Perona, Pietro
Sun, Jennifer J. and Kennedy, Ann, et el. (2021) Task Programming: Learning Data Efficient Behavior Representations ; ISBN 978-1-6654-4509-2; 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR); 2875-2884; 10.1109/CVPR46437.2021.00290
Cole, Elijah and Aodha, Oisin Mac, et el. (2021) Multi-Label Learning from Single Positive Labels ; ISBN 978-1-6654-4509-2; 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR); 933-942; 10.1109/cvpr46437.2021.00099
Aberdam, Aviad and Litman, Ron, et el. (2021) Sequence-to-Sequence Contrastive Learning for Text Recognition ; ISBN 978-1-6654-4509-2; 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR); 15297-15307; 10.1109/CVPR46437.2021.01505
Beery, Sara and Liu, Yang, et el. (2020) Synthetic Examples Improve Generalization for Rare Classes ; ISBN 978-1-7281-6553-0; 2020 IEEE Winter Conference on Applications of Computer Vision (WACV); 852-862; 10.1109/WACV45572.2020.9093570
Hunziker, Anette and Chen, Yuxin, et el. (2019) Teaching Multiple Concepts to Forgetful Learners ; 10.48550/arXiv.1805.08322
Mac Aodha, Oisin and Cole, Elijah, et el. (2019) Presence-Only Geographical Priors for Fine-Grained Image Classification ; ISBN 9781728148038; 2019 IEEE/CVF International Conference on Computer Vision (ICCV); 9595-9605; 10.1109/iccv.2019.00969
Achille, Alessandro and Lam, Michael, et el. (2019) Task2Vec: Task Embedding for Meta-Learning ; ISBN 9781728148038; 2019 IEEE/CVF International Conference on Computer Vision (ICCV); 6429-6438; 10.1109/iccv.2019.00653
Okamoto, Masaki and Perona, Pietro, et el. (2018) DDT: Deep Driving Tree for Proactive Planning in Interactive Scenarios ; ISBN 978-1-7281-0321-1; 2018 21st International Conference on Intelligent Transportation Systems (ITSC); 656-661; 10.1109/ITSC.2018.8569696
Beery, Sara and Van Horn, Grant, et el. (2018) Recognition in Terra Incognita ; ISBN 978-3-030-01269-4; Computer Vision – ECCV 2018; 472-489; 10.1007/978-3-030-01270-0_28
Van Horn, Grant and Mac Aodha, Oisin, et el. (2018) The iNaturalist Species Classification and Detection Dataset ; ISBN 978-1-5386-6420-9; 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition; 8769-8778; 10.1109/CVPR.2018.00914
Mac Aodha, Oisin and Su, Shihan, et el. (2018) Teaching categories to human learners with visual explanations ; ISBN 978-1-5386-6420-9; 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition; 3820-3828; 10.1109/CVPR.2018.00402
Kim, Kun Ho and Mac Aodha, Oisin, et el. (2018) Context Embedding Networks ; ISBN 978-1-5386-6420-9; 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition; 8679-8687; 10.1109/CVPR.2018.00905
Van Horn, Grant and Branson, Steve, et el. (2018) Lean Multiclass Crowdsourcing ; ISBN 978-1-5386-6420-9; 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition; 2714-2723; 10.1109/CVPR.2018.00287
Chen, Yuxin and Singla, Adish, et el. (2018) Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners ; 10.48550/arXiv.1802.05190
Ronchi, Matteo Ruggero and Perona, Pietro (2017) Benchmarking and Error Diagnosis in Multi-instance Pose Estimation ; ISBN 978-1-5386-1032-9; 2017 IEEE International Conference on Computer Vision (ICCV); 369-378; 10.1109/ICCV.2017.48
Chen, Bo and Perona, Pietro (2017) Seeing into Darkness: Scotopic Visual Recognition ; ISBN 978-1-5386-0457-1; 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR); 7292-7301; 10.1109/CVPR.2017.771
Branson, Steve and Van Horn, Grant, et el. (2017) Lean Crowdsourcing: Combining Humans and Machines in an Online System ; ISBN 978-1-5386-0457-1; 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR); 6109-6118; 10.1109/CVPR.2017.647
Chen, Bo and Perona, Pietro (2016) Speed Versus Accuracy in Visual Search: Optimal Performance and Neural Implementations ; ISBN 978-981-10-0211-3; Computational and Cognitive Neuroscience of Vision; 105-140; 10.1007/978-981-10-0213-7_6
Chalupka, Krzysztof and Bischoff, Tobias, et el. (2016) Unsupervised Discovery of El Niño Using Causal Feature Learning on Microlevel Climate Data ; ISBN 978-0-9966431-1-5; Uncertainty in Artificial Intelligence. Proceedings of the Thirty-Second Conference (2016); 72-81; 10.48550/arXiv.1605.09370
Wegner, Jan D. and Branson, Steve, et el. (2016) Cataloging Public Objects Using Aerial and Street-Level Images – Urban Trees ; ISBN 9781467388511; 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR); 6014-6023; 10.1109/CVPR.2016.647
