Stefano Soatto | |
---|---|
Born | |
Alma mater | California Institute of Technology |
Known for | Dynamic Vision |
Awards | Marr Prize, ICRA Best Paper Award, Siemens Prize |
Scientific career | |
Fields | Computer Vision, Machine Learning, Robotics |
Institutions | University of California, Los Angeles |
Thesis | A Geometric Framework for Dynamic Vision (1996) |
Doctoral advisor | Pietro Perona |
Other academic advisors | Roger Brockett, Giorgio Picci |
Website | www |
Stefano Soatto is professor of computer science at the University of California, Los Angeles (UCLA), in Los Angeles, CA, where he is also professor of electrical engineering and founding director of the UCLA Vision Lab.
This section of a biography of a living person does not include any references or sources .(May 2019) |
Soatto obtained his D. Eng. in electrical engineering, cum laude, from the University of Padua in 1992, was an EAP Fellow at the University of California, Berkeley in 1990–1991, and received his Ph.D. in control and dynamical systems from the California Institute of Technology in 1996 with dissertation "A Geometric Approach to Dynamic Vision". In 1996–97 he was a postdoctoral scholar at Harvard University, and subsequently held positions as assistant and associate professor of electrical engineering and biomedical engineering at Washington University in St. Louis, and of mathematics and computer science at the University of Udine, Italy. He has been at UCLA since 2000.
Soatto's research focuses on computer vision, machine learning and robotics. He co-developed optimal algorithms for structure from motion (SFM, or visual SLAM, simultaneous localization and mapping, in robotics; Best Paper Award at CVPR 1998), characterized its ambiguities (David Marr Prize at ICCV 1999), also characterized the identifiability and observability of visual-inertial sensor fusion (Best Paper Award at ICRA 2015). His research focus is the development of representations, that are functions of the data that capture their informative content and discard irrelevant variability in the data (a generalized form of 'noise' or 'clutter'). Soatto's lab first to demonstrate real-time SFM and augmented reality (AR) on commodity hardware in live demos at CVPR 2000, ICCV 2001, and ECCV 2002. He also co-led the UCLA-Golem Team in the second DARPA Grand Challenge for autonomous vehicles, with Emilio Frazzoli (co-founder of NuTonomy), and Amnon Shashua (co-founder of Mobileye).
Soatto was named Fellow of the Institute of Electrical and Electronics Engineers (IEEE) in 2013 [1] for contributions to dynamic visual processes. He received the David Marr Prize in Computer Vision in 1999. He was named to the 2022 class of ACM Fellows, "for contributions to the foundations and applications of visual geometry and visual representations learning". [2]
David A. Forsyth is a South-African-born American computer scientist and the Fulton Watson Copp Chair in Computer Science the University of Illinois at Urbana–Champaign.
Andrew Blake FREng, FRS, is a British scientist, former laboratory director of Microsoft Research Cambridge and Microsoft Distinguished Scientist, former director of the Alan Turing Institute, Chair of the Samsung AI Centre in Cambridge, honorary professor at the University of Cambridge, Fellow of Clare Hall, Cambridge, and a leading researcher in computer vision.
Takeo Kanade is a Japanese computer scientist and one of the world's foremost researchers in computer vision. He is U.A. and Helen Whitaker Professor at Carnegie Mellon School of Computer Science. He has approximately 300 peer-reviewed academic publications and holds around 20 patents.
Tomaso Armando Poggio, is the Eugene McDermott professor in the Department of Brain and Cognitive Sciences, an investigator at the McGovern Institute for Brain Research, a member of the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) and director of both the Center for Biological and Computational Learning at MIT and the Center for Brains, Minds, and Machines, a multi-institutional collaboration headquartered at the McGovern Institute since 2013.
Ruzena Bajcsy is an American engineer and computer scientist who specializes in robotics. She is professor of electrical engineering and computer sciences at the University of California, Berkeley, where she is also director emerita of CITRIS.
