Publications

2021

  • Qimin Chen, Oscar Beijbom, Stephen Chan, Jessica Bouwmeester, David J. Kriegman, "A New Deep Learning Engine for CoralNet", ICCV Workshop: Computer Vision in the Ocean, 2021.

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2020

2018

  • Zak Murez, Soheil Kolour, David J. Kriegman, Ravi Ramamoorthi, Kyungnam Kim, "Image to Image Translation for Domain Adaptation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2018.

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  • Zhengqin Li, Zak Murez, David J. Kriegman, Ravi Ramamoorthi, Manmohan Chandraker, "Learning to See through Turbulent Water", IEEE Winter Conf. on Applications of Computer Vision, 2018.

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2017

  • Zak Murez, Tali Treibitz, Ravi Ramamoorthi, David J. Kriegman, "Photometric stereo in a scattering medium", IEEE transactions on pattern analysis and machine intelligence, vol. 39, no. 9, pp. 1880-1891, 2017.

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  • Jiandong Tian, Zak Murez, Tong Cui, Zhen Zhang, David J. Kriegman, Ravi Ramamoorthi, "Depth and image restoration from light field in a scattering medium", The IEEE International Conference on Computer Vision (ICCV), 2017.

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2016

  • Jameson Merkow, David J. Kriegman, Alison Marsden, Zhuowen Tu, "Dense Volume-to-Volume Vascular Boundary Detection", International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI), October, 2016.

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  • Oscar Beijbom, Tali Treibitz, David I. Kline, Gal Eyal, Adi Khen, Benjamin P. Neal, Yossi Loya, B. Greg Mitchell, David J. Kriegman, "Improving Automated Annotation of Benthic Survey Images Using Wide-band Fluorescence", Nature, March, 2016.

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2015

  • Oscar Beijbom, Peter J. Edmunds, Chris Roelfsema, Jennifer Smith, David I. Kline, Benjamin P. Neal, Matthew J. Dunlap, Vincent Moriarty, Tung-Yung Fan, Chih-Jui Tan, Stephen Chan, Tali Treibitz, Anthony Gamst, B. Greg Mitchell, David J. Kriegman, "Towards automated annotation of benthic survey images: Variability of human experts and operational modes of automation", PloS one, July, 2015.

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  • Chia-Kai Liang, Ravi Ramamoorthi, "A Light Transport Framework for Lenslet Light Field Cameras", ACM Transactions on Graphics (TOG), 2015.

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  • Oscar Beijbom, Neel Joshi, Dan Morris, Scott Saponas, Siddharth Khullar, "Menu-Match: Restaurant-Specific Food Logging from Images", Winter Conference on Applications of Computer Vision (WACV), 2015.

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  • Tali Treibitz, Benjamin P. Neal, David I. Kline, Oscar Beijbom, Paul L. D. Roberts, B. Greg Mitchell, David J. Kriegman, "Wide Field-of-View Fluorescence Imaging of Coral Reefs", Scientific Reports, 2015.

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  • Jameson Merkow, Zhuowen Tu, David J. Kriegman, Alison Marsden, "Structural Edge Detection for Cardiovascular Modeling", MICCAI, Munich, Germany, Springer International, pp. 735-742, 2015.

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  • Zak Murez, Tali Treibitz, Ravi Ramamoorthi, David J. Kriegman, "Photometric Stereo in a Scattering Medium", International Conference on Computer Vision (ICCV), 2015.

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  • Michael Wilber, Iljung Sam Kwak, David J. Kriegman, Serge Belongie, "Learning Concept Embeddings with Combined Human-Machine Expertise", International Conference on Computer Vision (ICCV 2015), 2015.

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2014

2013

  • Iljung Sam Kwak, Ana Cristina Murillo, Peter N. Belhumeur, David J. Kriegman, Serge Belongie, "From Bikers to Surfers: Visual Recognition of Urban Tribes", British Machine Vision Conference (BMVC), Bristol, September, 2013.

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  • Eric Christiansen, Vincent Rabaud, Andrew Ziegler, David J. Kriegman, Serge Belongie, "Match-time covariance for descriptors", British Machine Vision Conference (BMVC), Bristol, September, 2013.

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  • Hani Altwaijry, Serge Belongie, "Ultra-wide Baseline Aerial Imagery Matching in Urban Environments", British Machine Vision Conference (BMVC), Bristol, September, 2013.

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  • Michael W. Tao, Jitendra Malik, Ravi Ramamoorthi, "Sharpening Out of Focus Images using High-Frequency Transfer", Computer Graphics Forum, vol. 32, no. 2, pp. 489-498, May, 2013.

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  • Jinwei Gu, Shree Nayar, Eitan Grinspun, Peter N. Belhumeur, Ravi Ramamoorthi, "Compressive Structured Light for Recovering Inhomogeneous Participating Media", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 35, no. 3, March, 2013.

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  • Steve Branson, Oscar Beijbom, Serge Belongie, "Efficient Large-Scale Structured Learning", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June, 2013.

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  • Tsung-Yi Lin, Serge Belongie, James Hays, "Cross-view Image Geolocalization", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June, 2013.

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  • Catherine Wah, Serge Belongie, "Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June, 2013.

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  • Wei Di, Catherine Wah, Anurag Bhardwaj, Robinson Piramuthu, Neel Sundaresan, "Style Finder: Fine-Grained Clothing Style Recognition and Retrieval", IEEE International Workshop on Mobile Vision, Portland, OR, June, 2013.

