UCSD Computer Vision

Li Z., Murez Z., Kriegman D., Ramamoorthi R., Chandraker M., "Learning to See through Turbulent Water", IEEE Winter Conf. on Applications of Computer Vision, 2018. [www] [BibTex]

Murez Z., Treibitz T., Ramamoorthi R., Kriegman D., "Photometric stereo in a scattering medium", IEEE transactions on pattern analysis and machine intelligence, vol. 39, no. 9, pp. 1880--1891, 2017. [www] [BibTex]

Tian J., Murez Z., Cui T., Zhang Z., Kriegman D., Ramamoorthi R., "Depth and image restoration from light field in a scattering medium", The IEEE International Conference on Computer Vision (ICCV), 2017. [www] [BibTex]

Beijbom O., Treibitz T., Kline D.I., Eyal G., Khen A., Neal B., Loya Y., Mitchell G.B., Kriegman D., "Improving Automated Annotation of Benthic Survey Images Using Wide-band Fluorescence", Nature, March, 2016. [www] [BibTex]

Beijbom O., Edmunds P.J., Roelfsema C., Smith J., Kline D.I., Neal B.P., Dunlap M.J., Moriarty V., Fan T., Tan C., Chan S., Treibitz T., Gamst A., Mitchell G.B., Kriegman D., "Towards automated annotation of benthic survey images: Variability of human experts and operational modes of automation", PloS one, July, 2015. [www] [BibTex]

Liang C., Ramamoorthi R., "A Light Transport Framework for Lenslet Light Field Cameras", ACM Transactions on Graphics (TOG), 2015. [BibTex][pdf]

Beijbom O., Joshi N., Morris D., Saponas S., Khullar S., "Menu-Match: Restaurant-Specific Food Logging from Images", Winter Conference on Applications of Computer Vision (WACV), 2015. [www] [BibTex]

Treibitz T., Neal B.P., Kline D.I., Beijbom O., Roberts P.L D., Mitchell G.B., Kriegman D., "Wide Field-of-View Fluorescence Imaging of Coral Reefs", Scientific Reports, 2015. [www] [BibTex]

Merkow J., Tu Z., Kriegman D., Marsden A., "Structural Edge Detection for Cardiovascular Modeling", MICCAI, Munich Germany, Springer International, pp. 735-742, 2015. [BibTex]

Murez Z., Treibitz T., Ramamoorthi R., Kriegman D., "Photometric Stereo in a Scattering Medium", International Conference on Computer Vision (ICCV), 2015. [www] [BibTex]

Wilber M., Kwak I., Kriegman D., Belongie S., "Learning Concept Embeddings with Combined Human-Machine Expertise", International Conference on Computer Vision (ICCV 2015), 2015. [www] [BibTex]

Dollár P., Appel R., Belongie S., Perona P., "Fast Feature Pyramids for Object Detection", IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear, 2014. [BibTex][pdf]

Lin T., Maire M., Belongie S., Hays J., Perona P., Ramanan D., Dollár P., Zitnick L.C., "Microsoft COCO: Common Objects in Context", European Conference on Computer Vision (ECCV), Zürich, September, 2014. [www] [BibTex][pdf]

Wilber M., Kwak S., Belongie S., "Cost-Effective HITs for Relative Similarity Comparisons", Human Computation and Crowdsourcing (HCOMP), Pittsburgh, November, 2014. [BibTex]

Altwaijry H., Moghimi M., Belongie S., "Recognizing Locations with Google Glass: A Case Study", IEEE Winter Conference on Applications of Computer Vision (WACV), Steamboat Springs, Colorado, March, 2014. [BibTex][pdf]

Nguyen P., Wang K., Belongie S., "Video Text Detection and Recognition: Dataset and Benchmark", Winter Conference on Applications of Computer Vision (WACV), Steamboat Springs, CO, March, 2014. [BibTex][pdf]

Tripathi S., Hwang Y., Belongie S., Nguyen T., "Improving Streaming Video Segmentation with Early and Mid-Level Visual Processing", Winter Conference on Applications of Computer Vision (WACV), Steamboat Springs, CO, March, 2014. [BibTex][pdf]

Wah C., Horn G., Branson S., Maji S., Perona P., Belongie S., "Similarity Comparisons for Interactive Fine-Grained Categorization", Computer Vision and Pattern Recognition (CVPR), Columbus, OH, June, 2014. [BibTex][pdf]

Moghimi M., Azagra P., Montesano L., Murillo A.C., Belongie S., "Experiments on an RGB-D Wearable Vision System for Egocentric Activity Recognition", CVPR Workshop on Egocentric (First-person) Vision, Columbus, OH, June, 2014. [BibTex][pdf]

Matera T., Jakes J., Cheng M., Belongie S., "A User Friendly Crowdsourcing Task Manager", Workshop on Computer Vision and Human Computation, Columbus, OH, June, 2014. [BibTex][pdf]

Cao C., Kwak S., Belongie S., Kriegman D., Ai H., "Adaptive Ranking of Facial Attractiveness", IEEE International Conference on Multimedia & Expo (ICME), Chengdu, July, 2014. [BibTex]

Lluncor D., Belongie S., Rullan P., Morhenn V., "Regression and classification methods for nasolabial folds", Journal of Dermatology, vol. 41, no. 1, pp. 92-7, January, 2014. [www] [BibTex]

Barngrover C., Kastner R., Belongie S., "Semisynthetic Versus Real-World Sonar Training Data for the Classification of Mine-Like Objects", IEEE Journal of Oceanic Engineering, January, 2014. [www] [BibTex]

Branson S., Horn G., Wah C., Perona P., Belongie S., "The Ignorant Led by the Blind: A Hybrid Human–Machine Vision System for Fine-Grained Categorization", International Journal of Computer Vision (IJCV), February, 2014. [www] [BibTex]

Beijbom O., Saberian M., Vasconcelos N., Kriegman D., "Guess Averse Loss Functions For Cost-Sensitive Multiclass Boosting", International Conference on Machine Learning (ICML), Beijing, 2014. [BibTex][pdf, (extended) pdf]

Tao M., Wang T., Malik J., Ramamoorthi R., "Depth Estimation for Glossy Surfaces with Light-Field Cameras", ECCV Workshop on Light Fields for Computer Vision (L4CV), 2014. [BibTex][pdf]

