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A
Agarwal S., Mallick S., Kriegman D., Belongie S., "On Refractive Optical Flow", ECCV, Prague, Czech Republic, Springer Verlag, 2004. [BibTex]
Agarwal S., Belongie S., "On the Non-Optimality of Four Color Coding of Image Partitions", ICIP, vol. 2, pp. 677-680, 2002. [BibTex]
Agarwal S., Belongie S., "Segmentation by Example", Technical Report, no. CS2003-076: UCSD, 2003. [BibTex]
Agarwal S., Ramamoorthi R., Belongie S., Jensen H., "Structured Importance Sampling of Environment Maps", SIGGRAPH, San Diego, CA, 2003. [BibTex]
Agarwal S., Lim J., Zelnik-Manor L., Perona P., Kriegman D., Belongie S., "Beyond Pairwise Clustering", CVPR, vol. 2, San Diego, CA, pp. 838-845, 2005. [BibTex]
Agarwal S., Branson K., Belongie S., "Higher-Order Learning with Graphs", International Conference On Machine Learning (ICML), Pittsburgh, PA, 2006. [BibTex][pdf]
Agarwal S., Chandraker M., Kahl F., Kriegman D., Belongie S., "Practical Global Optimization for Multiview Geometry ", European Conference on Computer Vision (ECCV), vol. 1, Graz, Austria, pp. 592-605, 2006. [BibTex][pdf]
Agarwal S., Wills J., Cayton L., Lanckriet G., Kriegman D., Belongie S., "Generalized Non-metric Multidimensional Scaling", AISTATS, San Juan, Puerto Rico, 2007. [BibTex][pdf]
Alldrin N.G., Zickler T., Kriegman D.J., "Photometric Stereo With Non-Parametric and Spatially-Varying Reflectance", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, AK, 2008. [BibTex]
Alldrin N.G., Kriegman D.J., "Toward Reconstructing Surfaces With Arbitrary Isotropic Reflectance : A Stratified Photometric Stereo Approach", ICCV, Rio de Janeiro, Brazil, 2007. [BibTex]
Alldrin N.G., Mallick S.P., Kriegman D.J., "Resolving the Generalized Bas-Relief Ambiguity by Entropy Minimization", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, MN, 2007. [BibTex]
Alldrin N.G., Kriegman D.J., "A Planar Light Probe", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York, NY, 2006. [BibTex]
B
Babenko B., Dollár P., Belongie S., "Task Specific Local Region Matching", ICCV, Rio de Janeiro, 2007. [BibTex][pdf]
Babenko B., Dollár P., Tu Z., Belongie S., "Simultaneous Learning and Alignment: Multi-Instance and Multi-Pose Learning", RealFaces, Marseille, France, 2008. [BibTex][pdf]
Babenko B., Yang M., Belongie S., "Visual Tracking with Online Multiple Instance Learning", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, 2009. [BibTex][pdf]
Babenko B., Yang M., Belongie S., "A Family of Online Boosting Algorithms", Online Learning for Computer Vision (OLCV), Kyoto, 2009. [BibTex][pdf]
Babenko B., Branson S., Belongie S., "Similarity Functions for Categorization: from Monolithic to Category Specific ", International Conference on Computer Vision (ICCV), Kyoto, Japan, 2009. [BibTex][pdf]
Babenko B., Dollár P., Belongie S., Multiple Instance Learning with Query Bags, , 2009. [BibTex][pdf]
Belongie S., Wills J., "Structure from Periodic Motion", Workshop on Spatial Coherence for Visual Motion Analysis (SCVMA), Prague, Czech Republic, Springer Verlag, 2004. [BibTex]
Belongie S., Carson C., Greenspan H., Malik J., "Color- and Texture-Based Image Segmentation Using EM and Its Application to Content-Based Image Retrieval", IEEE International Conference on Computer Vision (ICCV), pp. 675–682, 1998. [BibTex]
Belongie S., Malik J., "Finding Boundaries in Natural Images: A New Method Using Point Descriptors and Area Completion", European Conference on Computer Vision (ECCV), Freiburg, Germany, June, 1998. [BibTex]
Belongie S., Malik J., "Matching with Shape Contexts", Content-based Access of Image and Video Libraries (CBAIVL), Hilton Head, SC, pp. 20-26, 2000. [BibTex]
Belongie S., Malik J., Puzicha J., "Shape Context: A new descriptor for shape matching and object recognition", Neural Information Processing Systems Conference (NIPS), pp. 831-837, December, 2000. [BibTex]