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  • Manmohan Chandraker, Dikpal Reddy, Yizhou Wang, Ravi Ramamoorthi, "What Object Motion Reveals About Shape with Unknown BRDF and Lighting", Computer Vision and Pattern Recognition (CVPR), pp. 2523-2530, June, 2013.

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  • Arturo Flores, Eric Christiansen, David J. Kriegman, Serge Belongie, "Camera distance from face images", International Symposium on Visual Computing (ISVC), Crete, July, 2013.

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  • Eric Christiansen, Iljung Sam Kwak, Serge Belongie, David J. Kriegman, "Face box shape and verification", International Symposium on Visual Computing (ISVC), Crete, July, 2013.

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  • Hani Altwaijry, Serge Belongie, "Relative Ranking of Facial Attractiveness", Workshop on the Applications of Computer Vision (WACV), Clearwater Beach, FL, January, 2013.

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  • Genevieve Patterson, Grant Van Horn, Serge Belongie, Pietro Perona, James Hays, "Bootstrapping Fine-Grained Classifiers: Active Learning with a Crowd in the Loop", NIPS Workshop on Crowdsourcing: Theory, Algorithms and Applications, Lake Tahoe, December, 2013.

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  • Manmohan Chandraker, Jiamin Bai, Ravi Ramamoorthi, "On Differential Photometric Reconstruction for Unknown, Isotropic BRDFs", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 35, no. 12, pp. 2941-2955, December, 2013.

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  • Tali Treibitz, Benjamin P. Neal, David I. Kline, Oscar Beijbom, Paul L. D. Roberts, B. Greg Mitchell, David J. Kriegman, "Wide Field-of-View Daytime Fluorescence Imaging of Coral Reefs", IEEE Oceans, 2013.

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  • Michael W. Tao, Sunil Hadap, Jitendra Malik, Ravi Ramamoorthi, "Depth from Combining Defocus and Correspondence Using Light Field Cameras", International Conference on Computer Vision (ICCV), pp. 673-680, 2013.

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  • Dikpal Reddy, Jiamin Bai, Ravi Ramamoorthi, "External Mask-Based Depth and Light Field Camera", ICCV Workshop on Consumer Depth Cameras for Computer Vision, 2013.

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  • David Veesler, Melody G. Campbell, Anchi Cheng, Chi-Yu Fu, Zak Murez, John E. Johnson, Clinton S. Potter, Bridget Carragher, "Maximizing the potential of electron cryomicroscopy data collected using direct detectors", Journal of structural biology, vol. 184, no. 2, pp. 193-202, 2013.

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  • Peter N. Belhumeur, David W. Jacobs, David J. Kriegman, Neeraj Kumar, "Localizing parts of faces using a consensus of exemplars", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 35, pp. 2930-2940, 2013.

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2012

  • Dikpal Reddy, Ravi Ramamoorthi, Brian Curless, "Frequency-Space Decomposition and Acquisition of Light Transport under Spatially Varying Illumination", European Conference on Computer Vision (ECCV), pp. 6-596--6-610, October, 2012.

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  • Oscar Beijbom, "Domain Adaptation for Computer Vision Applications", Tech Report:, University of California, San Diego, June, 2012.

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  • Ana Cristina Murillo, Iljung Sam Kwak, Lubomir Bourdev, David J. Kriegman, Serge Belongie, "Urban Tribes: Analyzing Group Photos from a Social Perspective", CVPR Workshop on Socially Intelligent Surveillance and Monitoring (SISM), Providence, RI, June, 2012.

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  • Oscar Beijbom, Peter J. Edmunds, David I. Kline, B. Greg Mitchell, David J. Kriegman, "Automated Annotation of Coral Reef Survey Images", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, June, 2012.

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  • Andrew Ziegler, Serge Belongie, "Non-Rigid Surface Detection for Gestural Interaction with Applicable Surfaces", Applications of Computer Vision (WACV), Breckenridge, CO, January, 2012.

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  • Tian-Tsong Ng, Ramanpreet Singh Pahwa, Jiamin Bai, Kar-Han Tan, Ravi Ramamoorthi, "From the Rendering Equation to Stratified Light Transport Inversion", International Journal of Computer Vision (IJCV), vol. 96, no. 2, pp. 235-251, February, 2012.

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  • Andrew Ziegler, Eric Christiansen, David J. Kriegman, Serge Belongie, "Locally Uniform Comparison Image Descriptor", Neural Information Processing Systems (NIPS), Lake Tahoe, NV, pp. 1-9, December, 2012.

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  • Kai Wang, Eric Kim, Nicholas Carlini, Daniel Nguyen, "Operator-Assisted Tabulation of Optical Scan Ballots", Electronic Voting Technology Workshop/ Workshop on Trustworthy Elections (EVT/WOTE), Bellevue, WA, USENIX/ACCURATE/IAVoSS, August, 2012.

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  • Tali Treibitz, Zak Murez, B. Greg Mitchell, David J. Kriegman, "Shape From Fluorescence", European Conference on Computer Vision (ECCV), 2012.

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2011

  • Ravi Ramamoorthi, "Sparse Reconstruction of Visual Appearance for Computer Graphics and Vision", SPIE Wavelets and Sparsity, September, 2011.

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  • Prasanna Krishnasamy, Serge Belongie, David J. Kriegman, "Wet Fingerprint Recognition: Challenges and Opportunities", International Joint Conference on Biometrics (IJCB), Washington, DC, October, 2011.

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  • Ohil K. Manyam, Neeraj Kumar, Peter N. Belhumeur, David J. Kriegman, "Two Faces are Better than One: Face Recognition in Group Photographs", International Joint Conference on Biometrics (IJCB), Washington, DC, October, 2011.

