T
Trevor Darrell
Researcher at University of California, Berkeley
Publications - 734
Citations - 222973
Trevor Darrell is an academic researcher from University of California, Berkeley. The author has contributed to research in topics: Computer science & Object detection. The author has an hindex of 148, co-authored 678 publications receiving 181113 citations. Previous affiliations of Trevor Darrell include Massachusetts Institute of Technology & Boston University.
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Proceedings Article
An efficient projection for {\it l}$_{\mbox{1}}$,$_{\mbox{infinity}}$ regularization
Team SRI-Sarnoff 's AURORA System @ TRECVID 2011
Hui Cheng,Amir Tamrakar,Saad Ali,Qian Yu,Omar Javed,Jingen Liu,Ajay Divakaran,Alexander G. Hauptmann,Mubarak Shah,Subhabrata Bhattacharya,Michael Witbrock,Jon Curtis,Robert Mertens,Trevor Darrell,R. Manmatha,James Allan,SRI-International Sarnoff +16 more
TL;DR: In this article, the authors present results from the experimental evaluation for the TRECVID 2011 MED11 (Multimedia Event Detection) task as a part of Team SRI-Sarnoff's AURORA system being developed under the IARPA ALADDIN Program.
Transferring Visual Category Models to New Domains
TL;DR: This work learns a representation which minimizes the effect of shifting between source and target domains using a novel metric learning approach and demonstrates the ability of the adaptation method to improve performance of classifiers on new domains that have very little labeled data.
Journal ArticleDOI
Guest Editors’ Introduction to the Special Section on Learning with Shared Information for Computer Vision and Multimedia Analysis
TL;DR: The twelve papers in this special section focus on learning systems with shared information for computer vision and multimedia communication analysis, which are very effective in solving real-world large-scale problems.