Weakly Supervised Object Recognition and Localization with Stable Segmentations
to appear, ECCV 2008, Marseille, France.
2008
Carolina Galleguillos, Boris Babenko, Andrew Rabinovich and Serge Belongie
Weakly Supervised Object Recognition and Localization with Stable Segmentations
to appear, ECCV 2008, Marseille, France.
Piotr Dollár, Boris Babenko, Serge Belongie and Zhuowen Tu
Multiple Component Learning for Object Detection
to appear, ECCV 2008, Marseille, France.
Carolina Galleguillos, Andrew Rabinovich and Serge Belongie
Object Categorization using Co-Occurrence, Location and Appearance [pdf]
CVPR 2008, Anchorage, Alaska.
Vincent Rabaud and Serge Belongie
Re-Thinking Non-Rigid Structure From Motion [pdf]
CVPR 2008, Anchorage, Alaska.
Martin Koch, Jonathan Maltz, Bijumon Gangadharan, Supratik Bose, Himanshu Shukla, Ali Bani-Hashemi and Serge Belongie
Automatic Co-registration of Volumetric Datasets Based on Prostate Seed Fiducial Markers
ISBI 2008, Paris, France.
Fredrik Kahl, Sameer Agarwal, Manmohan Chandraker, David Kriegman and Serge Belongie
Practical Global Optimization for Multiview Geometry [pdf]
IJCV 79(3):271-284, September 2008.
2007
Stephan Steinbach, Vincent Rabaud and Serge Belongie
Soylent Grid: it's Made of People! [pdf]
Interactive Computer Vision 2007, Rio de Janeiro, Brazil.
Andrew Rabinovich, Andrea Vedaldi, Carolina Galleguillos, Eric Wiewiora and Serge Belongie
Objects in Context [pdf]
ICCV 2007, Rio de Janeiro, Brazil.
Andrew Rabinovich, Andrea Vedaldi and Serge Belongie
Does Image Segmentation Improve Object Categorization? [pdf]
UCSD CSE Technical Report CS2007-0908.
Manmohan Chandraker, Sameer Agarwal, David Kriegman and Serge Belongie
Globally Convergent Algorithms for Affine and Metric Upgrades in Stratified Autocalibration [pdf]
Marr Prize Honorable Mention
ICCV 2007, Rio de Janeiro, Brazil.
Boris Babenko, Piotr Dollár and Serge Belongie
Task Specific Local Region Matching [pdf]
ICCV 2007, Rio de Janeiro, Brazil.
Piotr Dollár, Vincent Rabaud and Serge Belongie
Non-Isometric Manifold Learning: Analysis and an Algorithm [pdf]
ICML 2007, Corvallis, Oregon.
Michele Merler, Carolina Galleguillos and Serge Belongie
Recognizing Groceries in situ Using in vitro Training Data [pdf]
SLAM 2007, Minneapolis, MN.
Piotr Dollár, Zhuowen Tu, Hai Tao and Serge Belongie
Feature Mining for Image Classification [pdf] [IEEE Xplore]
CVPR 2007, Minneapolis, MN.
Sameer Agarwal, Josh Wills, Lawrence Cayton, Gert Lanckriet, David Kriegman and Serge Belongie
Generalized Non-metric Multidimensional Scaling [pdf]
AISTATS 2007, San Juan, Puerto Rico.
2006
Piotr Dollár, Vincent Rabaud and Serge Belongie
Learning to Traverse Image Manifolds [pdf]
NIPS 2006, Vancouver, B.C.
Sameer Agarwal, Kristin Branson and Serge Belongie
Higher-Order Learning with Graphs [pdf] [ACM Portal]
ICML 2006, Pittsburgh, PA.
Robin Hewitt and Serge Belongie
Active Learning in Face Recognition: Using Tracking to Build a Face Model [pdf] [IEEE Xplore]
V4HCI 2006, New York City.
Nadav Ben-Haim, Boris Babenko and Serge Belongie
Improving Web-based Image Search via Content Based Clustering [pdf] [IEEE Xplore]
SLAM 2006, New York City.
Vincent Rabaud and Serge Belongie
Counting Crowded Moving Objects [pdf] [IEEE Xplore]
CVPR 2006, New York City.
Piotr Dollár, Zhuowen Tu and Serge Belongie
Supervised Learning of Edges and Object Boundaries [pdf] [IEEE Xplore]
CVPR 2006, New York City.
Andrew Rabinovich, Tilman Lange, Joachim Buhmann and Serge Belongie
Model Order Selection and Cue Combination for Image Segmentation [pdf] [IEEE Xplore]
CVPR 2006, New York City.