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  • Manmohan Chandraker, Ravi Ramamoorthi, "What an Image Reveals About Material Reflectance", International Conference on Computer Vision (ICCV), pp. 1076-1083, October, 2011.

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  • Manmohan Chandraker, Jiamin Bai, Tian-Tsong Ng, Ravi Ramamoorthi, "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, October, 2011.

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  • Manmohan Chandraker, Jiamin Bai, Ravi Ramamoorthi, "A Theory of Differential Photometric Stereo for Unknown Isotropic BRDFs", International Conference on Computer Vision (ICCV), pp. 1076-1083, October, 2011.

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  • Robert Carroll, Ravi Ramamoorthi, Maneesh Agrawala, "Illumination Decomposition for Material Recoloring with Consistent Interreflections", ACM Transactions on Graphics (SIGGRAPH 2011), vol. 30, no. 4, pp. 43, July, 2011.

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  • Boris Babenko, Ming-Hsuan Yang, Serge Belongie, "Visual Tracking with Online Multiple Instance Learning", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), August, 2011.

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  • Carolina Galleguillos, Brian McFee, Serge Belongie, Gert Lanckriet, "From Region Similarity to Category Discovery", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, 2011.

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  • Tsubasa Yoshida, Kris Kitani, Serge Belongie, Kevin Schlei, Hideki Koike, "EdgeSonic: Image Feature Sonification for the Visually Impaired", International Conference on the Augmented Human, Tokyo, Japan, 2011.

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  • Boris Babenko, Nakul Verma, Piotr Dollár, Serge Belongie, "Multiple Instance Learning with Manifold Bags", International Conference on Machine Learning (ICML), Bellevue, WA, 2011.

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  • Omer Tamuz, Ce Liu, Serge Belongie, Ohad Shamir, Adam Tauman Kalai, "Adaptively Learning the Crowd Kernel", International Conference on Machine Learning (ICML), Bellevue, WA, 2011.

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  • Kai Wang, Boris Babenko, Serge Belongie, "End-to-End Scene Text Recognition", IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011.

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  • Florian Schroff, Tali Treibitz, David J. Kriegman, Serge Belongie, "Pose, Illumination and Expression Invariant Pairwise Face-Similarity Measure via Doppelgänger List Comparison", IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011.

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  • Steve Branson, Pietro Perona, Serge Belongie, "Strong Supervision From Weak Annotation: Interactive Training of Deformable Part Models", IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011.

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  • Catherine Wah, Steve Branson, Pietro Perona, Serge Belongie, "Multiclass Recognition and Part Localization with Humans in the Loop", IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011.

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  • Christopher Barngrover, Serge Belongie, Ryan Kastner, "JBoost Optimization of Object Detectors for Autonomous Underwater Vehicle Navigation", International Conference on Computer Analysis of Images and Patterns (CAIP), Seville, Spain, 2011.

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2010

  • Kai Wang, Serge Belongie, "Word Spotting in the Wild", European Conference on Computer Vision (ECCV), 2010.

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  • Steve Branson, Catherine Wah, Boris Babenko, Florian Schroff, Peter Welinder, Pietro Perona, Serge Belongie, "Visual Recognition with Humans in the Loop", European Conference on Computer Vision (ECCV), Heraklion, Crete, September, 2010.

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  • Jiamin Bai, Manmohan Chandraker, Tian-Tsong Ng, Ravi Ramamoorthi, "A Dual Theory of Inverse and Forward Light Transport", European Conference on Computer Vision (ECCV), pp. 2-294--2-307, September, 2010.

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  • Neel Joshi, Wojciech Matusik, David J. Kriegman, Edward H. Adelson, "Personal photo enhancement using example images", ACM Transactions on Graphics, March, 2010.

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  • Arturo Flores, Serge Belongie, "Removing pedestrians from Google Street View images", IEEE International Workshop on Mobile Vision, San Francisco, CA, June, 2010.

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  • Tess Winlock, Eric Christiansen, Serge Belongie, "Toward real-time grocery detection for the visually impaired", Computer Vision Applications for the Visually Impaired (CVAVI), San Francisco, CA, June, 2010.

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  • Kai Wang, Eric Rescorla, Hovav Shacham, Serge Belongie, "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.

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  • Carolina Galleguillos, Brian McFee, Serge Belongie, Gert Lanckriet, "Multi-Class Object Localization by Combining Local Contextual Interactions", IEEE Conference in Computer Vision and Pattern Recognition (CVPR), 2010.

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  • Carolina Galleguillos, Serge Belongie, "Context Based Object Categorization: A Critical Survey", Computer Vision and Image Understanding (CVIU), vol. 114, pp. 712-722, 2010.

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  • Carven von Bearnensquash, "Paper Gestalt", Secret Proceedings of Computer Vision and Pattern Recognition, 2010.

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  • Piotr Dollár, Serge Belongie, Pietro Perona, "The Fastest Pedestrian Detector In The West", British Machine Vision Conference (BMVC), Aberystwyth, UK, 2010.

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  • Tsubasa Yoshida, Kris Kitani, Serge Belongie, Kevin Schlei, "EdgeSonic: Sonification of Image Features for the Visually Impaired", Workshop on Interactive Systems and Software, Japan, 2010.

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  • Peter Welinder, Steve Branson, Serge Belongie, Pietro Perona, "The Multidimensional Wisdom of Crowds", Neural Information Processing Systems Conference (NIPS), 2010.

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  • Peter Welinder, Steve Branson, Takeshi Mita, Catherine Wah, Florian Schroff, "Caltech-UCSD Birds 200", Technical Report, no. CNS-TR-201: Caltech, 2010.

