super Res Zoom" technology, and the RAISR upscaling algorithm. In addition, the Night Sight mode on Pixel 3 uses the Super Res technology (whether zoomed or not) for vivid shots in all lighting conditions.
His work includes the development of fast and robust methods for super-resolution, statistical analysis of performance limits for inverse problems in imaging, and the development of adaptive non-parametric techniques (kernel regression) for image and video processing. He holds more than a dozen US patents in the field of imaging, video, and computer vision. [1]
Milanfar did his undergraduate studies at University of California, Berkeley, graduating in 1988, with a joint degree in Mathematics and Electrical Engineering. Milanfar received his Ph.D. in Electrical Engineering and Computer Sciences from MIT in 1993, with Alan S. Willsky. [2] He was a research scientist at SRI International from 1994 to 1999 before moving to UC Santa Cruz.
In 2000, Milanfar won a Career award from the US National Science Foundation. [3] He was elected to IEEE Fellow [4] in 2010 for contributions to inverse problems and super-resolution in imaging. He is a Distinguished Lecturer of the IEEE Signal Processing Society.
He has published more than 200 peer-reviewed journal and conference articles. [5] [6] He won a best paper awards from IEEE in 2010 and 2021. [7]
Peyman Milanfar, Ed., Super-resolution Imaging, [8] CRC Press, 2010
Ivan Edward Sutherland is an American computer scientist and Internet pioneer, widely regarded as a pioneer of computer graphics. His early work in computer graphics as well as his teaching with David C. Evans in that subject at the University of Utah in the 1970s was pioneering in the field. Sutherland, Evans, and their students from that era developed several foundations of modern computer graphics. He received the Turing Award from the Association for Computing Machinery in 1988 for the invention of the Sketchpad, an early predecessor to the sort of graphical user interface that has become ubiquitous in personal computers. He is a member of the National Academy of Engineering, as well as the National Academy of Sciences among many other major awards. In 2012, he was awarded the Kyoto Prize in Advanced Technology for "pioneering achievements in the development of computer graphics and interactive interfaces".
Thomas Kailath is an Indian born American electrical engineer, information theorist, control engineer, entrepreneur and the Hitachi America Professor of Engineering emeritus at Stanford University. Professor Kailath has authored several books, including the well-known book Linear Systems, which ranks as one of the most referenced books in the field of linear systems.
Demosaicing, also known as color reconstruction, is a digital image processing algorithm used to reconstruct a full color image from the incomplete color samples output from an image sensor overlaid with a color filter array (CFA) such as a Bayer filter. It is also known as CFA interpolation or debayering.
The Baskin School of Engineering, known simply as Baskin Engineering, is the school of engineering at the University of California, Santa Cruz. It consists of six departments: Applied Mathematics, Biomolecular Engineering, Computational Media, Computer Science and Engineering, Electrical and Computer Engineering, and Statistics.
Martín Abadi is an Argentine computer scientist, working at Google as of 2024. He earned his Doctor of Philosophy (PhD) in computer science from Stanford University in 1987 as a student of Zohar Manna.
Martin Vetterli was president of École polytechnique fédérale de Lausanne (EPFL) in Switzerland, succeeding Patrick Aebischer. He's a professor of engineering and was formerly the president of the National Research Council of the Swiss National Science Foundation.
S. Shankar Sastry is the Founding Chancellor of the Plaksha University, Mohali and a former Dean of Engineering at University of California, Berkeley.
E. James Whitehead is Professor and Chair of Computational Media at the University of California, Santa Cruz, United States. He served as the Chair of the Computer Science department University of California, Santa Cruz from 2010 to 2014. He received a BS in Electrical Engineering from the Rensselaer Polytechnic Institute in 1989, and a PhD in Information and Computer Science from the University of California, Irvine, in 2000.