Arietta S.M., Efros A.A., Ramamoorthi R., Agrawala M., "City Forensics: Using Visual Elements to Predict Non-Visual City Attributes", IEEE Scientific Visualization (SciVis), 2014. [BibTex][pdf]

Kwak I., Murillo A.C., Belhumeur P., Belongie S., Kriegman D., "From Bikers to Surfers: Visual Recognition of Urban Tribes", British Machine Vision Conference (BMVC), Bristol, September, 2013. [BibTex][pdf]

Christiansen E., Rabaud V., Ziegler A., Kriegman D., Belongie S., "Match-time covariance for descriptors", British Machine Vision Conference (BMVC), Bristol, September, 2013. [BibTex][pdf]

Altwaijry H., Belongie S., "Ultra-wide Baseline Aerial Imagery Matching in Urban Environments", British Machine Vision Conference (BMVC), Bristol, September, 2013. [BibTex][pdf]

Tao M., Malik J., Ramamoorthi R., "Sharpening Out of Focus Images using High-Frequency Transfer", Computer Graphics Forum, vol. 32, no. 2, pp. 489-498, May, 2013. [www] [BibTex][pdf]

Gu J., Nayar S., Grinspun E., Belhumeur P., Ramamoorthi R., "Compressive Structured Light for Recovering Inhomogeneous Participating Media", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 35, no. 3, Mar, 2013. [www] [BibTex][pdf]

Branson S., Beijbom O., Belongie S., "Efficient Large-Scale Structured Learning", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June, 2013. [BibTex][pdf]

Lin T., Belongie S., Hays J., "Cross-view Image Geolocalization", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June, 2013. [BibTex][pdf]

Wah C., Belongie S., "Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June, 2013. [BibTex][pdf]

Di W., Wah C., Bhardwaj A., Piramuthu R., Sundaresan N., "Style Finder: Fine-Grained Clothing Style Recognition and Retrieval", IEEE International Workshop on Mobile Vision, Portland, OR, June, 2013. [BibTex][pdf]

Chandraker M., Reddy D., Wang Y., Ramamoorthi R., "What Object Motion Reveals About Shape with Unknown BRDF and Lighting", Computer Vision and Pattern Recognition (CVPR), pp. 2523-2530, Jun, 2013. [BibTex][pdf]

Flores A., Christiansen E., Kriegman D., Belongie S., "Camera distance from face images", International Symposium on Visual Computing (ISVC), Crete, July, 2013. [BibTex][pdf]

Christiansen E., Kwak I., Belongie S., Kriegman D., "Face box shape and verification", International Symposium on Visual Computing (ISVC), Crete, July, 2013. [BibTex]

Altwaijry H., Belongie S., "Relative Ranking of Facial Attractiveness", Workshop on the Applications of Computer Vision (WACV), Clearwater Beach, Florida, January, 2013. [BibTex][pdf]

Patterson G., Horn G., Belongie S., Perona P., Hays J., "Bootstrapping Fine-Grained Classifiers: Active Learning with a Crowd in the Loop", NIPS Workshop on Crowdsourcing: Theory, Algorithms and Applications, Lake Tahoe, December, 2013. [BibTex][pdf]

Chandraker M., Bai J., Ramamoorthi R., "On Differential Photometric Reconstruction for Unknown, Isotropic BRDFs", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 35, no. 12, pp. 2941-2955, Dec, 2013. [www] [BibTex][pdf]

Treibitz T., Neal B.P., Kline D.I., Beijbom O., Roberts P.L D., Mitchell G.B., Kriegman D., "Wide Field-of-View Daytime Fluorescence Imaging of Coral Reefs", IEEE Oceans, 2013. [www] [BibTex][pdf]

Tao M., Hadap S., Malik J., Ramamoorthi R., "Depth from Combining Defocus and Correspondence Using Light Field Cameras", International Conference on Computer Vision (ICCV), pp. 673-680, 2013. [BibTex][pdf]

Reddy D., Bai J., Ramamoorthi R., "External Mask-Based Depth and Light Field Camera", ICCV Workshop on Consumer Depth Cameras for Computer Vision, 2013. [BibTex][pdf]

Veesler D., Campbell M.G., Cheng A., Fu C., Murez Z., Johnson J.E., Potter C.S., Carragher B., "Maximizing the potential of electron cryomicroscopy data collected using direct detectors", Journal of structural biology, vol. 184, no. 2, pp. 193--202, 2013. [www] [BibTex]

Reddy D., Ramamoorthi R., Curless B., "Frequency-Space Decomposition and Acquisition of Light Transport under Spatially Varying Illumination", European Conference on Computer Vision (ECCV), pp. 6-596--6-610, Oct, 2012. [www] [BibTex][pdf]

Beijbom O., "Domain Adaptation for Computer Vision Applications", Tech Report: University of California, San Diego, June, 2012. [BibTex][pdf]

Murillo A.C., Kwak I., Bourdev L., Kriegman D., Belongie S., "Urban Tribes: Analyzing Group Photos from a Social Perspective", CVPR Workshop on Socially Intelligent Surveillance and Monitoring (SISM), Providence, RI, June, 2012. [BibTex][pdf]

Beijbom O., Edmunds P.J., Kline D.I., Mitchell G.B., Kriegman D., "Automated Annotation of Coral Reef Survey Images ", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, June, 2012. [BibTex][pdf]

Ziegler A., Belongie S., "Non-Rigid Surface Detection for Gestural Interaction with Applicable Surfaces", Applications of Computer Vision (WACV), Breckenridge, CO, January, 2012. [BibTex][pdf]

Ng T., Pahwa R., Bai J., Tan K., Ramamoorthi R., "From the Rendering Equation to Stratified Light Transport Inversion", International Journal of Computer Vision (IJCV), vol. 96, no. 2, pp. 235-251, Feb, 2012. [www] [BibTex][pdf]

Ziegler A., Christiansen E., Kriegman D., Belongie S., "Locally Uniform Comparison Image Descriptor", Neural Information Processing Systems (NIPS), Lake Tahoe, NV, pp. 1-9, December, 2012. [BibTex][pdf]

