加州大学伯克利分校电气工程与计算机科学系导师教师师资介绍简介-Trevor Darrell

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Trevor Darrell

Professor in Residence

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Research Areas

Artificial Intelligence (AI)
Control, Intelligent Systems, and Robotics (CIR)
Computer Vision

Research Centers

CITRIS People and Robots (CPAR)
International Computer Science Institute (ICSI)
Berkeley Artificial Intelligence Research Lab (BAIR)
Berkeley Deep Drive (BDD)
Partners for Advanced Transit and Highways (PATH)


Biography

Professor Darrell is on the faculty of the CS Division at UC Berkeley. His group develops algorithms to enable visual recognition across a variety of platforms and applications. His interests include computer vision, machine learning, computer graphics, and perception-based human computer interfaces. Prof. Darrell was on the faculty of the MIT EECS department from 1999-2008, where he directed the Vision Interface Group. He was a member of the research staff at Interval Research Corporation from 1996-1999, and received the S.M. and Ph.D. degrees from MIT in 1992 and 1996, respectively. He obtained the B.S.E. degree from the University of Pennsylvania in 1988, having started his career in computer vision as an undergraduate researcher in Ruzena Bajcsy’s GRASP lab.

Education

1996, PhD, MAS, MIT
1988, BSE, CS, U.Penn.

Selected Publications

S. Karayev, M. Fritz, and T. Darrell, "Dynamic Feature Selection for Classification on a Budget," in ICML-W, 2013.
S. Karayev, T. Baumgartner, M. Fritz, and T. Darrell, "Timely Object Recognition," in NIPS, 2012.
J. Hoffman, B. Kulis, T. Darrell, and K. Saenko, "Discovering Latent Domains for Multisource Domain Adaptation," in European Conference Computer Vision (ECCV), T. Darrell, Ed., 2012.

Awards, Memberships and Fellowships

CS TCPAMI ICCV Helmholtz Prize, 2017
CS PAMI Mark Everingham Prize, 2017
RAS ICRA Best Paper Award in Cognitive Robotics, 2013


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