The International Conference on Computer Vision (ICCV) is a research conference sponsored by the Institute of Electrical and Electronics Engineers (IEEE) held every other year. It is considered to be one of the top conferences in computer vision, alongside CVPR and ECCV, and it is held on years in which ECCV is not.
Jitendra Malik is an Indian-American academic who is the Arthur J. Chick Professor of Electrical Engineering and Computer Sciences at the University of California, Berkeley. He is known for his research in computer vision.
Demetri Terzopoulos is a Greek-Canadian-American computer scientist and entrepreneur. He is currently a Distinguished Professor and Chancellor's Professor of Computer Science in the Henry Samueli School of Engineering and Applied Science at the University of California, Los Angeles, where he directs the UCLA Computer Graphics & Vision Laboratory.
P. J. Narayanan is a professor at the International Institute of Information Technology, Hyderabad, and the institute's current director since April 2013. He is known for his work in computer vision, computer graphics, and parallel computing on the GPU.
Jagdishkumar Keshoram Aggarwal is an American computer scientist, who is currently retired and is Cullen Trust Endowed Emeritus Professor of the Department of Electrical and Computer Engineering at the Cockrell School of Engineering, University of Texas at Austin. He is known for his contributions in the fields of computer vision, pattern recognition and image processing focusing on human motion and activities. He served in various positions in the Department of Electrical and Computer of the University of Texas at Austin and other institutions.
René Vidal is a Chilean electrical engineer and computer scientist who is known for his research in machine learning, computer vision, medical image computing, robotics, and control theory. He is the Herschel L. Seder Professor of the Johns Hopkins Department of Biomedical Engineering, and the founding director of the Mathematical Institute for Data Science (MINDS).
Yi Ma is a professor in Electrical Engineering and Computer Sciences at the University of California, Berkeley. Ma was named an IEEE Fellow in 2013 for contributions to computer vision and pattern recognition, an ACM Fellow in 2017 "for contributions to theory and application of low-dimensional models for computer vision and pattern recognition", and a SIAM Fellow in 2020 for "contributions to the theory and algorithms for low-dimensional models and their applications in computer vision and image processing". He received the David Marr Prize with Stefano Soatto, Jana Košecká, and Shankar Sastry for their paper Euclidean reconstruction and reprojection up to subgroups.
Jana Košecká is a Slovak computer scientist specializing in computer vision. She is a professor of computer science at George Mason University. Previously, Košecká was a researcher at Stanford University and the University of California, Berkeley.
Gregory D. Hager is the Mandell Bellmore Professor of Computer Science and founding director of the Johns Hopkins Malone Center for Engineering in Healthcare at Johns Hopkins University.
Jiebo Luo is a Chinese-American computer scientist, the Albert Arendt Hopeman Professor of Engineering and Professor of Computer Science at the University of Rochester. He is interested in artificial intelligence, data science and computer vision.
Stefan Roth is a German computer scientist, professor of computer science and dean of the department of computer science of the Technische Universität Darmstadt. He heads the Visual Inference Lab.
Michael J. Black is an American-born computer scientist working in Tübingen, Germany. He is a founding director at the Max Planck Institute for Intelligent Systems where he leads the Perceiving Systems Department in research focused on computer vision, machine learning, and computer graphics. He is also an Honorary Professor at the University of Tübingen.
Song-Chun Zhu is a Chinese computer scientist and applied mathematician known for his work in computer vision, cognitive artificial intelligence and robotics. Zhu currently works at Peking University and was previously a professor in the Departments of Statistics and Computer Science at the University of California, Los Angeles. Zhu also previously served as Director of the UCLA Center for Vision, Cognition, Learning and Autonomy (VCLA).
Jiaya Jia is a tenured professor of the Department of Computer Science and Engineering at The Chinese University of Hong Kong (CUHK). He is an IEEE Fellow, the associate editor-in-chief of one of IEEE’s flagship and premier journals- Transactions on Pattern Analysis and Machine Intelligence (TPAMI), as well as on the editorial board of International Journal of Computer Vision (IJCV).
Philip Torr FREng, FRS, is a British scientist and a professor at the University of Oxford, and a researcher in machine learning and computer vision.