Wang K., Kim E., Carlini N., Motyashov I., Nguyen D., Wagner D., "Operator-Assisted Tabulation of Optical Scan Ballots", Electronic Voting Technology Workshop/ Workshop on Trustworthy Elections (EVT/WOTE), Bellevue, WA, USENIX/ACCURATE/IAVoSS, August, 2012. [BibTex][pdf]

Treibitz T., Murez Z., Mitchell G.B., Kriegman D., "Shape From Fluorescence", European Conference on Computer Vision (ECCV) , 2012. [BibTex]

Ramamoorthi R., "Sparse Reconstruction of Visual Appearance for Computer Graphics and Vision", SPIE Wavelets and Sparsity, Sep, 2011. [BibTex][pdf]

Krishnasamy P., Belongie S., Kriegman D., "Wet Fingerprint Recognition: Challenges and Opportunities", International Joint Conference on Biometrics (IJCB), Washington, DC, October, 2011. [BibTex][pdf]

Manyam O.K., Kumar N., Belhumeur P., Kriegman D., "Two Faces are Better than One: Face Recognition in Group Photographs", International Joint Conference on Biometrics (IJCB), Washington, DC, October, 2011. [BibTex][pdf]

Chandraker M., Ramamoorthi R., "What an Image Reveals About Material Reflectance", International Conference on Computer Vision (ICCV), pp. 1076-1083, Oct, 2011. [www] [BibTex][pdf]

Chandraker M., Bai J., Ng T., Ramamoorthi R., "On the Duality of Forward and Inverse Light Transport", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 33, no. 10, pp. 2122-2128, Oct, 2011. [www] [BibTex][pdf]

Chandraker M., Bai J., Ramamoorthi R., "A Theory of Differential Photometric Stereo for Unknown Isotropic BRDFs", International Conference on Computer Vision (ICCV), pp. 1076-1083, Oct, 2011. [www] [BibTex][pdf]

Carroll R., Ramamoorthi R., Agrawala M., "Illumination Decomposition for Material Recoloring with Consistent Interreflections", ACM Transactions on Graphics (SIGGRAPH 2011), vol. 30, no. 4, pp. 43, Jul, 2011. [www] [BibTex][pdf]

Babenko B., Yang M., Belongie S., "Visual Tracking with Online Multiple Instance Learning", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), August, 2011. [www] [BibTex]

Galleguillos C., McFee B., Belongie S., Lanckriet G., "From Region Similarity to Category Discovery", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, 2011. [BibTex][pdf]

Yoshida T., Kitani K., Belongie S., Schlei K., Koike H., "EdgeSonic: Image Feature Sonification for the Visually Impaired", International Conference on the Augmented Human , Tokyo, 2011. [BibTex][pdf]

Babenko B., Varma N., Dollar P., Belongie S., "Multiple Instance Learning with Manifold Bags", International Conference on Machine Learning (ICML), Bellevue, WA, 2011. [BibTex][pdf]

Tamuz O., Liu C., Belongie S., Shamir O., Kalai A., "Adaptively Learning the Crowd Kernel", International Conference on Machine Learning (ICML), Bellevue, WA, 2011. [BibTex][pdf]

Wang K., Babenko B., Belongie S., "End-to-End Scene Text Recognition", IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011. [BibTex][pdf]

Schroff F., Treibitz T., Kriegman D., Belongie S., "Pose, Illumination and Expression Invariant Pairwise Face-Similarity Measure via Doppelgänger List Comparison", IEEE International Conference on Computer Vision (ICCV), Barcelona, 2011. [BibTex][pdf]

Branson S., Perona P., Belongie S., "Strong Supervision From Weak Annotation: Interactive Training of Deformable Part Models", IEEE International Conference on Computer Vision (ICCV), Barcelona, 2011. [BibTex][pdf, (extended) pdf]

Wah C., Branson S., Perona P., Belongie S., "Multiclass Recognition and Part Localization with Humans in the Loop", IEEE International Conference on Computer Vision (ICCV), Barcelona, 2011. [BibTex][pdf]

Barngrover C., Belongie S., Kastner R., "JBoost Optimization of Object Detectors for Autonomous Underwater Vehicle Navigation", International Conference on Computer Analysis of Images and Patterns (CAIP), Seville, Spain, 2011. [BibTex]

Wang K., Belongie S., "Word Spotting in the Wild", European Conference on Computer Vision (ECCV), Heraklion, Crete, Sept., 2010. [www] [BibTex][pdf]

Branson S., Wah C., Babenko B., Schroff F., Welinder P., Perona P., Belongie S., "Visual Recognition with Humans in the Loop", European Conference on Computer Vision (ECCV), Heraklion, Crete, Sept., 2010. [www] [BibTex][pdf]

Bai J., Chandraker M., Ng T., Ramamoorthi R., "A Dual Theory of Inverse and Forward Light Transport", European Conference on Computer Vision (ECCV), pp. 2-294--2-307, Sep, 2010. [www] [BibTex][pdf]

Joshi N., Matusik W., Kriegman D., Adelson E H., "Personal photo enhancement using example images", ACM Transactions on Graphics, March, 2010. [BibTex][pdf]

Flores A., Belongie S., "Removing pedestrians from Google Street View images", IEEE International Workshop on Mobile Vision, San Francisco, CA, June, 2010. [BibTex][pdf]

Winlock T., Christiansen E., Belongie S., "Toward real-time grocery detection for the visually impaired", Computer Vision Applications for the Visually Impaired (CVAVI), San Francisco, CA, June, 2010. [BibTex][pdf]

Wang K., Rescorla E., Shacham H., Belongie S., "OpenScan: A Fully Transparent Optical Scan Voting System", Electronic Voting Technology Workshop/ Workshop on Trustworthy Elections (EVT/WOTE). USENIX/ACCURATE/IAVoSS, Washington, DC, August, 2010. [BibTex][pdf]

Galleguillos C., McFee B., Belongie S., Lanckriet G.R G., "Multi-Class Object Localization by Combining Local Contextual Interactions", IEEE Conference in Computer Vision and Pattern Recognition (CVPR), 2010. [BibTex][pdf]

Galleguillos C., Belongie S., "Context Based Object Categorization: A Critical Survey", Computer Vision and Image Understanding (CVIU), vol. 114, pp. 712-722, 2010. [BibTex][pdf]

von Bearensquash C., "Paper Gestalt", Secret Proceedings of Computer Vision and Pattern Recognition, 2010. [BibTex][pdf]