Satya Prakash Mallick, Sameer Agarwal, David Kriegman, Serge Belongie, Bridget Carragher and Clint Potter
Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach [pdf] [website] [IEEE Xplore]
CVPR 2006, New York City.
Josh Wills, Sameer Agarwal and Serge Belongie
A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion [pdf] [Kluwer online]
IJCV 68(2):125-143, June 2006.
Ben Ochoa and Serge Belongie
Covariance Propagation for Guided Matching [pdf]
SMVP 2006, Graz, Austria.
Sameer Agarwal, Manmohan Chandraker, Fredrik Kahl, David Kriegman and
Serge Belongie
Practical Global Optimization for Multiview Geometry [pdf]
ECCV 2006, Graz, Austria, pp. 592-605, vol. 1.
Andrew Rabinovich, Stanislaw Krajewski, Maryla Krajewska, Ahmed
Shabaik, Stephen M. Hewitt, Serge Belongie, John C. Reed and Jeffrey H. Price
Automated Scanning and Display of Tissue Microarrays [IEEE Xplore]
IEEE Transactions on Information Technology in Biomedicine, 10(12):209-219, April 2006.
2005
Marilia Maschion, Vincent Rabaud and Serge Belongie
Computer Vision: Fact and Fiction [website]
UCSD/Calit2 Instructional Video, 2005.
Louka Dlagnekov and Serge Belongie
Recognizing Cars [pdf] [website]
UCSD CSE Tech Report CS2005-0833.
Piotr Dollár, Vincent Rabaud, Garrison Cottrell and Serge Belongie
Behavior Recognition via Sparse Spatio-Temporal Features [pdf] [website]
VS-PETS 2005, Beijing, China.
Ivan Laptev, Serge Belongie, Patrick Pérez and Josh Wills
Periodic Motion Detection and Segmentation via Approximate Sequence Alignment [pdf] [website]
ICCV 2005, Beijing, China, pp. 816-823, vol. 1.
Serge Belongie, Greg Mori and Jitendra Malik
Matching with Shape Contexts
Analysis and Statistics of Shapes, eds. T. Yezzi and H. Krim, Birkhäuser, 2005.
Serge Belongie, Kristin Branson, Piotr Dollár, and Vincent Rabaud
Monitoring Animal Behavior in the Smart Vivarium [pdf] [website]
Measuring Behavior 2005, Wageningen, The Netherlands, pp. 70-72.
Sanjeev Kumar, Mainak Biswas, Serge Belongie and Truong Nguyen
Spatio-temporal texture synthesis and image inpainting for video applications
[pdf]
ICIP 2005, Genova, Italy, pp. 85-88, vol. 2.
Vincent Rabaud and Serge Belongie
Big Little Icons [pdf]
CVAVI 2005, San Diego, CA.
Sameer Agarwal, Jongwoo Lim, Lihi Zelnik-Manor, Pietro Perona, David Kriegman and Serge Belongie
Beyond Pairwise Clustering [pdf] [website]
CVPR 2005, San Diego, CA, pp. 838-845, vol. 2.
Kristin Branson and Serge Belongie
Tracking Multiple Mouse Contours (without Too Many Samples) [pdf] [website]
CVPR 2005, San Diego, CA, pp. 1039-1046, vol. 1.
Greg Mori, Serge Belongie and Jitendra Malik
Efficient Shape Matching Using Shape Contexts [pdf]
PAMI, 27(11):1832-1837, November 2005.
2004
Sameer Agarwal, Satya Mallick, David Kriegman and Serge Belongie
On Refractive Optical Flow [pdf] [webpage]
ECCV 2004, Prague, Czech Republic, pp. 483-494, vol. 2.
Josh Wills and Serge Belongie
A feature based method for determining dense long range correspondences [pdf] [ps] [webpage]
ECCV 2004, Prague, Czech Republic, pp. 170-182, vol. 3.
Serge Belongie and Josh Wills
Structure from Periodic Motion [pdf]
SCVMA 2004, Prague, Czech Republic, pp. 16-24.
Charless Fowlkes, Serge Belongie, Fan Chung and Jitendra Malik
Spectral Grouping Using the Nyström Method [ps] [pdf] [webpage] [IEEE Xplore]
PAMI, 26(2):214-225, February 2004.
Julio Carballido Gamio, Serge Belongie and Sharmila Majumdar
Normalized Cuts in 3D for Spinal MRI Segmentation [pdf] [IEEE Xplore]
IEEE Transactions on Medical Imaging, 23(1):36-44, January 2004.