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2009

  • Pieter Peers, Dhruv Mahajan, Bruce Lamond, Wojciech Matusik, Ravi Ramamoorthi, Paul Debevec, "Compressive Light Transport Sensing", ACM Transactions on Graphics, vol. 28, no. 1, January, 2009.

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  • Jinwei Gu, Ravi Ramamoorthi, Peter N. Belhumeur, Shree Nayar, "Removing Image Artifacts Due to Dirty Camera Lenses and Thin Occluders", ACM Transactions on Graphics (SIGGRAPH Asia 2009), vol. 28, no. 5, December, 2009.

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  • Dhruv Mahajan, Fu-Chung Huang, Wojciech Matusik, Ravi Ramamoorthi, Peter N. Belhumeur, "Moving Gradients: A Path-Based Method for Plausible Image Interpolation", ACM Transactions on Graphics (SIGGRAPH 09), vol. 28, no. 3, August, 2009.

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  • Manmohan Chandraker, Jongwoo Lim, David J. Kriegman, "Moving in Stereo: Efficient Structure and Motion Using Lines", ICCV, Kyoto, Japan, October, 2009.

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  • Boris Babenko, Ming-Hsuan Yang, Serge Belongie, "Visual Tracking with Online Multiple Instance Learning", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, 2009.

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  • Vincent Rabaud, Serge Belongie, "Linear Embeddings in Non-Rigid Structure From Motion", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, 2009.

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  • Josh Wills, Sameer Agarwal, David J. Kriegman, Serge Belongie, "Toward a Perceptual Space for Gloss", ACM Transactions on Graphics, vol. 28, no. 4, pp. 1-15, 2009.

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  • Andrew Rabinovich, Serge Belongie, "Scenes vs. Objects: a Comparative Study of Two Approaches to Context Based Recognition", International Workshop on Visual Scene Understanding (ViSU), Miami, FL, 2009.

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  • Peter Faymonville, Kai Wang, John Miller, Serge Belongie, "CAPTCHA-based Image Labeling on the Soylent Grid", Human Computation Workshop (HCOMP), Paris, France, 2009.

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  • Piotr Dollár, Zhuowen Tu, Pietro Perona, Serge Belongie, "Integral Channel Features", British Machine Vision Conference (BMVC), London, England, 2009.

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  • Boris Babenko, Ming-Hsuan Yang, Serge Belongie, "A Family of Online Boosting Algorithms", Online Learning for Computer Vision (OLCV), Kyoto, Japan, 2009.

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  • Boris Babenko, Steve Branson, Serge Belongie, "Similarity Metrics for Categorization: from Monolithic to Category Specific", International Conference on Computer Vision (ICCV), Kyoto, Japan, 2009.

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  • Carolina Galleguillos, Peter Faymonville, Serge Belongie, "BUBL: An Effective Region Labeling Tool Using a Hexagonal Lattice", Workshop on Emergent Issues in Large Amounts of Visual Data, Kyoto, Japan, 2009.

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  • Sravanthi Kota Venkata, Ikkjin Ahn, Donghwan Jeon, Anshuman Gupta, Saturnino Garcia, Serge Belongie, Camillo J. Taylor, "SD-VBS: The San Diego Vision Benchmark Suite", IEEE International Symposium on Workload Characterization (IISWC), Austin, TX, 2009.

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  • Boris Babenko, Piotr Dollár, Serge Belongie, "Multiple Instance Learning with Query Bags", 2009.

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  • Hourieh Fakourfar, Serge Belongie, "Fingerprint Recognition System Performance in the Maritime Environment", Workshop on Applications of Computer Vision (WACV), Snowbird, UT, 2009.

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  • Manmohan Chandraker, Sameer Agarwal, David J. Kriegman, Serge Belongie, "Globally Optimal Algorithms for Stratified Autocalibration", International Journal of Computer Vision (IJCV), to appear, 2009.

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  • Neel Joshi, C. Lawrence Zitnick, Richard Szeliski, David J. Kriegman, "Image Deblurring and Denoising using Color Prior", CVPR, 2009.

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2008

2007

2006

2005

  • Kuang-Chih Lee, Jeffrey Ho, Ming-Hsuan Yang, David J. Kriegman, "Visual Tracking and Recognition Using Probabilistic Appearance Manifolds", Computer Vision and Image Understanding (CVIU), pp. 303-331, September, 2005.

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  • Fredrik Kahl, Didier Henrion , "Globally Optimal Estimates for Geometric Reconstruction Problem", IEEE International Conference on Computer Vision (ICCV), Beijing, China, pp. 978-985, October, 2005.

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  • Fredrik Kahl, "Multiple View Geometry and the L-infinity Norm", IEEE International Conference on Computer Vision (ICCV), Beijing, China, October, 2005.

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  • Jongwoo Lim, Jeffrey Ho, Ming-Hsuan Yang, David J. Kriegman, "Passive Photometric Stereo from Motion", IEEE International Conference on Computer Vision (ICCV), Beijing, pp. 1635-1642, October, 2005.

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  • Greg Mori, Serge Belongie, Jitendra Malik, "Efficient Shape Matching Using Shape Contexts", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no. 11, pp. 1832-1837, November, 2005.

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  • David J. Kriegman, Jeffrey Ho, Kuang-Chih Lee, "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.

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  • Kristin Branson, Serge Belongie, "Tracking Multiple Mouse Contours (Without Too Many Samples)", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, June, 2005.

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  • Henrik Stewénius, David Nistér, Fredrik Kahl, Frederik Schaffalitzky, "A Minimal Solution for Relative Pose with Unknown Focal Length", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, pp. 789-794, June, 2005.