Dollár P., Belongie S., Perona P., "The Fastest Pedestrian Detector In The West", British Machine Vision Conference (BMVC), Aberystwyth, UK, 2010. [BibTex][pdf]

Yoshida T., Kitani K., Belongie S., Schlei K., "EdgeSonic: Sonification of Image Features for the Visually Impaired", Workshop on Interactive Systems and Software, Japan, 2010. [BibTex][pdf]

Welinder P., Branson S., Belongie S., Perona P., "The Multidimensional Wisdom of Crowds", Neural Information Processing Systems Conference (NIPS), 2010. [www] [BibTex][pdf]

Welinder P., Branson S., Mita T., Wah C., Schroff F., Belongie S., Perona P., "Caltech-UCSD Birds 200", Technical Report, no. CNS-TR-201: Caltech, 2010. [www] [BibTex][pdf]

Peers P., Mahajan D., Lamond B., Ghosh A., Matusik W., Ramamoorthi R., Debevec P., "Compressive Light Transport Sensing", ACM Transactions on Graphics, vol. 28, no. 1, Jan, 2009. [BibTex][pdf]

Gu J., Ramamoorthi R., Belhumeur P., Nayar S., "Removing Image Artifacts Due to Dirty Camera Lenses and Thin Occluders", ACM Transactions on Graphics (SIGGRAPH Asia 2009), vol. 28, no. 5, Dec, 2009. [www] [BibTex][pdf]

Mahajan D., Huang F., Matusik W., Ramamoorthi R., Belhumeur P., "Moving Gradients: A Path-Based Method for Plausible Image Interpolation", ACM Transactions on Graphics (SIGGRAPH 09), vol. 28, no. 3, Aug, 2009. [BibTex][pdf]

Chandraker M., Lim J., Kriegman D., "Moving in Stereo: Efficient Structure and Motion Using Lines", ICCV, Kyoto, Japan, 10/2009. [BibTex]

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]

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]

Wills J., Agarwal S., Kriegman D., Belongie S., "Toward a Perceptual Space for Gloss", ACM Transactions on Graphics, vol. 28, no. 4, pp. 1-15, 2009. [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]

Faymonville P., Wang K., Miller J., Belongie S., "CAPTCHA-based Image Labeling on the Soylent Grid", Human Computation Workshop (HCOMP), Paris, France, 2009. [www] [BibTex][pdf, (extended) pdf]

Dollár P., Tu Z., Perona P., Belongie S., "Integral Channel Features", British Machine Vision Conference (BMVC), London, England, 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 Metrics for Categorization: from Monolithic to Category Specific ", International Conference on Computer Vision (ICCV), Kyoto, Japan, 2009. [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][pdf]

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. [www] [BibTex]

Babenko B., Dollár P., Belongie S., Multiple Instance Learning with Query Bags, , 2009. [BibTex][pdf]

Fakourfar H., Belongie S., "Fingerprint Recognition System Performance in the Maritime Environment", Workshop on Applications of Computer Vision (WACV), Snowbird, UT, 2009. [BibTex][pdf]

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][pdf]

Joshi N., Zitnick C L., Szeliski R., Kriegman D., "Image Deblurring and Denoising using Color Prior", CVPR, 2009. [BibTex][pdf]

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. [www] [BibTex][pdf]

Laxton B., Wang K., Savage S., "Reconsidering Physical Key Secrecy: Teleduplication via Optical Decoding", ACM Conference on Computer and Communications Security (CCS), Alexandria, VA, October, 2008. [BibTex][pdf]

Gu J., Nayar S., Grinspun E., Belhumeur P., Ramamoorthi R., "Compressive Structured Light for Recovering Inhomogeneous Participating Media", European Conference on Computer Vision (ECCV), pp. 4-845-4-858, Oct, 2008. [BibTex][pdf]

Belhumeur P., Chen D., Feiner S., Jacobs D.W., Kress J.W., Ling H., Lopez I.C., Ramamoorthi R., Sheorey S., White S., Zhang L., "Searching the World's Herbaria: Visual Identification of Plant Species", European Conference on Computer Vision (ECCV), pp. 4-116-4-129, Oct, 2008. [BibTex][pdf]

Osadchy M., Jacobs D.W., Ramamoorthi R., Tucker D., "Using Specularities in Comparing 3D Models and 2D Images", Computer Vision and Image Understanding, vol. 111, no. 3, pp. 275-294, Mar, 2008. [BibTex]

Joshi N., Szeliski R., Kriegman D., "PSF Estimation using Sharp Edge Prediction", IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska, June, 2008. [www] [BibTex][pdf]

Mahajan D., Ramamoorthi R., Curless B., "A Theory of Frequency Domain Invariants: Spherical Harmonic Identities for BRDF/Lighting Transfer and Image Consistency", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 30, no. 2, pp. 197-213, Feb, 2008. [www] [BibTex][pdf]

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]

Galleguillos C., Belongie S., "Context Based Object Categorization: A Critical Survey", Technical Report CSE UCSD, no. CS2008-092, 08/2008. [BibTex][pdf]

Zickler T., Mallick S., Kriegman D., Belhumeur P.N., "Color Subspaces as Photometric Invariants", International Journal of Computer Vision, vol. 79(1), pp. 13:30, 08/2008. [BibTex][pdf]

Chandraker M., Kriegman D., "Globally Optimal Bilinear Programming for Computer Vision Applications", CVPR, Anchorage, Alaska, 06/2008. [BibTex][pdf]

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]

Rabaud V., Belongie S., "Re-Thinking Non-Rigid Structure From Motion", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. [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]

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]

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]

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]

Alldrin N.G., Zickler T., Kriegman D., "Photometric Stereo With Non-Parametric and Spatially-Varying Reflectance", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, AK, 2008. [BibTex][pdf]

Joshi N., Avidan S., Matusik W., Kriegman D., "Tracking through Occlusions Using Multiple Cameras", IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil, October, 2007. [www] [BibTex][pdf]

Joshi N., Kriegman D., "Shape from Varying Illumination and Viewpoint", IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil, October, 2007. [www] [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]