Belongie S., Malik J., Puzicha J., "Matching Shapes", ICCV, vol. 1, pp. 454-461, July, 2001. [BibTex]
Belongie S., Malik J., Puzicha J., "Shape Matching and Object Recognition Using Shape Contexts", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 4, pp. 509-522, April, 2002. [BibTex]
Belongie S., Fowlkes C., Chung F R K., Malik J., "Spectral Partitioning with Indefinite Kernels using the Nyström Extension", ECCV, Copenhagen, Denmark, Springer Verlag, 2002. [BibTex]
Belongie S., Carson C., Greenspan H., Malik J., "Recognition of Images in Large Databases Using a Learning Framework", UC Berkeley CS Tech Report , no. 97-939, 1997. [BibTex]
Belongie S., Branson K., Dollár P., Rabaud V., "Monitoring Animal Behavior in the Smart Vivarium", Measuring Behavior, Wageningen, NL, pp. 70-72, 2005. [BibTex][pdf]
Belongie S., Mori G., Malik J., "Matching with Shape Contexts", Analysis and Statistics of Shapes: Birkhäuser, 2005. [BibTex]
Belongie S., Blasi R., Murphy K., "Grouping of Color and Texture Features for Automated Image Annotation", Technical Report for CS280: U.C. Berkeley, 1996. [BibTex]
Ben-Haim N., Babenko B., Belongie S., "Improving Web-based Image Search via Content Based Clustering", SLAM, New York City, 2006. [BibTex][pdf]
Branson K., Rabaud V., Belongie S., "Three Brown Mice: See How They Run", IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Nice, France, October, 2003. [BibTex][pdf]
Branson K., Belongie S., "Tracking Multiple Mouse Contours (Without Too Many Samples)", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, June, 2005. [BibTex]
C
Carson C., Thomas M., Belongie S., Hellerstein J.M., Malik J., "Blobworld: A system for region-based image indexing and retrieval", VISUAL, Amsterdam, pp. 509–516, 1999. [BibTex]
Carson C., Belongie S., Greenspan H., Malik J., "Region-Based Image Querying", Content-based Access of Image and Video Libraries (CBAIVL), Puerto Rico, pp. 42-49, 1997. [BibTex]
Carson C., Belongie S., Greenspan H., Malik J., Blobworld: Color- and Texture-Based Image Segmentation Using EM and Its Application to Image Querying and Classification, , vol. 24, no. 8, pp. 1026-1038, August, 2002. [BibTex]
Chandraker M., Agarwal S., Kriegman D., "ShadowCuts: Photometric Stereo with Shadows", CVPR, Minneapolis, 2007. [BibTex]
Chandraker M., Agarwal S., Kahl F., Kriegman D., Nister D., "Autocalibration via Rank-Constrained Estimation of the Absolute Quadric", CVPR, Minneapolis, 2007. [BibTex]
Chandraker M., Kahl F., Kriegman D., "Reflections on the Generalized Bas-Relief Ambiguity", CVPR, San Diego, 2005. [BibTex]
Chandraker M., Kriegman D., "Globally Optimal Bilinear Programming for Computer Vision Applications", CVPR, Anchorage, Alaska, 06/2008. [BibTex]
Chandraker M., Agarwal S., Kriegman D., Belongie S., "Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration", ICCV, 2007. [BibTex]
Chandraker M., Lim J., Kriegman D.J., "Moving in Stereo: Efficient Structure and Motion Using Lines", ICCV, Kyoto, Japan, 10/2009. Abstract [BibTex]
Chandraker M., Agarwal S., Kriegman D., Belongie S., "Globally Optimal Algorithms for Stratified Autocalibration", International Journal of Computer Vision (IJCV), no. to appear, 2009. [BibTex]
D
Dlagnekov L., Belongie S., "Recognizing Cars", UCSD CSE Tech Report, no. CS2005-083, 2005. [BibTex]
Dollár P., Babenko B., Perona P., Belongie S., Tu Z., "Multiple Component Learning for Object Detection", European Conference on Computer Vision (ECCV), 2008. [BibTex][pdf]
Dollár P., Rabaud V., Belongie S., "Non-Isometric Manifold Learning: Analysis and an Algorithm", International Conference On Machine Learning (ICML), June, 2007. [BibTex][pdf]
Dollár P., Rabaud V., Belongie S., "Learning to Traverse Image Manifolds", Neural Information Processing Systems Conference (NIPS), Dec., 2006. [BibTex][pdf]
Dollár P., Rabaud V., Belongie S., "Learning to Traverse Image Manifolds", Tech Report, no. CS2007-087: UCSD CSE, 2007. [BibTex][pdf]