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  • Jan Erik Solem, Fredrik Kahl, Anders Heyden, "Visibility Constrained Surface Evolution", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 892-899, June, 2005.

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  • Jongwoo Lim, Ming-Hsuan Yang, "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.

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  • Manmohan Chandraker, Fredrik Kahl, David J. Kriegman, "Reflections on the Generalized Bas-Relief Ambiguity", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 788-795, June, 2005.

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  • Kuang-Chih Lee, David J. Kriegman, "Online Learning of Probabilistic Appearance Manifolds for Video-based Recognition and Tracking", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 852-859, 2005.

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  • Satya P. Mallick, Todd Zickler, David J. Kriegman, Peter N. Belhumeur, "Beyond Lambert: Reconstructing Specular Surfaces Using Color", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 619- 626, June, 2005.

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  • Diego Nehab, Szymon Rusinkiewicz, James Davis, Ravi Ramamoorthi, "Efficiently Combining Positions and Normals for Precise 3D Geometry", Transactions on Graphics, vol. 24, no. 3, pp. 536-543, June, 2005.

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  • Ravi Ramamoorthi, Melissa L. Koudelka, Peter N. Belhumeur, "A Fourier Theory of Cast Shadows", A Fourier Theory for Cast Shadows, vol. 27, no. 2, pp. 288-295, February, 2005.

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  • James Davis, Diego Nehab, Ravi Ramamoorthi, Szymon Rusinkiewicz, "Spacetime Stereo: A Unifying Framework for Depth from Triangulation", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no. 2, pp. 296-302, February, 2005.

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  • Satya P. Mallick, Bridget Carragher, Clinton S. Potter, David J. Kriegman, "ACE: Automated CTF Estimation", Ultramicroscopy, vol. 104, no. 1, pp. 8-29, August, 2005.

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  • Sanjeev Kumar, Mainak Biswas, Serge Belongie, Truong Nguyen, "Spatio-temporal texture synthesis and image inpainting for video applications", ICIP, Genova, Italy, vol. 2, pp. 85-88, 2005.

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  • Serge Belongie, Kristin Branson, Piotr Dollár, Vincent Rabaud, "Monitoring Animal Behavior in the Smart Vivarium", Measuring Behavior, Wageningen, NL, pp. 70-72, 2005.

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  • Serge Belongie, Greg Mori, Jitendra Malik, "Matching with Shape Contexts", Analysis and Statistics of Shapes:, Birkhäuser, 2005.

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  • Ivan Laptev, Serge Belongie, Patrick Pérez, Josh Wills, "Periodic Motion Detection and Segmentation via Approximate Sequence Alignment", ICCV, Beijing, China, vol. 1, pp. 816-823, 2005.

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  • Louka Dlagnekov, Serge Belongie, "Recognizing Cars", UCSD CSE Tech Report, no. CS2005-083, 2005.

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  • Marília Maschion, Vincent Rabaud, Serge Belongie, "Computer Vision: Fact and Fiction", UCSD/Calit2, 2005.

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  • Piotr Dollár, Vincent Rabaud, Garrison Cottrell, Serge Belongie, "Behavior Recognition via Sparse Spatio-Temporal Features", IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Beijing, China, 2005.

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  • Vincent Rabaud, Serge Belongie, "Big Little Icons", Computer Vision Applications for the Visually Impaired (CVAVI), San Diego, CA, 2005.

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  • Sameer Agarwal, Jongwoo Lim, Lihi Zelnik-Manor, Pietro Perona, David J. Kriegman, Serge Belongie, "Beyond Pairwise Clustering", CVPR, San Diego, CA, vol. 2, pp. 838-845, 2005.

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2004

2003

2002

2001

2000

1999

  • Peter N. Belhumeur, David J. Kriegman, "Shedding Light on Reconstruction and Image-Based Rendering", Yale University, Center for Systems Science Technical Report, no. CSS-9903, November, 1999.

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  • Jitendra Malik, Serge Belongie, Jianbo Shi, Thomas Leung, "Textons, Contours and Regions: Cue Integration in Image Segmentation", IEEE International Conference on Computer Vision (ICCV), pp. 918-925, 1999.

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  • Chad Carson, Megan Thomas, Serge Belongie, Joseph M. Hellerstein, Jitendra Malik, "Blobworld: A system for region-based image indexing and retrieval", VISUAL, Amsterdam, pp. 509-516, 1999.

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  • Bangalore S. Manjunath, Yining Deng, David A. Forsyth, Chad Carson, Sergey Ioffe, Serge Belongie, Jitendra Malik, Wei-Ying Ma, Atul Puri, T. Chen, "Image retrieval in digital libraries", Multimedia: Standards, Systems and Networks, Marcel Dekker, 1999.

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  • Jitendra Malik, Jianbo Shi, Serge Belongie, Thomas Leung, "Grouping in the Normalized Cut Framework", Shape, Contour and Grouping in Computer Vision, Springer Verlag, vol. LNCS 1681, pp. 155-164, 1999.

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  • Peter N. Belhumeur, David J. Kriegman, Alan L. Yuille, "The Bas-Relief Ambiguity", International Journal of Computer Vision (IJCV), vol. 35, issue 1, pp. 33-44, 1999.

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  • David J. Kriegman, Peter N. Belhumeur, Athinodoros S. Georghiades, "Shape and Enlightenment: Reconstruction and Recognition under Variable Illumination", International Symposium on Robotics Research, 1999.

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  • Athinodoros S. Georghiades, Peter N. Belhumeur, David J. Kriegman, "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.