Laxton B., Lim J., Kriegman D., "Leveraging Temporal, Contextual and Ordering Constraints for Recognizing Complex Activities in Video", IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June, 2007. [BibTex][pdf]

Alldrin N., Mallick S., Kriegman D., "Resolving the Generalized Bas-Relief Ambiguity by Entropy Minimization", IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June, 2007. [BibTex][pdf]

Tan P., Mallick S., Quan L., Kriegman D., Zickler T., "Isotropy, Reciprocity and the Generalized Bas-Relief Ambiguity", IEEE Conf. on Computer Vision and Pattern Recognition, June, 2007. [BibTex][pdf]

Young M., Beeson E., Davis J., Rusinkiewicz S., Ramamoorthi R., "Viewpoint-Coded Structured Light", Computer Vision and Pattern Recognition (CVPR), Jun, 2007. [BibTex][pdf]

Dollár P., Rabaud V., Belongie S., "Learning to Traverse Image Manifolds", Tech Report, no. CS2007-087: UCSD CSE, 2007. [BibTex][pdf]

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]

Dollár P., Tu Z., Tao H., Belongie S., "Feature Mining For Image Classification", CVPR, 2007. [BibTex][pdf]

Beijbom O., " Single image focus level assessment using Support Vector Machines", Department of Mathematics, Lund, Lund University, pp. 57, 05/2007. [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]

Chandraker M., Agarwal S., Kriegman D., "ShadowCuts: Photometric Stereo with Shadows", CVPR, Minneapolis, 2007. [BibTex][pdf]

Chandraker M., Agarwal S., Kahl F., Kriegman D., Nister D., "Autocalibration via Rank-Constrained Estimation of the Absolute Quadric", CVPR, Minneapolis, 2007. [BibTex][pdf]

Babenko B., Dollár P., Belongie S., "Task Specific Local Region Matching", ICCV, Rio de Janeiro, 2007. [BibTex][pdf]

Merler M., Galleguillos C., Belongie S., "Recognizing Groceries in situ Using in vitro Training Data", SLAM, Minneapolis, MN, 2007. [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]

Chandraker M., Agarwal S., Kriegman D., Belongie S., "Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration", ICCV, 2007. [BibTex][pdf]

Alldrin N.G., Kriegman D., "Toward Reconstructing Surfaces With Arbitrary Isotropic Reflectance : A Stratified Photometric Stereo Approach", ICCV, Rio de Janeiro, Brazil, 2007. [BibTex][pdf]

Mahajan D., Ramamoorthi R., Curless B., "A Theory of Frequency Domain Invariants: Spherical Harmonic Identities of BRDF/Lighting Transfer and Image Consistency", European Conference on Computer Vision (ECCV), pp. 4-41--4-55, Oct, 2006. [www] [BibTex][pdf]

Ho J., Lim J., Yang M., Kriegman D., "Integrating Surface Normal Vectors using Fast Marching Method", European Conference on Computer Vision (ECCV), pp. 239-250, May, 2006. [BibTex][pdf]

Agarwal S., Chandraker M., Kahl F., Kriegman D., "Practical Global Optimization for Multiview Geometry", European Conference on Computer Vision (ECCV), pp. 271-284, May, 2006. [BibTex][pdf]

Mallick S., Zickler T., Belhumeur P.N., Kriegman D., "Specularity Removal in Images and Videos: A PDE Approach", European Conference on Computer Vision (ECCV), pp. 550--563, May, 2006. [BibTex][pdf]

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]

Zickler T., Mallick S., Kriegman D., Belhumeur P.N., "Color Spaces as Photometric Invariants", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 13 - 30, June, 2006. [BibTex][pdf]

Magda S., Kriegman D., "Reconstruction of Volumetric Surface Textures for Real-Time Rendering", Proceedings of the Eurographics Symposium on Rendering, pp. 19-29, June, 2006. [BibTex][pdf]

Dollár P., Rabaud V., Belongie S., "Learning to Traverse Image Manifolds", Neural Information Processing Systems Conference (NIPS), Dec., 2006. [BibTex][pdf]

Zickler T., Ramamoorthi R., Enrique S., Belhumeur P., "Reflectance-Sharing: Image-Based Rendering from a Sparse Set of Images", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 28, no. 8, pp. 1287-1302, Aug, 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]

Agarwal S., Branson K., Belongie S., "Higher-Order Learning with Graphs", International Conference On Machine Learning (ICML), Pittsburgh, PA, 2006. [BibTex][pdf]

Hewitt R., Belongie S., "Active Learning in Face Recognition: Using Tracking to Build a Face Model", V4HCI, New York City, 2006. [BibTex][pdf]

Ben-Haim N., Babenko B., Belongie S., "Improving Web-based Image Search via Content Based Clustering", SLAM, New York City, 2006. [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]

Dollár P., Tu Z., Belongie S., "Supervised Learning of Edges and Object Boundaries", CVPR, New York City, 2006. [BibTex][pdf]

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]

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]

Ochoa B., Belongie S., "Covariance Propagation for Guided Matching", SMVP, Graz, Austria, 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]

Alldrin N.G., Kriegman D., "A Planar Light Probe", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York, NY, 2006. [BibTex][pdf]

Ramamoorthi R., "Modeling Illumination Variation with Spherical Harmonics", Face Processing: Advanced Modeling and Methods, 2006. [BibTex][pdf]

Lee K., Ho J., Yang M., Kriegman D., "Visual Tracking and Recognition Using Probabilistic Appearance Manifolds", Computer Vision and Image Understanding (CVIU), pp. 303-331, September, 2005. [BibTex][pdf]

Kahl F., Henrion D., "Globally Optimal Estimates for Geometric Reconstruction Problem", IEEE International Conference on Computer Vision (ICCV), Beijing, pp. 978-985, October, 2005. [BibTex][pdf]

Kahl F., "Multiple View Geometry and the L-infinity Norm", IEEE International Conference on Computer Vision (ICCV), Beijing, October, 2005. [BibTex][pdf]

Lim J., Ho J., Yang M., Kriegman D., "Passive Photometric Stereo from Motion", IEEE International Conference on Computer Vision (ICCV), Beijing, pp. 1635 - 1642, October, 2005. [BibTex][pdf]

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][pdf]