2003
Andrew Rabinovich, Sameer Agarwal, Casey Laris, Jeff Price and Serge Belongie
Unsupervised Color Decomposition of Histologically Stained Tissue Samples [pdf] [webpage]
NIPS 2003, Vancouver, B.C.
Kristin Branson, Vincent Rabaud and Serge Belongie
Three Brown Mice: See How They Run [pdf] [webpage]
VS-PETS 2003, Nice, France.
Sameer Agarwal, Ravi Ramamoorthi, Serge Belongie and Henrik Wann Jensen
Structured Importance Sampling of Environment Maps [pdf] [mov] [avi]
SIGGRAPH 2003, San Diego, CA, TOG 22(3):605-612, July 2003.
Josh Wills, Sameer Agarwal and Serge Belongie
What Went Where [pdf] [webpage]
CVPR 2003, Madison, WI, pp. 37-44 vol. 1.
2002
Sameer Agarwal and Serge Belongie
Segmentation by Example [pdf]
UCSD CSE Tech Report CS2003-0762.
Sameer Agarwal and Serge Belongie
On the Non-Optimality of Four Color Coding of
Image Partitions [pdf] [IEEE Xplore]
ICIP 2002, Rochester, NY, pp. 677-680 vol. 2.
Charless Fowlkes, Qun Shan, Serge Belongie and Jitendra Malik
Extracting Global Structure from Gene Expression Profiles [doc] [demo]
in Methods of Microarray Data Analysis II, S. M. Lin and K. F. Johnson, editors, Kluwer Academic Publishers, 2002.
Julio Carballido Gamio, Serge Belongie and Sharmila
Majumdar
Normalized Cuts for Spinal MRI Segmentation [pdf]
CARS 2002, Paris, France.
Chad Carson, Serge Belongie, Hayit Greenspan and Jitendra Malik,
Blobworld: Color- and Texture-Based Image Segmentation Using EM and
Its Application to Image Querying and Classification [ps.gz] [IEEE Xplore]
PAMI, 24(8):1026-1038, August 2002.
Serge Belongie, Charless Fowlkes, Fan Chung and Jitendra Malik
Spectral Partitioning with
Indefinite Kernels using the Nyström Extension [ps.gz] [Springer LINK]
ECCV 2002, Copenhagen, Denmark, pp. 21-31 vol. 2.
Gianluca Donato and Serge Belongie
Approximate Thin Plate Spline
Mappings [pdf] [Springer LINK] [tech report] [data]
ECCV 2002, Copenhagen, Denmark, pp. 531-542 vol. 2.
Serge Belongie, Jitendra Malik and Jan Puzicha
Shape Matching and Object Recognition Using Shape Contexts [pdf] [IEEE Xplore] [webpage] [code]
PAMI, 24(4):509-522, April 2002.
2001
Greg Mori, Serge Belongie and Jitendra Malik
Shape Contexts Enable
Efficient Retrieval of Similar Shapes
[pdf]
CVPR 2001, Kauai, HI, pp. 723-730
vol. 1.
Serge Belongie, Jitendra Malik and Jan Puzicha
Matching Shapes
[pdf]
ICCV 2001, Vancouver, B.C., pp.
454-61 vol.1.
Charless Fowlkes, Qun Shan, Serge Belongie and Jitendra Malik
Extracting
Global Structure from Gene Expression Profiles [ps.gz] [pdf] [project]
CAMDA 2001, Durham, NC.
Charless Fowlkes, Serge Belongie and Jitendra Malik
Efficient
Spatiotemporal Grouping Using the Nyström Method
[abstract]
[ps.gz]
[pdf]
[video frames]
CVPR 2001, Kauai, HI, pp. 231-238
vol. 1.
Jitendra Malik, Serge Belongie, Thomas Leung and Jianbo Shi
Contour and Texture Analysis for Image Segmentation [Kluwer online]
[pdf]
IJCV, 43 (1):7-27, June 2001.
2000
Serge Belongie, Jitendra Malik and Jan Puzicha
Shape Context: A new
descriptor for shape matching and object recognition
[ps.gz]
NIPS 2000, Denver, CO, pp.
831-837.
Serge Belongie and Jitendra Malik
Matching with Shape
Contexts
[ps.gz]
[pdf]
CBAIVL
2000, Hilton Head, SC, pp. 20-6.
Ph.D. Thesis: Image Segmentation and Shape Matching for Object Recognition, U.C. Berkeley, 2000.