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  • Ming-Hsuan Yang, Narendra Ahuja, David J. Kriegman, "Face Detection Using a Mixture of Factor Analyzers", IEEE International Conference on Image Processing (ICIP), Kobe, Japan, 1999.

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  • Ravi Ramamoorthi, James Arvo, "Creating Generative Models from Range Images", SIGGRAPH, pp. 195-204, 1999.

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1998

1997

  • Peter N. Belhumeur, Joāo P. Hespanha, David J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection", IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 711-720, July, 1997.

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  • David J. Kriegman, "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.

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  • Gregory D. Hager , David J. Kriegman, Erliang Yeh, Christopher Rasmussen, "Image-based Prediction of Landmark Features for Mobile Robot Navigation", IEEE Conference on Robotics and Automation, pp. 1040-1046, April, 1997.

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  • Chad Carson, Serge Belongie, Hayit Greenspan, Jitendra Malik, "Region-Based Image Querying", Content-based Access of Image and Video Libraries (CBAIVL), Puerto Rico, pp. 42-49, 1997.

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  • Serge Belongie, Chad Carson, Hayit Greenspan, Jitendra Malik, "Recognition of Images in Large Databases Using a Learning Framework", UC Berkeley CS Tech Report, no. 97-939, 1997.

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  • Peter N. Belhumeur, David J. Kriegman, Alan L. Yuille, "The Bas-Relief Ambiguity", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1060-1066, 1997.

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1996

1995

  • Camillo J. Taylor, David J. Kriegman, "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.

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  • Anil Rao, David J. Kriegman, Ken Goldberg, "Complete Algorithms for Reorienting Polyhedral Parts using a Pivotting Gripper", pp. 2242-2248, 1995.

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  • Baskaran Vijayakumar, David J. Kriegman, Jean Ponce, "Invariant-Based Recognition of Complex Curved 3D Objects from Image Contours", International Conference on Computer Vision (ICCV), 1995.

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  • Erliang Yeh, David J. Kriegman, "Toward Selecting and Recognizing Natural Landmarks", IEEE/RSJ International Conference on Intellignet Robots and Systems, 1995.

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1994

1993

1992

  • David J. Kriegman, Erliang Yeh, Jean Ponce, "Convex Hulls of Algebraic Curves", Proceedings of the SPIE Conference on Curves and Surfaces in Computer Vision and Graphics, pp. 118-127, 1992.

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  • David J. Kriegman, Baskaran Vijayakumar, Jean Ponce, "Constraints for Recognizing and Locating Curved 3D Objects from Monocular Image Features", European Conference on Computer Vision (ECCV), pp. 829-833, 1992.

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  • Michael J. Tarr, David J. Kriegman, "Toward understanding human object recognition: Aspect graphs and view-based representations", 1992.

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Publications

2021

  • Qimin Chen, Oscar Beijbom, Stephen Chan, Jessica Bouwmeester, David J. Kriegman, "A New Deep Learning Engine for CoralNet", ICCV Workshop: Computer Vision in the Ocean, 2021.

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2020

2018

  • Zak Murez, Soheil Kolour, David J. Kriegman, Ravi Ramamoorthi, Kyungnam Kim, "Image to Image Translation for Domain Adaptation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2018.

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  • Zhengqin Li, Zak Murez, David J. Kriegman, Ravi Ramamoorthi, Manmohan Chandraker, "Learning to See through Turbulent Water", IEEE Winter Conf. on Applications of Computer Vision, 2018.

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2017

  • Zak Murez, Tali Treibitz, Ravi Ramamoorthi, David J. Kriegman, "Photometric stereo in a scattering medium", IEEE transactions on pattern analysis and machine intelligence, vol. 39, no. 9, pp. 1880-1891, 2017.

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  • Jiandong Tian, Zak Murez, Tong Cui, Zhen Zhang, David J. Kriegman, Ravi Ramamoorthi, "Depth and image restoration from light field in a scattering medium", The IEEE International Conference on Computer Vision (ICCV), 2017.

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2016

  • Jameson Merkow, David J. Kriegman, Alison Marsden, Zhuowen Tu, "Dense Volume-to-Volume Vascular Boundary Detection", International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI), October, 2016.

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  • Oscar Beijbom, Tali Treibitz, David I. Kline, Gal Eyal, Adi Khen, Benjamin P. Neal, Yossi Loya, B. Greg Mitchell, David J. Kriegman, "Improving Automated Annotation of Benthic Survey Images Using Wide-band Fluorescence", Nature, March, 2016.

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2015

  • Oscar Beijbom, Peter J. Edmunds, Chris Roelfsema, Jennifer Smith, David I. Kline, Benjamin P. Neal, Matthew J. Dunlap, Vincent Moriarty, Tung-Yung Fan, Chih-Jui Tan, Stephen Chan, Tali Treibitz, Anthony Gamst, B. Greg Mitchell, David J. Kriegman, "Towards automated annotation of benthic survey images: Variability of human experts and operational modes of automation", PloS one, July, 2015.

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  • Chia-Kai Liang, Ravi Ramamoorthi, "A Light Transport Framework for Lenslet Light Field Cameras", ACM Transactions on Graphics (TOG), 2015.

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  • Oscar Beijbom, Neel Joshi, Dan Morris, Scott Saponas, Siddharth Khullar, "Menu-Match: Restaurant-Specific Food Logging from Images", Winter Conference on Applications of Computer Vision (WACV), 2015.

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  • Tali Treibitz, Benjamin P. Neal, David I. Kline, Oscar Beijbom, Paul L. D. Roberts, B. Greg Mitchell, David J. Kriegman, "Wide Field-of-View Fluorescence Imaging of Coral Reefs", Scientific Reports, 2015.

