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David William Jacobs - Publications

Affiliations: 
University of Maryland, College Park, College Park, MD 
Area:
Computer Vision
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54 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
2020 Sengupta S, Lichy D, Kanazawa A, Castillo CD, Jacobs DW. SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33360981 DOI: 10.1109/TPAMI.2020.3046915  0.609
2017 Simon K, Sheorey S, Jacobs DW, Basri R. A Hyperelastic Two-Scale Optimization Model for Shape Matching Siam Journal On Scientific Computing. 39: B165-B189. DOI: 10.1137/15M1048562  0.313
2017 Sengupta S, Zhou H, Forkel W, Basri R, Goldstein T, Jacobs D. Solving Uncalibrated Photometric Stereo Using Fewer Images by Jointly Optimizing Low-rank Matrix Completion and Integrability Journal of Mathematical Imaging and Vision. 60: 563-575. DOI: 10.1007/S10851-017-0772-Y  0.36
2016 Kanazawa A, Kovalsky S, Basri R, Jacobs D. Learning 3D deformation of animals from 2D images Computer Graphics Forum. 35: 365-374. DOI: 10.1111/Cgf.12838  0.359
2016 Sengupta S, Chen JC, Castillo C, Patel VM, Chellappa R, Jacobs DW. Frontal to profile face verification in the wild 2016 Ieee Winter Conference On Applications of Computer Vision, Wacv 2016. DOI: 10.1109/WACV.2016.7477558  0.599
2016 Jacobs D, Belhumeur P, Jermyn I. Judging whether multiple silhouettes can come from the same object Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2059: 532-541. DOI: 10.1007/3-540-45129-3_49  0.376
2015 Ying Xiong, Chakrabarti A, Basri R, Gortler SJ, Jacobs DW, Zickler T. From Shading to Local Shape. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 67-79. PMID 26353209 DOI: 10.1109/Tpami.2014.2343211  0.372
2015 Simon K, Sheorey S, Jacobs D, Basri R. A Linear Elastic Force Optimization Model for Shape Matching Journal of Mathematical Imaging and Vision. 51: 260-278. DOI: 10.1007/S10851-014-0520-5  0.301
2014 Lipman Y, Yagev S, Poranne R, Jacobs DW, Basri R. Feature matching with bounded distortion Acm Transactions On Graphics. 33. DOI: 10.1145/2602142  0.371
2014 Biswas A, Jacobs D. Active image clustering with pairwise constraints from humans International Journal of Computer Vision. 108: 133-147. DOI: 10.1007/S11263-013-0680-6  0.485
2013 Belhumeur PN, Jacobs DW, Kriegman DJ, Kumar N. Localizing parts of faces using a consensus of exemplars. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 2930-40. PMID 24136431 DOI: 10.1109/Tpami.2013.23  0.413
2012 Sharma A, Haj MA, Choi J, Davis LS, Jacobs DW. Robust pose invariant face recognition using coupled latent space discriminant analysis Computer Vision and Image Understanding. 116: 1095-1110. DOI: 10.1016/J.Cviu.2012.08.001  0.375
2012 Jorstad A, Jacobs D, Trouvé A. A fast illumination and deformation insensitive image comparison algorithm using wavelet-based geodesics Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7575: 71-84. DOI: 10.1007/978-3-642-33765-9_6  0.699
2011 Chen D, Bilgic M, Getoor L, Jacobs D. Dynamic processing allocation in video. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 2174-87. PMID 21422485 DOI: 10.1109/Tpami.2011.55  0.511
2011 Mei X, Ling H, Jacobs DW. Illumination recovery from image with cast shadows via sparse representation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 2366-77. PMID 21342846 DOI: 10.1109/Tip.2011.2118222  0.651
2011 Castillo CD, Jacobs DW. Trainable 3D recognition using stereo matching Proceedings of the Ieee International Conference On Computer Vision. 625-631. DOI: 10.1109/ICCVW.2011.6130301  0.561