Kriegman D., Ho J., Lee K., "Acquiring Linear Subspaces for Face Recognition under Variable Lighting", IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI), vol. 27, no. 5, pp. 684-698, May, 2005. [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]

Stewenius H., Nister D., Kahl F., Schaffalitzky F., "A Minimal Solution for Relative Pose with Unknown Focal Length", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, pp. 789–794, June, 2005. [BibTex][pdf]

Solem J., Kahl F., Heyden A., "Visibility Constrained Surface Evolution", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 892- 899, June, 2005. [BibTex][pdf]

Lim J., Yang M., "A Direct Method for Modeling Non-rigid Motion with Thin Plate Spline", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1196- 1202, June, 2005. [BibTex][pdf]

Chandraker M., Kahl F., Kriegman D., "Reflections on the Generalized Bas-Relief Ambiguity", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 788 - 795, June, 2005. [BibTex][pdf]

Lee K., Kriegman D., "Online Learning of Probabilistic Appearance Manifolds for Video-based Recognition and Tracking", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 852 - 859, June, 2005. [BibTex][pdf]

Mallick S., Zickler T., Kriegman D., Belhumeur P.N., "Beyond Lambert: Reconstructing Specular Surfaces Using Color", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 619- 626, June, 2005. [BibTex][pdf]

Nehab D., Rusinkiewicz S., Davis J., Ramamoorthi R., "Efficiently Combining Positions and Normals for Precise 3D Geometry", ACM Transactions on Graphics , vol. 24, no. 3, pp. 536-543, Jun, 2005. [www] [BibTex][pdf]

Ramamoorthi R., Koudelka M., Belhumeur P., "A Fourier Theory of Cast Shadows", A Fourier Theory for Cast Shadows, vol. 27, no. 2, pp. 288-295, Feb, 2005. [BibTex][pdf]

Davis J., Nehab D., Ramamoorthi R., Rusinkiewicz S., "Spacetime Stereo: A Unifying Framework for Depth from Triangulation", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no. 2, pp. 296-302, Feb, 2005. [www] [BibTex][pdf]

Mallick S., Carragher B., Potter C.S., Kriegman D., "ACE: Automated CTF Estimation", Ultramicroscopy, vol. 104, no. 1, pp. 8-29, August, 2005. [BibTex][pdf]

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]

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]

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]

Dlagnekov L., Belongie S., "Recognizing Cars", UCSD CSE Tech Report, no. CS2005-083, 2005. [BibTex]

Maschion M., Rabaud V., Belongie S., Computer Vision: Fact and Fiction, : UCSD/Calit2, 2005. [www] [BibTex]

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]

Rabaud V., Belongie S., "Big Little Icons", Computer Vision Applications for the Visually Impaired (CVAVI), San Diego, CA, 2005. [BibTex][pdf]

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][pdf]

Ramamoorthi R., Koudelka M., Belhumeur P., "A Fourier Theory for Cast Shadows", European Conference on Computer Vision (ECCV), pp. 146-162, Sep, 2004. [BibTex][pdf]

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][pdf]

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]

Sethi A., Renaudie D., Kriegman D., Ponce J., "Curve and Surface Duals and the Recognition of Curved 3D Objects from their Silhouette ", International Journal of Computer Vision, vol. 58, no. 1, pp. 73-86, 06, 2004. [BibTex][pdf]

Zhu Y., Carragher B., Glaeser R.M., Fellmann D., Bajaj C., Bern M., Mouche F., de Haas F., Hall R.J., Kriegman D., Ludtke S.J., Mallick S., Penczek P.A., Roseman A.M., Sigworth F.J., Volkmann N., Potter C.S., "Automatic Particle Selection: Results of a Comparative Study", Journal of Structural Biology, vol. 145, no. 1-2, pp. 3-14, 01, 2004. [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][pdf]

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][pdf]

Agarwal S., Mallick S., Kriegman D., Belongie S., "On Refractive Optical Flow", ECCV, Prague, Czech Republic, Springer Verlag, 2004. [BibTex][pdf]

Mallick S., 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]

Ho J., Lee K C., Yang M -H., Kriegman D., "Visual Tracking Using Learned Linear Subspaces", CVPR, pp. 782-789, 2004. [BibTex][pdf]

Furukawa Y., Sethi A., Ponce J., Kriegman D., "Structure and Motion from Images of Smooth Textureless Objects", European Conference on Computer Vision, vol. 2, pp. 287-298, 2004. [BibTex][pdf]

Lim J., Ho J., Lee K., Kriegman D., "Image Clustering with Metric, Local Linear Structure and Affinity Symmetry", European Conference on Computer Vision, vol. 1, pp. 456-468, 2004. [BibTex][pdf]

Lim J., Kriegman D., "Tracking Humans Using Prior and Learned Representations of Shape and Appearance", International Conference on Automatic Face and Gesture Recognition, pp. 869 - 874, 2004. [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]

Davis J., Ramamoorthi R., Rusinkiewicz S., "Spacetime Stereo: A Unifying Framework for Depth from Triangulation", Computer Vision and Pattern Recognition (CVPR), pp. 359-366, Jun, 2003. [www] [BibTex][pdf]

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][pdf]

Agarwal S., Belongie S., "Segmentation by Example", Technical Report, no. CS2003-076: UCSD, 2003. [BibTex][pdf]

Agarwal S., Ramamoorthi R., Belongie S., Jensen H., "Structured Importance Sampling of Environment Maps", SIGGRAPH, San Diego, CA, 2003. [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]

Zickler T., Belhumeur P.N., Kriegman D., "Toward a Stratification of Helmholtz Stereopsis", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 548 - 555, 2003. [BibTex][pdf]

Ho J., Yang M., Lim J., Lee K., Kriegman D., "Clustering Appearances of Objects Under Varying Illumination Conditions", IEEE Conf. on Computer Vision and Pattern Recognition, vol. 1, pp. 11-18, 2003. [BibTex][pdf]

Magda S., Kriegman D., "Fast Texture Synthesis on Arbitrary Meshes", Proceedings of the Eurographics Symposium on Rendering, pp. 82-89, 2003. [BibTex][pdf]

Koudelka M L., Magda S., Belhumeur P.N., Kriegman D., "Acquisition, Compression and Synthesis of Bidirectional Texture Functions", 3rd International Workshop on Texture Analysis and Synthesis, 2003. [BibTex][pdf]