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  • Jameson Merkow, Zhuowen Tu, David J. Kriegman, Alison Marsden, "Structural Edge Detection for Cardiovascular Modeling", MICCAI, Munich, Germany, Springer International, pp. 735-742, 2015.

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  • Zak Murez, Tali Treibitz, Ravi Ramamoorthi, David J. Kriegman, "Photometric Stereo in a Scattering Medium", International Conference on Computer Vision (ICCV), 2015.

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  • Michael Wilber, Iljung Sam Kwak, David J. Kriegman, Serge Belongie, "Learning Concept Embeddings with Combined Human-Machine Expertise", International Conference on Computer Vision (ICCV 2015), 2015.

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2014

2013

  • Iljung Sam Kwak, Ana Cristina Murillo, Peter N. Belhumeur, David J. Kriegman, Serge Belongie, "From Bikers to Surfers: Visual Recognition of Urban Tribes", British Machine Vision Conference (BMVC), Bristol, September, 2013.

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  • Eric Christiansen, Vincent Rabaud, Andrew Ziegler, David J. Kriegman, Serge Belongie, "Match-time covariance for descriptors", British Machine Vision Conference (BMVC), Bristol, September, 2013.

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  • Hani Altwaijry, Serge Belongie, "Ultra-wide Baseline Aerial Imagery Matching in Urban Environments", British Machine Vision Conference (BMVC), Bristol, September, 2013.

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  • Michael W. Tao, Jitendra Malik, Ravi Ramamoorthi, "Sharpening Out of Focus Images using High-Frequency Transfer", Computer Graphics Forum, vol. 32, no. 2, pp. 489-498, May, 2013.

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  • Jinwei Gu, Shree Nayar, Eitan Grinspun, Peter N. Belhumeur, Ravi Ramamoorthi, "Compressive Structured Light for Recovering Inhomogeneous Participating Media", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 35, no. 3, March, 2013.

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  • Steve Branson, Oscar Beijbom, Serge Belongie, "Efficient Large-Scale Structured Learning", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June, 2013.

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  • Tsung-Yi Lin, Serge Belongie, James Hays, "Cross-view Image Geolocalization", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June, 2013.

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  • Catherine Wah, Serge Belongie, "Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June, 2013.

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  • Wei Di, Catherine Wah, Anurag Bhardwaj, Robinson Piramuthu, Neel Sundaresan, "Style Finder: Fine-Grained Clothing Style Recognition and Retrieval", IEEE International Workshop on Mobile Vision, Portland, OR, June, 2013.

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  • Manmohan Chandraker, Dikpal Reddy, Yizhou Wang, Ravi Ramamoorthi, "What Object Motion Reveals About Shape with Unknown BRDF and Lighting", Computer Vision and Pattern Recognition (CVPR), pp. 2523-2530, June, 2013.

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  • Arturo Flores, Eric Christiansen, David J. Kriegman, Serge Belongie, "Camera distance from face images", International Symposium on Visual Computing (ISVC), Crete, July, 2013.

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  • Eric Christiansen, Iljung Sam Kwak, Serge Belongie, David J. Kriegman, "Face box shape and verification", International Symposium on Visual Computing (ISVC), Crete, July, 2013.

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  • Hani Altwaijry, Serge Belongie, "Relative Ranking of Facial Attractiveness", Workshop on the Applications of Computer Vision (WACV), Clearwater Beach, FL, January, 2013.

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  • Genevieve Patterson, Grant Van Horn, Serge Belongie, Pietro Perona, James Hays, "Bootstrapping Fine-Grained Classifiers: Active Learning with a Crowd in the Loop", NIPS Workshop on Crowdsourcing: Theory, Algorithms and Applications, Lake Tahoe, December, 2013.

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  • Manmohan Chandraker, Jiamin Bai, Ravi Ramamoorthi, "On Differential Photometric Reconstruction for Unknown, Isotropic BRDFs", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 35, no. 12, pp. 2941-2955, December, 2013.

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  • Tali Treibitz, Benjamin P. Neal, David I. Kline, Oscar Beijbom, Paul L. D. Roberts, B. Greg Mitchell, David J. Kriegman, "Wide Field-of-View Daytime Fluorescence Imaging of Coral Reefs", IEEE Oceans, 2013.

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  • Michael W. Tao, Sunil Hadap, Jitendra Malik, Ravi Ramamoorthi, "Depth from Combining Defocus and Correspondence Using Light Field Cameras", International Conference on Computer Vision (ICCV), pp. 673-680, 2013.

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  • Dikpal Reddy, Jiamin Bai, Ravi Ramamoorthi, "External Mask-Based Depth and Light Field Camera", ICCV Workshop on Consumer Depth Cameras for Computer Vision, 2013.

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  • David Veesler, Melody G. Campbell, Anchi Cheng, Chi-Yu Fu, Zak Murez, John E. Johnson, Clinton S. Potter, Bridget Carragher, "Maximizing the potential of electron cryomicroscopy data collected using direct detectors", Journal of structural biology, vol. 184, no. 2, pp. 193-202, 2013.

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  • Peter N. Belhumeur, David W. Jacobs, David J. Kriegman, Neeraj Kumar, "Localizing parts of faces using a consensus of exemplars", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 35, pp. 2930-2940, 2013.

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2012

  • Dikpal Reddy, Ravi Ramamoorthi, Brian Curless, "Frequency-Space Decomposition and Acquisition of Light Transport under Spatially Varying Illumination", European Conference on Computer Vision (ECCV), pp. 6-596--6-610, October, 2012.

