Sinisa Todorovic - Publications

Affiliations: 
Oregon State University, Corvallis, OR 
Area:
Computer Science

51 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
2017 Xie D, Shu T, Todorovic S, Zhu SC. Learning and Inferring "Dark Matter" and Predicting Human Intents and Trajectories in Videos. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28727549 DOI: 10.1109/Tpami.2017.2728788  0.357
2017 Kossaifi J, Tzimiropoulos G, Todorovic S, Pantic M. AFEW-VA database for valence and arousal estimation in-the-wild Image and Vision Computing. 65: 23-36. DOI: 10.1016/J.Imavis.2017.02.001  0.339
2017 Mahmoudabadi H, Olsen MJ, Todorovic S. Detecting sudden moving objects in a series of digital images with different exposure times Computer Vision and Image Understanding. 158: 17-30. DOI: 10.1016/J.Cviu.2017.01.004  0.56
2016 Amer MR, Todorovic S. Sum Product Networks for Activity Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 38: 800-13. PMID 26390445 DOI: 10.1109/Tpami.2015.2465955  0.364
2016 Deng Z, Todorovic S, Latecki LJ. Semantic segmentation of RGBD images with mutex constraints Proceedings of the Ieee International Conference On Computer Vision. 11: 1733-1741. DOI: 10.1109/ICCV.2015.202  0.443
2016 Mahmoudabadi H, Olsen MJ, Todorovic S. Efficient terrestrial laser scan segmentation exploiting data structure Isprs Journal of Photogrammetry and Remote Sensing. 119: 135-150. DOI: 10.1016/J.Isprsjprs.2016.05.015  0.434
2016 Deng Z, Todorovic S, Jan Latecki L. Unsupervised object region proposals for RGB-D indoor scenes Computer Vision and Image Understanding. DOI: 10.1016/J.Cviu.2016.07.005  0.508
2015 Kaltwang S, Todorovic S, Pantic M. Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26595911 DOI: 10.1109/Tpami.2015.2501824  0.326
2015 Amer MR, Yousefi S, Raich R, Todorovic S. Monocular Extraction of 2.1D Sketch Using Constrained Convex Optimization International Journal of Computer Vision. 112: 23-42. DOI: 10.1007/S11263-014-0752-2  0.486
2014 Lingutla NT, Preece J, Todorovic S, Cooper L, Moore L, Jaiswal P. AISO: Annotation of Image Segments with Ontologies. Journal of Biomedical Semantics. 5: 50. PMID 25584184 DOI: 10.1186/2041-1480-5-50  0.431
2014 Roy A, Todorovic S. Scene labeling using beam search under mutex constraints Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1178-1185. DOI: 10.1109/CVPR.2014.154  0.369
2014 Chen S, Fern A, Todorovic S. Multi-object tracking via constrained sequential labeling Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1130-1137. DOI: 10.1109/CVPR.2014.148  0.365
2013 Payet N, Todorovic S. Hough forest random field for object recognition and segmentation. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 1066-79. PMID 23520252 DOI: 10.1109/Tpami.2012.194  0.741
2013 Xie D, Todorovic S, Zhu SC. Inferring 'dark matter' and 'dark energy' from videos Proceedings of the Ieee International Conference On Computer Vision. 2224-2231. DOI: 10.1109/ICCV.2013.277  0.317
2013 Yao Q, Liu Q, Dietterich TG, Todorovic S, Lin J, Diao G, Yang B, Tang J. Segmentation of touching insects based on optical flow and NCuts Biosystems Engineering. 114: 67-77. DOI: 10.1016/J.Biosystemseng.2012.11.008  0.362
2013 Payet N, Todorovic S. SLEDGE: Sequential labeling of image edges for boundary detection International Journal of Computer Vision. 104: 15-37. DOI: 10.1007/S11263-013-0612-5  0.715
2012 Curran W, Moore T, Kulesza T, Wong WK, Todorovic S, Stumpf S, White R, Burnett M. Towards recognizing "cool": Can end users help computer vision recognize subjective attributes of objects in images? International Conference On Intelligent User Interfaces, Proceedings Iui. 285-288. DOI: 10.1145/2166966.2167019  0.313
2011 Kagaya M, Brendel W, Deng Q, Kesterson T, Todorovic S, Neill PJ, Zhang E. Video painting with space-time-varying style parameters. Ieee Transactions On Visualization and Computer Graphics. 17: 74-87. PMID 21071788 DOI: 10.1109/Tvcg.2010.25  0.469
2011 Payet N, Todorovic S. From contours to 3D object detection and pose estimation Proceedings of the Ieee International Conference On Computer Vision. 983-990. DOI: 10.1109/ICCV.2011.6126342  0.748
2011 Brendel W, Amer M, Todorovic S. Multiobject tracking as maximum weight independent set Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1273-1280. DOI: 10.1109/CVPR.2011.5995395  0.366
2011 Payet N, Todorovic S. Scene shape from texture of objects Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2017-2024. DOI: 10.1109/CVPR.2011.5995326  0.735
2010 Sun Y, Todorovic S, Goodison S. Local-learning-based feature selection for high-dimensional data analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 1610-26. PMID 20634556 DOI: 10.1109/Tpami.2009.190  0.35
2010 Lytle DA, Martínez-Muñoz G, Zhang W, Larios N, Shapiro L, Paasch R, Moldenke A, Mortensen EN, Todorovic S, Dietterich TG. Automated processing and identification of benthic invertebrate samples Journal of the North American Benthological Society. 29: 867-874. DOI: 10.1899/09-080.1  0.434
2010 Payet N, Todorovic S. From a set of shapes to object discovery Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6315: 57-70. DOI: 10.1007/978-3-642-15555-0_5  0.748