2011 Castillo CD, Jacobs DW. Wide-baseline stereo for face recognition with large pose variation Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 537-544. DOI: 10.1109/CVPR.2011.5995559  0.595
2011 Jorstad A, Jacobs D, Trouvé A. A deformation and lighting insensitive metric for face recognition based on dense correspondences Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2353-2360. DOI: 10.1109/CVPR.2011.5995431  0.706
2010 Ling H, Soatto S, Ramanathan N, Jacobs DW. Face verification across age progression using discriminative methods Ieee Transactions On Information Forensics and Security. 5: 82-91. DOI: 10.1109/Tifs.2009.2038751  0.665
2010 Gopalan R, Jacobs D. Comparing and combining lighting insensitive approaches for face recognition Computer Vision and Image Understanding. 114: 135-145. DOI: 10.1016/J.Cviu.2009.07.005  0.416
2009 Castillo CD, Jacobs DW. Using stereo matching with general epipolar geometry for 2D face recognition across pose. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 2298-304. PMID 19834149 DOI: 10.1109/Tpami.2009.123  0.675
2009 Ling H, Jacobs DW. Shape matching for foliage database retrieval Semantic Mining Technologies For Multimedia Databases. 100-129. DOI: 10.4018/978-1-60566-188-9.ch004  0.443
2009 Mei X, Ling H, Jacobs DW. Sparse representation of cast shadows via ℓ1-regularized least squares Proceedings of the Ieee International Conference On Computer Vision. 583-590. DOI: 10.1109/ICCV.2009.5459185  0.568
2008 Osadchy M, Jacobs D, Ramamoorthi R, Tucker D. Using specularities in comparing 3D models and 2D images Computer Vision and Image Understanding. 111: 275-294. DOI: 10.1016/J.Cviu.2007.12.004  0.409
2007 Ling H, Jacobs DW. Shape classification using the inner-distance. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 286-99. PMID 17170481 DOI: 10.1109/Tpami.2007.41  0.538
2007 Zhou SK, Aggarwal G, Chellappa R, Jacobs DW. Appearance characterization of linear Lambertian objects, generalized photometric stereo, and illumination-invariant face recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 230-45. PMID 17170477 DOI: 10.1109/Tpami.2007.25  0.431
2007 Osadchy M, Jacobs DW, Lindenbaum M. Surface dependent representations for illumination insensitive image comparison. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 98-111. PMID 17108386 DOI: 10.1109/TPAMI.2007.19  0.358
2007 Ling H, Soatto S, Ramanathan N, Jacobs DW. A study of face recognition as people age Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4409069  0.608
2007 Castillo CD, Jacobs DW. Using stereo matching for 2-D face recognition across pose Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383111  0.598
2007 Basri R, Jacobs D, Kemelmacher I. Photometric stereo with general, unknown lighting International Journal of Computer Vision. 72: 239-257. DOI: 10.1007/S11263-006-8815-7  0.363
2006 Agarwal G, Belhumeur P, Feiner S, Jacobs D, Kress WJ, Ramamoorthi R, Bourg NA, Dixit N, Ling H, Mahajan D, Russell R, Shirdhonkar S, Sunkavalli K, White S. First steps toward an electronic field guide for plants Taxon. 55: 597-610. DOI: 10.2307/25065637  0.339
2006 Agarwal G, Belhumeur P, Feiner S, Jacobs D, Kress WJ, Ramamoorthi R, Bourg NA, Dixit N, Ling H, Mahajan D, Russell R, Shirdhonkar S, Sunkavalli K, White S. First steps toward an electronic field guide for plants Taxon. 55: 597-610. DOI: 10.2307/25065637  0.543
2005 Ling H, Jacobs DW. Deformation invariant image matching Proceedings of the Ieee International Conference On Computer Vision. 1466-1473. DOI: 10.1109/ICCV.2005.67  0.476
2005 Ling H, Jacobs DW. Using the inner-distance for classification of articulated shapes Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: 719-726. DOI: 10.1109/CVPR.2005.362  0.434