Jitendra Malik, Serge Belongie, Thomas Leung and Jianbo Shi
Contour and Texture Analysis for Image Segmentation [ps.gz]
In Perceptual Organization for Artificial Vision Systems, K.L. Boyer and S. Sarkar, editors. Kluwer Academic Publishers, 2000.
Jan Puzicha and Serge Belongie
Model-based Halftoning for Color Image
Segmentation
[pdf]
[IEEE Xplore]
ICPR 2000, Barcelona, Spain, pp.
629-32 vol.3.
1999
Jitendra Malik, Serge Belongie, Jianbo Shi and Thomas Leung
Textons, Contours and
Regions: Cue Combination in Image Segmentation
[ps.gz]
[pdf]
ICCV 1999, Corfu, Greece, pp. 918-25
vol.2.
Jitendra Malik, Jianbo Shi, Serge Belongie and Thomas Leung
Grouping
in the Normalized Cut Framework
D.A. Forsyth et al. (Eds.): Shape,
Contour and Grouping in Computer Vision, Springer Verlag LNCS
1681, pp. 155-164, 1999.
Chad Carson, Megan Thomas, Serge Belongie, Joseph M. Hellerstein and Jitendra
Malik
Blobworld: A
system for region-based image indexing and retrieval
[ps] [long ps]
VISUAL 1999, Amsterdam,
The Netherlands, pp. 509-16.
B.S. Manjunath, Y. Deng, D.A. Forsyth, C. Carson, S. Ioffe, S. Belongie, J. Malik, W.-Y. Ma
Image Retrieval in Digital Libraries
in Multimedia: Standards, Systems and Networks, A. Puri and T. Chen editors, Marcel Dekker, 1999.
1998
Jianbo Shi, Serge Belongie, Thomas Leung and Jitendra Malik
Image and Video Segmentation: The Normalized Cut Framework
[ps.gz]
ICIP 1998, Chicago, IL, pp. 943-7
vol.1.
Serge Belongie and Jitendra Malik
Finding Boundaries in Natural Images: A New Method Using Point Descriptors and Area Completion [pdf]
ECCV
1998, Freiburg, Germany, pp. 751-66 vol.1.
Serge Belongie, Chad Carson, Hayit Greenspan and Jitendra Malik
Color- and
Texture-based Image Segmentation Using the Expectation-Maximization Algorithm
and Its Application to Content-Based Image Retrieval [pdf]
ICCV 1998, Mumbai, India,
pp. 675-82.
1997
Chad Carson, Serge Belongie, Hayit Greenspan and Jitendra Malik
Region-Based Image
Querying [pdf]
CBAIVL 1997, San Juan, Puerto Rico, pp. 42-9.
M.S. Project: Color- and Texture-Based Image Segmentation Using EM and Its Application to Content-Based Image Retrieval, U.C. Berkeley, 1997.
Serge Belongie, Chad Carson, Hayit Greenspan and Jitendra Malik
Recognition of
Images in Large Databases Using a Learning Framework
[ps.gz]
UC Berkeley CS Tech
Report 97-939.
1996
David Forsyth, Jitendra Malik, Margaret Fleck, Hayit Greenspan, Thomas Leung,
Serge Belongie, Chad Carson and Chris Bregler
Finding Pictures of Objects
in Large Collections of Images [ps.gz]
ECCV
'96 International Workshop on Object Recognition for Computer Vision 1996, Cambridge, England, pp.
335-60.
Jitendra Malik, David Forsyth, Margaret Fleck, Hayit Greenspan, Thomas Leung, Chad Carson, Serge Belongie and Chris Bregler
Finding Objects in Image Databases by Grouping
[IEEE Xplore]
[pdf]
Invited presentation, ICIP 1996 special session on Images in Digital Libraries, pp. 761-4 vol.2.
Serge Belongie, Robert Blasi and Kevin Murphy
Grouping of Color and Texture Features for Automated Image Annotation [ps.gz]
Technical Report for CS280, U.C. Berkeley, 1996.
1994
Hayit Greenspan, Serge Belongie, Pietro Perona, Rodney Goodman, Subrata Rakshit and
Charles Anderson
Overcomplete Steerable Pyramid Filters and Rotation Invariance
[ps.Z]
[pdf]
CVPR 1994, Seattle, WA,
pp. 222-8.
Hayit Greenspan, Serge Belongie, Pietro Perona and Rodney Goodman
Rotation Invariant Texture Recognition Using a Steerable Pyramid
[ps.Z]
[pdf]
ICPR 1994, Jerusalem, Israel, pp. 162-7 vol 2.
Last updated May 14, 2005.