2010 Ahuja N, Todorovic S. From region based image representation to object discovery and recognition Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6218: 1-19. DOI: 10.1007/978-3-642-14980-1_1  0.483
2010 Payet N, Todorovic S. (RF) 2 -random forest random field Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010 0.701
2009 Todorovic S, Ahuja N. Texel-based texture segmentation Proceedings of the Ieee International Conference On Computer Vision. 841-848. DOI: 10.1109/ICCV.2009.5459308  0.353
2009 Brendel W, Todorovic S. Video object segmentation by tracking regions Proceedings of the Ieee International Conference On Computer Vision. 833-840. DOI: 10.1109/ICCV.2009.5459242  0.334
2009 Martínez-Muñoz G, Zhang W, Payet N, Todorovic S, Larios N, Yamamuro A, Lytle D, Moldenke A, Mortensen E, Paasch R, Shapiro L, Dietterich TG. Dictionary-free categorization of very similar objects via stacked evidence trees 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 549-556. DOI: 10.1109/CVPRW.2009.5206574  0.692
2009 Payet N, Todorovic S. Matching hierarchies of deformable shapes Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5534: 1-10. DOI: 10.1007/978-3-642-02124-4_1  0.682
2008 Todorovic S, Ahuja N. Unsupervised category modeling, recognition, and segmentation in images. Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 2158-74. PMID 18988949 DOI: 10.1109/Tpami.2008.24  0.538
2008 Ahuja N, Todorovic S. Connected segmentation tree - A joint representation of region layout and hierarchy 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587626  0.467
2008 Todorovic S, Ahuja N. Learning subcategory relevances for category recognition 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587366  0.45
2008 Todorovic S, Ahuja N. Region-based hierarchical image matching International Journal of Computer Vision. 78: 47-66. DOI: 10.1007/S11263-007-0077-5  0.499
2008 Todorovic S, Ahuja N. Scale-invariant region-based hierarchical image matching Proceedings - International Conference On Pattern Recognition 0.374
2007 Sun Y, Liu Z, Todorovic S, Li JN. Adaptive boosting for SAR automatic target recognition Ieee Transactions On Aerospace and Electronic Systems. 43: 112-125. DOI: 10.1109/Taes.2007.357120  0.398
2007 Ahuja N, Todorovic S. Learning the taxonomy and models of categories present in arbitrary images Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4409039  0.343
2007 Ahuja N, Todorovic S. Extracting texels in 2.1D natural textures Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4408926  0.438
2007 Sun Y, Todorovic S, Li J. Unifying multi-class AdaBoost algorithms with binary base learners under the margin framework Pattern Recognition Letters. 28: 631-643. DOI: 10.1016/J.Patrec.2006.11.001  0.338
2007 Todorovic S, Nechyba MC. Interpretation of complex scenes using dynamic tree-structure Bayesian networks Computer Vision and Image Understanding. 106: 71-84. DOI: 10.1016/J.Cviu.2005.09.005  0.549
2006 Sun Y, Todorovic S, Li J. Reducing the overfitting of adaboost by controlling its data distribution skewness International Journal of Pattern Recognition and Artificial Intelligence. 20: 1093-1116. DOI: 10.1142/S0218001406005137  0.352
2006 Todorovic S, Ahuja N. 3D texture classification using the belief net of a segmentation tree Proceedings - International Conference On Pattern Recognition. 4: 33-36. DOI: 10.1109/ICPR.2006.34  0.447
2006 Todorovic S, Ahuja N. Extracting subimages of an unknown category from a set of images Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1: 927-934. DOI: 10.1109/CVPR.2006.116  0.499
2005 Todorovic S, Nechyba MC. Dynamic Trees for unsupervised segmentation and matching of image regions. Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 1762-77. PMID 16285375 DOI: 10.1109/Tpami.2005.219  0.495
2004 Todorovic S, Nechyba MC. A vision system for intelligent mission profiles of micro air vehicles Ieee Transactions On Vehicular Technology. 53: 1713-1725. DOI: 10.1109/Tvt.2004.834880  0.463
2004 Todorovic S, Nechyba MC. Detection of artificial structures in natural-scene images using dynamic trees Proceedings - International Conference On Pattern Recognition. 1: 35-39. DOI: 10.1109/ICPR.2004.1333999  0.413
2004 Todorovic S, Nechyba MC. Interpretation of complex scenes using generative dynamic-structure models Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 2004. DOI: 10.1109/CVPR.2004.372  0.405
2004 Todorovic S, Nechyba MC. Intelligent missions for MAVs: Visual contexts for control, tracking and recognition Proceedings - Ieee International Conference On Robotics and Automation. 2004: 1640-1645.  0.468
2004 Todorovic S, Nechyba MC. Towards intelligent mission profiles of micro air vehicles: Multiscale viterbi classification Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3022: 178-189.  0.462
2003 Todorovic S, Nechyba MC, Ifju PG. Sky/ground modeling for autonomous MAV flight Proceedings - Ieee International Conference On Robotics and Automation. 1: 1422-1427.  0.362
2003 Todorovic S, Nechyba MC. Multiresolution linear discriminant analysis: Efficient extraction of geometrical structures in images Ieee International Conference On Image Processing. 1: 1029-1032.  0.365
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