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Derek Hoiem, Ph.D. - Publications

Affiliations: 
2007 Carnegie Mellon University, Pittsburgh, PA 
Area:
Artificial Intelligence, Robotics Engineering
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32 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2015 Shih KJ, Endres I, Hoiem D. Learning Discriminative Collections of Part Detectors for Object Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 1571-84. PMID 26352996 DOI: 10.1109/Tpami.2014.2366122  0.39
2015 Rock J, Gupta T, Thorsen J, Gwak J, Shin D, Hoiem D. Completing 3D object shape from one depth image Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 2484-2493. DOI: 10.1109/CVPR.2015.7298863  0.32
2015 Hoiem D, Hays J, Xiao J, Khosla A. Guest Editorial: Scene Understanding International Journal of Computer Vision. 112: 131-132. DOI: 10.1007/S11263-015-0807-Z  0.467
2015 Guo R, Hoiem D. Labeling Complete Surfaces in Scene Understanding International Journal of Computer Vision. 112: 172-187. DOI: 10.1007/S11263-014-0776-7  0.397
2014 Endres I, Hoiem D. Category-independent object proposals with diverse ranking. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 222-34. PMID 24356345 DOI: 10.1109/Tpami.2013.122  0.414
2013 Guo R, Dai Q, Hoiem D. Paired regions for shadow detection and removal. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 2956-67. PMID 24136433 DOI: 10.1109/Tpami.2012.214  0.403
2013 Wang G, Forsyth D, Hoiem D. Improved object categorization and detection using comparative object similarity. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 2442-53. PMID 23969388 DOI: 10.1109/Tpami.2013.58  0.425
2012 Wang G, Hoiem D, Forsyth D. Learning image similarity from Flickr groups using fast kernel machines. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 2177-88. PMID 22997127 DOI: 10.1109/Tpami.2012.29  0.353
2012 Dai Q, Hoiem D. Learning to localize detected objects Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3322-3329. DOI: 10.1109/CVPR.2012.6248070  0.346
2012 Hedau V, Hoiem D, Forsyth D. Recovering free space of indoor scenes from a single image Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2807-2814. DOI: 10.1109/CVPR.2012.6248005  0.38
2012 Silberman N, Hoiem D, Kohli P, Fergus R. Indoor segmentation and support inference from RGBD images Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7576: 746-760. DOI: 10.1007/978-3-642-33715-4_54  0.375
2011 Hoiem D, Savarese S. Representations and techniques for 3D object recognition and scene interpretation Synthesis Lectures On Artificial Intelligence and Machine Learning. 15: 1-169. DOI: 10.2200/S00370ED1V01Y201107AIM015  0.357
2011 Karsch K, Hedau V, Forsyth D, Hoiem D. Rendering synthetic objects into legacy photographs Acm Transactions On Graphics. 30. DOI: 10.1145/2024156.2024191  0.323
2011 Guo R, Dai Q, Hoiem D. Single-image shadow detection and removal using paired regions Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2033-2040. DOI: 10.1109/CVPR.2011.5995725  0.311
2011 Hoiem D, Efros AA, Hebert M. Recovering occlusion boundaries from an image International Journal of Computer Vision. 91: 328-346. DOI: 10.1007/S11263-010-0400-4  0.579
2010 Wang G, Forsyth D, Hoiem D. Comparative object similarity for improved recognition with few or no examples Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3525-3532. DOI: 10.1109/CVPR.2010.5539955  0.336
2010 Farhadi A, Endres I, Hoiem D. Attribute-centric recognition for cross-category generalization Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2352-2359. DOI: 10.1109/CVPR.2010.5539924  0.332
2010 Hedau V, Hoiem D, Forsyth D. Thinking inside the box: Using appearance models and context based on room geometry Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6316: 224-237. DOI: 10.1007/978-3-642-15567-3_17  0.393
2010 Endres I, Hoiem D. Category independent object proposals Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6315: 575-588. DOI: 10.1007/978-3-642-15555-0_42  0.32
2009 Divvala SK, Hoiem D, Hays JH, Efros AA, Hebert M. An empirical study of context in object detection 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 1271-1278. DOI: 10.1109/CVPRW.2009.5206532  0.499
2008 Hoiem D, Efros AA, Hebert M. Closing the loop in scene interpretation 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587587  0.429
2008 Hoiem D, Efros AA, Hebert M. Putting objects in perspective International Journal of Computer Vision. 80: 3-15. DOI: 10.1007/s11263-008-0137-5  0.502
2007 Hoiem D, Stein AN, Efros AA, Hebert M. Recovering occlusion boundaries from a single image Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4408985  0.569
2007 Stein A, Hoiem D, Hebert M. Learning to find object boundaries using motion cues Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4408841  0.49
2007 Hoiem D, Rother C, Winn J. 3D LayoutCRF for multi-view object class recognition and segmentation Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383045  0.41
2007 Hoiem D, Efros AA, Hebert M. Recovering surface layout from an image International Journal of Computer Vision. 75: 151-172. DOI: 10.1007/S11263-006-0031-Y  0.585
2006 Nabbe B, Hoiem D, Efros AAA, Hebert M. Opportunistic use of vision to push back the path-planning horizon Ieee International Conference On Intelligent Robots and Systems. 2388-2393. DOI: 10.1109/IROS.2006.281676  0.564
2006 Sukthankar R, Ke Y, Hoiem D. Semantic learning for audio applications: A computer vision approach Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2006. DOI: 10.1109/CVPRW.2006.191  0.315
2006 Hoiem D, Efros AA, Hebert M. Putting objects in perspective Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: 2137-2144. DOI: 10.1109/CVPR.2006.232  0.598
2005 Hoiem D, Efros AA, Hebert M. Automatic photo pop-up Acm Transactions On Graphics. 24: 577-584. DOI: 10.1145/1073204.1073232  0.455
2005 Hoiem D, Efros AA, Hebert M. Geometric context from a single image Proceedings of the Ieee International Conference On Computer Vision. 654-661. DOI: 10.1109/ICCV.2005.107  0.382
2005 Hoiem D, Ke Y, Sukthankar R. SOLAR: Sound object localization and retrieval in complex audio environments Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2005.1416332  0.304
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