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  • Oscar Beijbom, "Domain Adaptation for Computer Vision Applications", Tech Report:, University of California, San Diego, June, 2012.

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  • Ana Cristina Murillo, Iljung Sam Kwak, Lubomir Bourdev, David J. Kriegman, Serge Belongie, "Urban Tribes: Analyzing Group Photos from a Social Perspective", CVPR Workshop on Socially Intelligent Surveillance and Monitoring (SISM), Providence, RI, June, 2012.

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  • Oscar Beijbom, Peter J. Edmunds, David I. Kline, B. Greg Mitchell, David J. Kriegman, "Automated Annotation of Coral Reef Survey Images", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, June, 2012.

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  • Andrew Ziegler, Serge Belongie, "Non-Rigid Surface Detection for Gestural Interaction with Applicable Surfaces", Applications of Computer Vision (WACV), Breckenridge, CO, January, 2012.

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  • Tian-Tsong Ng, Ramanpreet Singh Pahwa, Jiamin Bai, Kar-Han Tan, Ravi Ramamoorthi, "From the Rendering Equation to Stratified Light Transport Inversion", International Journal of Computer Vision (IJCV), vol. 96, no. 2, pp. 235-251, February, 2012.

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  • Andrew Ziegler, Eric Christiansen, David J. Kriegman, Serge Belongie, "Locally Uniform Comparison Image Descriptor", Neural Information Processing Systems (NIPS), Lake Tahoe, NV, pp. 1-9, December, 2012.

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  • Kai Wang, Eric Kim, Nicholas Carlini, Daniel Nguyen, "Operator-Assisted Tabulation of Optical Scan Ballots", Electronic Voting Technology Workshop/ Workshop on Trustworthy Elections (EVT/WOTE), Bellevue, WA, USENIX/ACCURATE/IAVoSS, August, 2012.

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  • Tali Treibitz, Zak Murez, B. Greg Mitchell, David J. Kriegman, "Shape From Fluorescence", European Conference on Computer Vision (ECCV), 2012.

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2011

  • Ravi Ramamoorthi, "Sparse Reconstruction of Visual Appearance for Computer Graphics and Vision", SPIE Wavelets and Sparsity, September, 2011.

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  • Prasanna Krishnasamy, Serge Belongie, David J. Kriegman, "Wet Fingerprint Recognition: Challenges and Opportunities", International Joint Conference on Biometrics (IJCB), Washington, DC, October, 2011.

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  • Ohil K. Manyam, Neeraj Kumar, Peter N. Belhumeur, David J. Kriegman, "Two Faces are Better than One: Face Recognition in Group Photographs", International Joint Conference on Biometrics (IJCB), Washington, DC, October, 2011.

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  • Manmohan Chandraker, Ravi Ramamoorthi, "What an Image Reveals About Material Reflectance", International Conference on Computer Vision (ICCV), pp. 1076-1083, October, 2011.

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  • Manmohan Chandraker, Jiamin Bai, Tian-Tsong Ng, Ravi Ramamoorthi, "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, October, 2011.

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  • Manmohan Chandraker, Jiamin Bai, Ravi Ramamoorthi, "A Theory of Differential Photometric Stereo for Unknown Isotropic BRDFs", International Conference on Computer Vision (ICCV), pp. 1076-1083, October, 2011.

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  • Robert Carroll, Ravi Ramamoorthi, Maneesh Agrawala, "Illumination Decomposition for Material Recoloring with Consistent Interreflections", ACM Transactions on Graphics (SIGGRAPH 2011), vol. 30, no. 4, pp. 43, July, 2011.

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  • Boris Babenko, Ming-Hsuan Yang, Serge Belongie, "Visual Tracking with Online Multiple Instance Learning", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), August, 2011.

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  • Carolina Galleguillos, Brian McFee, Serge Belongie, Gert Lanckriet, "From Region Similarity to Category Discovery", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, 2011.

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  • Tsubasa Yoshida, Kris Kitani, Serge Belongie, Kevin Schlei, Hideki Koike, "EdgeSonic: Image Feature Sonification for the Visually Impaired", International Conference on the Augmented Human, Tokyo, Japan, 2011.

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  • Boris Babenko, Nakul Verma, Piotr Dollár, Serge Belongie, "Multiple Instance Learning with Manifold Bags", International Conference on Machine Learning (ICML), Bellevue, WA, 2011.

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  • Omer Tamuz, Ce Liu, Serge Belongie, Ohad Shamir, Adam Tauman Kalai, "Adaptively Learning the Crowd Kernel", International Conference on Machine Learning (ICML), Bellevue, WA, 2011.

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  • Kai Wang, Boris Babenko, Serge Belongie, "End-to-End Scene Text Recognition", IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011.

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  • Florian Schroff, Tali Treibitz, David J. Kriegman, Serge Belongie, "Pose, Illumination and Expression Invariant Pairwise Face-Similarity Measure via Doppelgänger List Comparison", IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011.

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  • Steve Branson, Pietro Perona, Serge Belongie, "Strong Supervision From Weak Annotation: Interactive Training of Deformable Part Models", IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011.

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  • Catherine Wah, Steve Branson, Pietro Perona, Serge Belongie, "Multiclass Recognition and Part Localization with Humans in the Loop", IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011.

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  • Christopher Barngrover, Serge Belongie, Ryan Kastner, "JBoost Optimization of Object Detectors for Autonomous Underwater Vehicle Navigation", International Conference on Computer Analysis of Images and Patterns (CAIP), Seville, Spain, 2011.

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2010