Dollár P., Rabaud V., Cottrell G., Belongie S., "Behavior Recognition via Sparse Spatio-Temporal Features", IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Beijing, China, 2005. [BibTex][pdf]
Dollár P., Tu Z., Belongie S., "Supervised Learning of Edges and Object Boundaries", CVPR, New York City, 2006. [BibTex][pdf]
Dollár P., Tu Z., Tao H., Belongie S., "Feature Mining For Image Classification", CVPR, 2007. [BibTex][pdf]
Dollár P., Tu Z., Perona P., Belongie S., "Integral Channel Features", British Machine Vision Conference (BMVC), London, England, 2009. [BibTex][pdf]
Donato G., Belongie S., "Approximate Thin Plate Spline Mappings", ECCV, vol. 2, Copenhagen, Denmark, Springer Verlag, pp. 531-542, 2002. [BibTex]
F
Fakourfar H., Belongie S., "Fingerprint Recognition System Performance in the Maritime Environment", Workshop on Applications of Computer Vision (WACV), Snowbird, UT, 2009. [BibTex][pdf]
Faymonville P., Wang K., Miller J., Belongie S., "CAPTCHA-based Image Labeling on the Soylent Grid", Human Computation Workshop (HCOMP), Paris, France, 2009. [BibTex][pdfpdf]
Forsyth D., Malik J., Fleck M., Greenspan H., Leung T., Belongie S., Carson C., Bregler C., "Finding Pictures of Objects in Large Collections of Images", ECCV '96 International Workshop on Object Recognition for Computer Vision, Cambridge, England, pp. 335-360, 1996. [BibTex]
Fowlkes C., Belongie S., Chung F., Malik J., "Spectral Grouping Using the Nyström Method", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, no. 2, pp. 214-225, Feburary, 2004. [BibTex][pdf]
Fowlkes C., Belongie S., Malik J., "Efficient Spatiotemporal Grouping Using the Nyström Method", CVPR, December, 2001. [BibTex]
Fowlkes C., Shan Q., Belongie S., Malik J., "Extracting Global Structure from Gene Expression Profiles", CAMDA, Durham, NC, 2001. [BibTex]
Fowlkes C., Shan Q., Belongie S., Malik J., "Extracting Global Structure from Gene Expression Profiles", Methods of Microarray Data Analysis II: Kluwer Academic, 2002. [BibTex]
G
Galleguillos C., Babenko B., Rabinovich A., Belongie S., "Weakly Supervised Object Recognition and Localization with Stable Segmentations", European Conference on Computer Vision (ECCV), Marseille, France, 2008. [BibTex][pdf]
Galleguillos C., Rabinovich A., Belongie S., "Object Categorization using Co-Occurrence, Location and Appearance", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, AK, 2008. [BibTex][pdf]
Galleguillos C., Belongie S., "Context Based Object Categorization: A Critical Survey", Technical Report CSE UCSD, no. CS2008-092, 08/2008. [BibTex][pdf]
Galleguillos C., Faymonville P., Belongie S., "BUBL: An Effective Region Labeling Tool Using a Hexagonal Lattice", Workshop on Emergent Issues in Large Amounts of Visual Data , Kyoto, Japan, 2009. [BibTex]
Gamio J., Belongie S., Majumdar S., "Normalized Cuts for Spinal MRI Segmentation", CARS, Paris, France, 2002. [BibTex]
Gamio J., Belongie S., Majumdar S., "Normalized Cuts in 3D for Spinal MRI Segmentation", IEEE Transactions on Medical Imaging, vol. 23, no. 1, pp. 36-44, January, 2004. [BibTex]
Greenspan H., Belongie S., Perona P., Goodman R., Rakshit S., Anderson C., "Overcomplete Steerable Pyramid Filters and Rotation Invariance", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 222-228, 1994. [BibTex][pdf]
Greenspan H., Belongie S., Perona P., Goodman R., "Rotation Invariant Texture Recognition Using a Steerable Pyramid", International Conference on Pattern Recognition (ICPR), vol. 2, pp. 162-167, 1994. [BibTex][pdf]
H
Hewitt R., Belongie S., "Active Learning in Face Recognition: Using Tracking to Build a Face Model", V4HCI, New York City, 2006. [BibTex][pdf]
Ho J., Lee K C., Kriegman D., "On Reducing the Complexity of Illumination Cones for Face Recognition", IEEE CVPR Workshop on Identifying Objects Across Variations in Lighting: Psychophysics and Computation, pp. 56–63, 2001. [BibTex]