Zickler T., Ho J., Kriegman D., Belhumeur P.N., Ponce J., "Binocular Helmholtz Stereopsis", International Conference on Computer Vision, 2003. [BibTex][pdf]

Osadchy M., Jacobs D.W., Ramamoorthi R., "Using Specularities for Recognition", International Conference on Computer Vision (ICCV), pp. 1512-1519, 2003. [BibTex][pdf]

Lee K C., Ho J., Yang M -H., Kriegman D., "Video-Based Face Recognition Using Probabilistic Appearance Manifolds", CVPR, pp. 313–320, 2003. [BibTex]

Ramamoorthi R., "Analytic PCA Construction for Theoretical Analysis of Lighting Variability in Images of a Lambertian Object", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 10, pp. 1322-1333, Oct, 2002. [BibTex][pdf]

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", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 24, no. 8, pp. 1026-1038, August, 2002. [BibTex][pdf]

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][pdf]

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][pdf]

Agarwal S., Belongie S., "On the Non-Optimality of Four Color Coding of Image Partitions", ICIP, vol. 2, pp. 677-680, 2002. [BibTex][pdf]

Donato G., Belongie S., "Approximate Thin Plate Spline Mappings", ECCV, vol. 2, Copenhagen, Denmark, Springer Verlag, pp. 531-542, 2002. [BibTex][pdf]

Gamio J., Belongie S., Majumdar S., "Normalized Cuts for Spinal MRI Segmentation", CARS, Paris, France, 2002. [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][pdf]

Zickler T., Belhumeur P.N., Kriegman D., "Helmholtz Stereopsis: Exploiting Reciprocity for Surface Reconstruction", International Journal of Computer Vision, vol. 49, no. 215-227, 2002. [BibTex][pdf]

Lazebnik S., Sethi A., Schmid C., Kriegman D., Ponce J., Hebert M., "On Pencils of Tangent Planes and the Recognition of Smooth 3D Shapes from Silhouettes", ECCV, 2002. [BibTex][pdf]

Zickler T., Belhumeur P.N., Kriegman D., "Helmholtz Stereopsis: Exploiting Reciprocity for Surface Reconstruction", ECCV, 2002. [BibTex][pdf]

Yang M., Kriegman D., Ahuja N., "Detecting Faces in Images : A Survey", IEEE PAMI, no. 24-1, pp. 34-58, 2002. [BibTex][pdf]

Tan K., Kriegman D., Ahuja N., "Appearance-based Eye Gaze Estimation", IEEE Workshop on the Application of Computer Vision, pp. 191-195, 2002. [BibTex][pdf]

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][pdf]

Belongie S., Malik J., Puzicha J., "Matching Shapes", ICCV, vol. 1, pp. 454-461, July, 2001. [BibTex][pdf]

Ramamoorthi R., Hanrahan P., "A Signal-Processing Framework for Inverse Rendering", SIGGRAPH, pp. 117-128, Jul, 2001. [www] [BibTex][pdf]

Fowlkes C., Belongie S., Malik J., "Efficient Spatiotemporal Grouping Using the Nyström Method", CVPR, December, 2001. [BibTex][pdf]

Mori G., Belongie S., Malik J., "Shape Contexts Enable Efficient Retrieval of Similar Shapes", CVPR, December, 2001. [BibTex][pdf]

Fowlkes C., Shan Q., Belongie S., Malik J., "Extracting Global Structure from Gene Expression Profiles", CAMDA, Durham, NC, 2001. [BibTex]

Lee K C., Ho J., Kriegman D., "Nine Points of Lights: Acquiring Subspaces for Face Recognition under Variable Lighting", CVPR, pp. 519–526, 2001. [BibTex][pdf]

Ho J., Lee K., Kriegman D., "Compressing Large Polygonal Models", SIGGRAPH Technical Sketch, 2001. [BibTex][pdf]

Kriegman D., Belhumeur P.N., "What Shadows Reveal About Object Structure", Journal of the Optical Society of America, 2001. [BibTex][pdf]

Magda S., Zickler T., Kriegman D., Belhumeur P.N., "Beyond Lambert: Reconstructing Surfaces with Arbitrary BRDFs", ICCV, pp. 391-398 , 2001. [BibTex][pdf]

Georghiades A., Belhumeur P.N., Kriegman D., "From Few to Many: Illumination Cone Models for Face Recognition under Variable lighting and Pose", IEEE PAMI, pp. 643-660 , 2001. [BibTex][pdf]

Koudelka M., Magda S., Belhumeur P.N., Kriegman D., "Image-based Modeling and Rendering of Surfaces with Arbitrary BRDFs", CVPR, pp. 568-575 , 2001. [BibTex][pdf]

Ho J., Lee K., Kriegman D., "Compressing Large Polygonal Models", IEEE Visualization, pp. 357-362, 2001. [BibTex][pdf]

Lee K., Ho J., Kriegman D., "NinePoints of Light: Acquiring Subspaces for Face Recognition under Variable Lighting", CVPR, pp. 519-526 , 2001. [BibTex][pdf]

Yang M., Kriegman D., Ahuja N., "Face Detection Using Multimodal Density Models", CVIU, no. 84, pp. 264-284, 2001. [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]

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][pdf]

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][pdf]

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][pdf]

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]

Yang M., Ahuja N., Kriegman D., "Face Recognition Using Kernel Eigenfaces", IEEE International Conference on Image Processing (ICIP), vol. 1, pp. 37-40, 2000. [BibTex][pdf]

Renaudie D., Kriegman D., Ponce J., "Duals, Invariants, and the Recognition of Smooth Objects from their Occluding Contour", European Conference on Computer Vision, 2000. [BibTex][pdf]

Yang M., Ahuja N., Kriegman D., "Face Detection using Mixtures of Linear Subspaces", IEEE Conference on Automatic Face and Gesture Recognition, pp. 70-76, 2000. [BibTex][pdf]

Georghiades A., Belhumeur P.N., Kriegman D., "From Few to Many: Generative Models for Recognition under Variable Pose and Illumination", IEEE Conference on Automatic Face and Gesture Recognition, pp. 277-284, 2000. [BibTex][pdf]