Sung-Mo "Steve" Kang is an American electrical engineering scientist, professor, writer, inventor, entrepreneur and 15th president of KAIST. Kang was appointed as the second chancellor of the University of California, Merced in 2007. He was the first department head of foreign origin at the electrical and computer engineering department at the University of Illinois at Urbana-Champaign and Dean of the Baskin School of Engineering at UC Santa Cruz. Kang teaches and has written extensively in the field of computer-aided design for electronic circuits and systems; he is recognized and respected worldwide for his outstanding research contributions. Kang has led the development of the world’s first 32-bit microprocessor chips as a technical supervisor at AT&T Bell Laboratories and designed satellite-based private communication networks as a member of technical staff. Kang holds 15 U.S. patents and has won numerous awards for his ground breaking achievements in the field of electrical engineering.
David Albert Huffman was an American pioneer in computer science, known for his Huffman coding. He was also one of the pioneers in the field of mathematical origami.
Lise Getoor is a professor in the computer science department, at the University of California, Santa Cruz, and an adjunct professor in the Computer Science Department at the University of Maryland, College Park. Her primary research interests are in machine learning and reasoning with uncertainty, applied to graphs and structured data. She also works in data integration, social network analysis and visual analytics. She has edited a book on Statistical relational learning that is a main reference in this domain. She has published many highly cited papers in academic journals and conference proceedings. She has also served as action editor for the Machine Learning Journal, JAIR associate editor, and TKDD associate editor.
The University of California High-Performance AstroComputing Center (UC-HiPACC) based at the University of California at Santa Cruz (UCSC) is a consortium of nine University of California campuses and three Department of Energy laboratories. The consortium's goal is to support and facilitate original research and education in computational astrophysics and to engage in public outreach and education.
Theodosios Pavlidis is a computer scientist and Distinguished Professor Emeritus of Computer Science at the State University of New York, Stony Brook.
Subhasis Chaudhuri is an Indian electrical engineer and former director at the Indian Institute of Technology, Bombay. He is a former K. N. Bajaj Chair Professor of the Department of Electrical Engineering of IIT Bombay. He is known for his pioneering studies on computer vision and is an elected fellow of all the three major Indian science academies viz. the National Academy of Sciences, India, Indian Academy of Sciences, and Indian National Science Academy. He is also a fellow of Institute of Electrical and Electronics Engineers, and the Indian National Academy of Engineering. The Council of Scientific and Industrial Research, the apex agency of the Government of India for scientific research, awarded him the Shanti Swarup Bhatnagar Prize for Science and Technology, one of the highest Indian science awards, in 2004 for his contributions to Engineering Sciences.
Michael Elad is a professor of Computer Science at the Technion - Israel Institute of Technology. His work includes fundamental contributions in the field of sparse representations, and deployment of these ideas to algorithms and applications in signal processing, image processing and machine learning.
Moeness G. Amin is an Egyptian-American professor and engineer. Amin is the director of the Center for Advanced Communications and a professor in the Department of Electrical and Computer Engineering at Villanova University.
J. J. Garcia-Luna-Aceves is a Mexican-American computer engineer, currently professor at the University of Toronto's Department of Electrical and Computer Engineering. Until 2023, he was the Distinguished Professor of Computer Science and Engineering at University of California at Santa Cruz UCSC, holding the Jack Baskin Endowed Chair of Computer Engineering, is CITRIS Campus Director for UCSC, and was a Principal Scientist at the Xerox Palo Alto Research Center. He is a Fellow of the IEEE for contributions to theory and design of communication protocols for network routing and channel access and a fellow to AAAS.
Video super-resolution (VSR) is the process of generating high-resolution video frames from the given low-resolution video frames. Unlike single-image super-resolution (SISR), the main goal is not only to restore more fine details while saving coarse ones, but also to preserve motion consistency.
Mário A. T. Figueiredo is a Portuguese engineer, academic, and researcher. He is an IST Distinguished Professor and holds the Feedzai chair of machine learning at IST, University of Lisbon.
Leila Parsa is an electrical engineer from Iran whose research concerns power electronics, electric motors, and their applications in electric vehicles, electric aircraft, electric boats, and the generation of renewable energy. She is a professor of electrical and computer engineering at the University of California, Santa Cruz.