Ho J., Lee K C., Yang M -H., Kriegman D., "Visual Tracking Using Learned Linear Subspaces", CVPR, pp. 782-789, 2004. [BibTex]
J
Joshi N., Zitnick L.C., Szeliski R., Kriegman D.J., "Image Deblurring and Denoising Using Color Priors", CVPR, Miami, Florida, 2009. [BibTex]
K
Kahl F., Agarwal S., Chandraker M., Kriegman D., Belongie S., "Practical Global Optimization for Multiview Geometry", IJCV, vol. 79, no. 3, pp. 271-284, 2008. [BibTex][pdf]
Koch M., Maltz J., Gangadharan B., Bose S., Shukla H., Bani-Hashemi A., Belongie S., "Automatic Co-registration of Volumetric Datasets Based on Prostate Seed Fiducial Markers", ISBI, Paris, France, 2008. [BibTex]
Koch M., Maltz J., Belongie S., Gangadharan B., Bose S., Bani-Hashemi A., "Automatic coregistration of volumetric images based on implanted fiducial markers", Medical Physics, vol. 35, no. 10, pp. 4513-23, October, 2008. [BibTex]
Kumar S., Biswas M., Belongie S., Nguyen T., "Spatio-temporal texture synthesis and image inpainting for video applications", ICIP, vol. 2, Genova, Italy, pp. 85-88, 2005. [BibTex]
L
Laptev I., Belongie S., Pérez P., Wills J., "Periodic Motion Detection and Segmentation via Approximate Sequence Alignment", ICCV, vol. 1, Beijing, China, pp. 816-823, 2005. [BibTex]
Lee K C., Ho J., Kriegman D., Nine Points of Lights: Acquiring Subspaces for Face Recognition under Variable Lighting, , pp. 519–526, 2001. [BibTex]
Lee K C., Ho J., Yang M -H., Kriegman D., "Video-Based Face Recognition Using Probabilistic Appearance Manifolds", CVPR, pp. 313–320, 2003. [BibTex]
Lee K C., Ho J., Yang M -H., Kriegman D., Visual Tracking and Recognition Using Probabilistic Appearance Manifolds, , vol. 99, pp. 303–331, 2005. [BibTex]
Lee K C., Kriegman D., "Online Learning of Probabilistic Appearance Manifolds for Video-based Recognition and Tracking", CVPR, 2005. [BibTex]
Lee K C., Kriegman D., Acquiring Linear Subspaces for Face Recognition under Variable Lighting, , vol. 27, no. 5, pp. 684–698, 2005. [BibTex]
M
Malik J., Belongie S., Shi J., Leung T., "Textons, Contours and Regions: Cue Integration in Image Segmentation", IEEE International Conference on Computer Vision (ICCV), pp. 918-925, 1999. [BibTex]
Malik J., Belongie S., Leung T., Shi J., "Contour and Texture Analysis for Image Segmentation", IJCV, vol. 43, no. 1, pp. 7-27, June, 2001. [BibTex]
Malik J., Belongie S., Leung T., Shi J., "Contour and Texture Analysis for Image Segmentation", Perceptual Organization for Artificial Vision Systems: Kluwer Academic, 2000. [BibTex]
Malik J., Shi J., Belongie S., Leung T., "Grouping in the Normalized Cut Framework", Shape, Contour and Grouping in Computer Vision, vol. LNCS 1681: Springer Verlag, pp. 155-164, 1999. [BibTex]
Malik J., Forsyth D., Fleck M., Greenspan H., Leung T., Carson C., Belongie S., Bregler C., "Finding Objects in Image Databases by Grouping", International Conference on Image Processing (ICIP), vol. 2, pp. 761-764, 1996. [BibTex][pdf]
Mallick S., Agarwal S., Kriegman D., Belongie S., Carragher B., Potter C., "Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York City, 2006. [BibTex][pdf]
Mallick S.P., Zhu Y., Kriegman D., "Detecting Particles in Cyro-EM Micrographs using Learned Features", Journal of Structural Biology, vol. 145, no. 1, pp. 52-62, 2004. [BibTex]
Manjunath B S., Deng Y., Forsyth D A., Carson C., Ioffe S., Belongie S., Malik J., Ma W - Y., Puri A., Chen T., "Image retrieval in digital libraries", Multimedia: Standards, Systems and Networks: Marcel Dekker, 1999. [BibTex]
Maschion M., Rabaud V., Belongie S., Computer Vision: Fact and Fiction, : UCSD/Calit2, 2005. [BibTex]
Merler M., Galleguillos C., Belongie S., "Recognizing Groceries in situ Using in vitro Training Data", SLAM, Minneapolis, MN, 2007. [BibTex][pdf]
Mori G., Belongie S., Malik J., "Shape Contexts Enable Efficient Retrieval of Similar Shapes", CVPR, December, 2001. [BibTex]