Knapek M., Oropeza R., Kriegman D., "Selecting Promising Landmarks", IEEE International Conference on Robotics and Automation, 2000. [BibTex][pdf]

Belhumeur P.N., Kriegman D., "Shedding Light on Reconstruction and Image-Based Rendering", Yale University, Center for Systems Science Technical Report, no. CSS-9903, Nov, 1999. [BibTex][pdf]

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]

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]

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]

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]

Belhumeur P.N., Kriegman D., Yuille A., "The Bas-Relief Ambiguity", International Journal of Computer Vision (IJCV), vol. 35, issue 1, pp. 33-44, 1999. [BibTex][pdf]

Kriegman D., Belhumeur P.N., Georghiades A., "Shape and Enlightenment: Reconstruction and Recognition under Variable Illumination", International Symposium on Robotics Research, 1999. [BibTex][pdf]

Georghiades A., Belhumeur P.N., Kriegman D., "Illumination-Based Image Synthesis: Creating Novel Images of Human Faces Under Differing Pose and Lighting", IEEE Workshop on Multi-View Modeling and Analysis of Visual Scenes, pp. 47-54, 1999. [BibTex][pdf]

Yang M., Ahuja N., Kriegman D., "Face Detection Using a Mixture of Factor Analyzers", IEEE International Conference on Image Processing (ICIP), Kobe, Japan, 1999. [BibTex][pdf]

Ramamoorthi R., Arvo J., "Creating Generative Models from Range Images", SIGGRAPH, pp. 195-204, 1999. [www] [BibTex][pdf]

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][pdf]

Hager G., Kriegman D., Georghiades A., Ben-Shahar O., "Toward Domain-Independent Navigation: Dynamic Vision and Control", IEEE Conference on Decision and Control, Tampa, FL, December, 1998. [BibTex][pdf]

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][pdf]

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]

Georghiades A., Kriegman D., Belhumeur P.N., "Illumination Cones for Recognition Under Variable Lighting: Faces", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 52-59, 1998. [BibTex][pdf]

Kriegman D., Belhumeur P.N., "What Shadows Reveal about Object Structure", European Conference on Computer Vision (ECCV), pp. 399-414, 1998. [BibTex][pdf]

Belhumeur P.N., Kriegman D., "What is the Set of Images of an Object Under All Possible Lighting Conditions?", International Journal of Computer Vision, vol. 28, no. 3, pp. 245-260, 1998. [BibTex][pdf]

Belhumeur P.N., Hespanha J.P., Kriegman D., "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection", IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 711-720, July, 1997. [BibTex][pdf]

Kriegman D., "Let Them Fall Where They May: Capture Regions of Curved Objects and Polyhedra", International Journal of Robotics Research, vol. 16, no. 4, pp. 448-472, August, 1997. [BibTex][pdf]

Hager G., Kriegman D., Yeh E., Rasmussen C., "Image-based Prediction of Landmark Features for Mobile Robot Navigation", IEEE Conference on Robotics and Automation, pp. 1040-1046, April, 1997. [BibTex][pdf]

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][pdf]

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][pdf]

Belhumeur P.N., Kriegman D., Yuille A., "The Bas-Relief Ambiguity", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1060-1066, 1997. [BibTex][pdf]

Belhumeur P.N., Kriegman D., "What is the Set of Images of an Object Under All Possible Lighting Conditions?", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 270-277, June, 1996. [BibTex][pdf]

Rao A., Kriegman D., Goldberg K., "Complete Algorithms for Feeding Polyhedral Parts using a Pivoting Gripper", Transactions on Robotics and Automation, vol. 12, no. 2, pp. 331-342 , April, 1996. [BibTex][pdf]

Belhumeur P.N., Hespanha J.P., Kriegman D., "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection", European Conference on Computer Vision (ECCV), April, 1996. [BibTex][pdf]

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]

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][pdf]

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][pdf]

Vijayakumar B., Kriegman D., Ponce J., "Structure and Motion of Curved 3D Objects from Monocular Silhouettes ", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1996. [BibTex][pdf]

Taylor C J., Kriegman D., "Structure and Motion from Line Segments in Multiple Images", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 17, no. 10, pp. 1021-1032 , November, 1995. [BibTex][pdf]

Rao A., Kriegman D., Goldberg K., "Complete Algorithms for Reorienting Polyhedral Parts using a Pivotting Gripper", IEEE Conference on Robotics and Automation, pp. 2242 - 2248, 1995. [BibTex][pdf]

Vijayakumar B., Kriegman D., Ponce J., "Invariant-Based Recognition of Complex Curved 3D Objects from Image Contours", International Conference on Computer Vision (ICCV), 1995. [BibTex][pdf]

Yeh E., Kriegman D., "Toward Selecting and Recognizing Natural Landmarks", IEEE/RSJ International Conference on Intellignet Robots and Systems, 1995. [BibTex][pdf, (extended) pdf]

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]

Joshi T., Ponce J., Vijayakumar B., Kriegman D., "HOT Curves for Modelling and Recognition of Smooth Curved 3D Shapes", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1994. [BibTex][pdf]

Taylor C J., Kriegman D., "Vision-Based Motion Planning and Exploration Algorithms for Mobile Robots", Workshop on the Algorithmic Foundations of Robotics, 1994. [BibTex][pdf]

Taylor C J., Kriegman D., "Minimization on the Lie Group SO(3) and Related Manifolds", Yale Center For Systems Science Technical Report, 1994. [BibTex][pdf]

Kriegman D., Vijayakumar B., Ponce J., "Reconstruction of HOT curves from Image Sequences ", IEEE International Conference on Computer Vision, 1993. [BibTex][pdf]

Kriegman D., Yeh E., Ponce J., "Convex Hulls of Algebraic Curves", Proceedings of the SPIE Conference on Curves and Surfaces in Computer Vision and Graphics, pp. 118-127, 1992. [BibTex][pdf]

Kriegman D., Vijayakumar B., Ponce J., "Constraints for Recognizing and Locating Curved 3D Objects from Monocular Image Features", European Conference on Computer Vision (ECCV), pp. 829-833 , 1992. [BibTex][pdf]

Tarr M J., Kriegman D., Toward understanding human object recognition: Aspect graphs and view-based representations, , 1992. [BibTex]