2003 Jacobs DW. What makes viewpoint-invariant properties perceptually salient? Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 20: 1304-20. PMID 12868636 DOI: 10.1364/Josaa.20.001304  0.326
2003 Funkhouser T, Min P, Kazhdan M, Chen J, Halderman A, Dobkin D, Jacobs D. A search engine for 3D models Acm Transactions On Graphics. 22: 83-105. DOI: 10.1145/588272.588279  0.321
2003 Jacobs DW, Lindenbaum M. Guest editors' introduction to the special section on perceptual organization in computer vision Ieee Transactions On Pattern Analysis and Machine Intelligence. 25: 641. DOI: 10.1109/TPAMI.2003.1201816  0.354
2003 Basri R, Jacobs DW. Lambertian reflectance and linear subspaces Ieee Transactions On Pattern Analysis and Machine Intelligence. 25: 218-233. DOI: 10.1109/Tpami.2003.1177153  0.421
2002 Jacobs D, Rokers B, Rudra A, Liu Z. Fragment completion in humans and machines Advances in Neural Information Processing Systems.  0.683
2001 Basri R, Jacobs DW. Projective alignment with regions Ieee Transactions On Pattern Analysis and Machine Intelligence. 23: 519-528. DOI: 10.1109/34.922709  0.315
2001 Jacobs DW. Linear fitting with missing data for structure-from-motion Computer Vision and Image Understanding. 82: 57-81. DOI: 10.1006/cviu.2001.0906  0.311
2000 Jacobs DW, Weinshall D, Gdalyahu Y. Classification with nonmetric distances: Image retrieval and class representation Ieee Transactions On Pattern Analysis and Machine Intelligence. 22: 583-600. DOI: 10.1109/34.862197  0.399
1999 Liu Z, Jacobs DW, Basri R. The role of convexity in perceptual completion: beyond good continuation. Vision Research. 39: 4244-57. PMID 10755161 DOI: 10.1016/S0042-6989(99)00141-8  0.558
1999 Jacobs D, Basri R. 3-D to 2-D pose determination with regions International Journal of Computer Vision. 34: 123-145. DOI: 10.1023/A:1008135819955  0.405
1998 Basri R, Costa L, Geiger D, Jacobs D. Determining the similarity of deformable shapes Vision Research. 38: 2365-2385. PMID 9798005 DOI: 10.1016/S0042-6989(98)00043-1  0.36
1998 Alter TD, Jacobs DW. Uncertainty Propagation in Model-Based Recognition International Journal of Computer Vision. 27: 127-159. DOI: 10.1023/A:1007989016491  0.383
1998 Basri R, Grove AJ, Jacobs DW. Efficient determination of shape from multiple images containing partial information Pattern Recognition. 31: 1691-1703. DOI: 10.1016/S0031-3203(98)00050-8  0.346
1997 Williams LR, Jacobs DW. Stochastic completion fields; a neural model of illusory contour shape and salience. Neural Computation. 9: 837-58. PMID 9161024 DOI: 10.1162/Neco.1997.9.4.837  0.31
1997 Jacobs DW. Matching 3-D Models to 2-D Images International Journal of Computer Vision. 21: 123-153. DOI: 10.1023/A:1007927623619  0.398
1997 Basri R, Jacobs DW. Recognition Using Region Correspondences International Journal of Computer Vision. 25: 145-166. DOI: 10.1023/A:1007919917506  0.375
1996 Jacobs DW. The space requirements of indexing under perspective projections Ieee Transactions On Pattern Analysis and Machine Intelligence. 18: 330-333. DOI: 10.1109/34.485561  0.337
1996 Jacobs DW. Robust and efficient detection of salient convex groups Ieee Transactions On Pattern Analysis and Machine Intelligence. 18: 23-37. DOI: 10.1109/34.476008  0.323
1994 Grimson WEL, Huttenlocher DP, Jacobs DW. A study of affine matching with bounded sensor error International Journal of Computer Vision. 13: 7-32. DOI: 10.1007/Bf01420793  0.311
1991 Clemens DT, Jacobs DW. Space and Time Bounds on Indexing 3-D Models from 2-D Images Ieee Transactions On Pattern Analysis and Machine Intelligence. 13: 1007-1017. DOI: 10.1109/34.99235  0.362
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