Mori G., Belongie S., Malik J., "Efficient Shape Matching Using Shape Contexts", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no. 11, pp. 1832-1837, November, 2005. [BibTex]
O
Ochoa B., Belongie S., "Covariance Propagation for Guided Matching", SMVP, Graz, Austria, 2006. [BibTex][pdf]
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Puzicha J., Belongie S., "Model-based Halftoning for Color Image Segmentation", International Conference on Pattern Recognition (ICPR), vol. 3, Barcelona, Spain, pp. 629-632, 2000. [BibTex]
R
Rabaud V., Belongie S., "Re-Thinking Non-Rigid Structure From Motion", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. [BibTex][pdf]
Rabaud V., Belongie S., "Big Little Icons", Computer Vision Applications for the Visually Impaired (CVAVI), San Diego, CA, 2005. [BibTex][pdf]
Rabaud V., Belongie S., "Counting Crowded Moving Objects", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York City, 2006. [BibTex][pdf]
Rabaud V., Belongie S., "Linear Embeddings in Non-Rigid Structure From Motion", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, 2009. [BibTex][pdf]
Rabinovich A., Agarwal S., Laris C., Price J., Belongie S., "Unsupervised Spectral Decomposition of Histologically Stained Tissue Samples", NIPS, Vancouver, BC, 2003. [BibTex]
Rabinovich A., Lange T., Buhmann J., Belongie S., "Model Order Selection and Cue Combination for Image Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York City, 2006. [BibTex][pdf]
Rabinovich A., Krajewski S., Krajewska M., Shabaik A., Hewitt S.M., Belongie S., Reed J.C., Price J.H., "Automated Scanning and Display of Tissue Microarrays", IEEE Transactions on Information Technology in Biomedicine, vol. 10, no. 12, pp. 209-219, April, 2006. [BibTex][pdf]
Rabinovich A., Vedaldi A., Galleguillos C., Wiewiora E., Belongie S., "Objects in Context", ICCV, Rio de Janeiro, 2007. [BibTex][pdf]
Rabinovich A., Vedaldi A., Belongie S., "Does Image Segmentation Improve Object Categorization?", UCSD CSE Technical Report, no. CS2007-090, 2007. [BibTex][pdf]
Rabinovich A., Belongie S., "Scenes vs. Objects: a Comparative Study of Two Approaches to Context Based Recognition", International Workshop on Visual Scene Understanding (ViSU), Miami, FL, 2009. [BibTex][pdf]
S
Satya P. Mallick Yuanxin Zhu D., "Detecting Particles in Cyro-EM Micrographs using Learned Features", Journal of Structural Biology, vol. 145, no. 1, pp. 52-62, 2004. [BibTex]
Shi J., Belongie S., Leung T., Malik J., "Image and Video Segmentation: The Normalized Cut Framework", International Conference on Image Processing (ICIP), vol. 1, Chicago, IL, pp. 943-947, 1998. [BibTex]
Steinbach S., Rabaud V., Belongie S., "Soylent Grid: it's Made of People!", Workshop on Interactive Computer Vision (ICV), Rio de Janeiro, 2007. [BibTex][pdf]
T
Tu Z., Narr K.L., Dollár P., Dinov I., Thompson P.M., Toga A.W., "Brain Anatomical Structure Segmentation by Hybrid Discriminative/Generative Models", Transactions on Medical Imaging, vol. 27, no. 4, pp. 495-508, April, 2008. [BibTex][pdf]
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Venkata S., Ahn I., Jeon ., Gupta A., Louie C., Garcia S., Belongie S., Taylor M., "SD-VBS: The San Diego Vision Benchmark Suite", IEEE International Symposium on Workload Characterization (IISWC), Austin, TX, 2009. [BibTex]
W
Wills J., Belongie S., "A Feature-based Approach for Determining Dense Long Range Correspondences", European Conference on Computer Vision (ECCV), Prague, Czech Republic, Springer Verlag, 2004. [BibTex]
Wills J., Agarwal S., Belongie S., "What Went Where", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 1, Madison, WI, pp. 37-44, 2003. [BibTex]
Wills J., Agarwal S., Belongie S., "A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion", International Journal of Computer Vision (IJCV), vol. 68, no. 2, pp. 125-143, June, 2006. [BibTex][pdf]
Wills J., Agarwal S., Kriegman D., Belongie S., "Toward a Perceptual Space for Gloss", ACM Transactions on Graphics, to appear, 2009. [BibTex][pdf]