Sotabase

Career

· Chair of the Department of EECS, UC Berkeley2004–
· Chair of the Computer Science Division, UC Berkeley2002–
· Faculty Member, UC Berkeley1986–
· Faculty Member in Electrical Engineering and Computer Science, University of California, Berkeley1986–
· Professor, Chair of the Department of EECS (2004-2006), Chair of the Computer Science Division (2002-2006), University of California, Berkeley1986–

Publications (468)

A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001 · 2001
8,626
cited
Shape Matching and Object Recognition Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002
6,855
cited
Contour Detection and Hierarchical Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011
5,640
cited
SlowFast Networks for Video Recognition
IEEE International Conference on Computer Vision · 2018
3,904
cited
Learning to detect natural image boundaries using local brightness, color, and texture cues
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004
2,658
cited
Region-Based Convolutional Networks for Accurate Object Detection and Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016
2,584
cited
Modeling and Rendering Architecture from Photographs: A hybrid geometry- and image-based approach
International Conference on Computer Graphics and Interactive Techniques · 1996
2,234
cited
Recovering high dynamic range radiance maps from photographs
International Conference on Computer Graphics and Interactive Techniques · 1997
2,154
cited
End-to-End Recovery of Human Shape and Pose
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
1,966
cited
Learning a classification model for segmentation
Proceedings Ninth IEEE International Conference on Computer Vision · 2003
1,927
cited
Semantic contours from inverse detectors
Vision · 2011
1,845
cited
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
International Journal of Computer Vision · 2001
1,774
cited
Habitat: A Platform for Embodied AI Research
IEEE International Conference on Computer Vision · 2019
1,699
cited
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002
1,656
cited
Hypercolumns for object segmentation and fine-grained localization
Computer Vision and Pattern Recognition · 2014
1,630
cited
Learning Rich Features from RGB-D Images for Object Detection and Segmentation
European Conference on Computer Vision · 2014
1,612
cited
Spectral grouping using the Nystrom method
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004
1,506
cited
Ieee Transactions on Pattern Analysis and Machine Intelligence 1 Large Displacement Optical Flow: Descriptor Matching in Variational Motion Estimation
1,487
cited
Recognizing action at a distance
Proceedings Ninth IEEE International Conference on Computer Vision · 2003
1,375
cited
SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition
Computer Vision and Pattern Recognition · 2006
1,371
cited
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