Chalupka, Krzysztof and Perona, Pietro, et el. (2015) Visual Causal Feature Learning ; ISBN 978-0-9966431-0-8; UAI'15 Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence; 181-190; 10.48550/arXiv.1412.2309
Chen, Bo and Perona, Pietro (2015) Scotopic Visual Recognition ; ISBN 978-1-4673-9710-0; 2015 IEEE International Conference on Computer Vision Workshop (ICCVW); 659-662; 10.1109/ICCVW.2015.88
Ronchi, Matteo Ruggero and Perona, Pietro (2015) Describing Common Human Visual Actions in Images ; ISBN 1901725537; British Machine Vision Conference 2015; 52.1-52.12; 10.5244/C.29.52
Hall, David C. and Perona, Pietro (2015) Fine-Grained Classification of Pedestrians in Video: Benchmark and State of the Art ; ISBN 978-1-4673-6964-0; 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR); 5482-5491; 10.1109/CVPR.2015.7299187
Van Horn, Grant and Branson, Steve, et el. (2015) Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection ; ISBN 978-1-4673-6964-0; 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR); 595-604; 10.1109/CVPR.2015.7298658
Maire, Michael and Yu, Stella X., et el. (2015) Reconstructive Sparse Code Transfer for Contour Detection and Semantic Labeling ; ISBN 978-3-319-16816-6; Computer Vision -- ACCV 2014; 273-287; 10.1007/978-3-319-16817-3_18
Chen, Bo and Perona, Pietro, et el. (2014) Hierarchical Cascade of Classifiers for Efficient Poselet Evaluation ; ISBN 1901725529; Proceedings of the British Machine Vision Conference 2014; Art. No. 96; 10.5244/c.28.31
Burgos-Artizzu, Xavier P. and Ronchi, Matteo Ruggero, et el. (2014) Distance Estimation of an Unknown Person from a Portrait ; ISBN 978-3-319-10589-5; Computer Vision – ECCV 2014; 313-327; 10.1007/978-3-319-10590-1_21
Branson, Steve and Van Horn, Grant, et el. (2014) Bird Species Categorization Using Pose Normalized Deep Convolutional Nets ; ISBN 1-901725-52-9; Proceedings of the British Machine Vision Conference 2014; Art. No. 71; 10.5244/C.28.87
Hall, David and Perona, Pietro (2014) Online, Real-Time Tracking Using a Category-to-Individual Detector ; ISBN 978-3-319-10589-5; Computer Vision (ECCV) 2014; 361-376; 10.1007/978-3-319-10590-1_24
Lin, Tsung-Yi and Maire, Michael, et el. (2014) Microsoft COCO: Common Objects in Context ; ISBN 9783319106014; Computer Vision – ECCV 2014; 740-755; 10.1007/978-3-319-10602-1_48
Casadei, Stefano and Mitter, Sanjoy, et el. (2014) Boundary detection in piecewise homogeneous textured images ; ISBN 978-3-540-55426-4; Second European Conference on Computer Vision — ECCV'92; 174-183; 10.1007/3-540-55426-2_20
Wah, Catherine and Van Horn, Grant, et el. (2014) Similarity Comparisons for Interactive Fine-Grained Categorization ; ISBN 978-1-4799-5117-8; 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR); 859-866; 10.1109/CVPR.2014.115
Branson, Steve and Hjörleifsson, Kristján Eldjárn, et el. (2014) Active Annotation Translation ; ISBN 978-1-4799-5117-8; 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR); 3702-3709; 10.1109/CVPR.2014.473
Hall, David and Perona, Pietro (2014) From Categories to Individuals in Real Time -- A Unified Boosting Approach ; ISBN 978-1-4799-5117-8; 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR); 176-183; 10.1109/CVPR.2014.30
Burgos-Artizzu, Xavier P. and Perona, Pietro, et el. (2014) Robust face landmark estimation under occlusion ; ISBN 978-1-4799-2840-8; Proceedings of the 2013 IEEE International Conference on Computer Vision (ICCV 2013); 1513-1520; 10.1109/ICCV.2013.191
Eyjolfsdottir, Eyrun and Branson, Steve, et el. (2014) Detecting Social Actions of Fruit Flies ; ISBN 978-3-319-10604-5; Computer Vision – ECCV 2014; 772-787; 10.1007/978-3-319-10605-2_50
Burgos-Artizzu, Xavier P. and Hall, David C., et el. (2013) Merging pose estimates across space and time ; ISBN 1-901725-49-9; Proceedings British Machine Vision Conference 2013; Art. No. 58; 10.5244/C.27.58
Maire, Michael and Yu, Stella X., et el. (2013) Hierarchical Scene Annotation ; ISBN 1901725499; Proceedings of the British Machine Vision Conference 2013; Art. No. 84; 10.5244/c.27.84
Welinder, Peter and Welling, Max, et el. (2013) A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration ; 10.1109/CVPR.2013.419
Burgos-Artizzu, Xavier P. and Dollár, Piotr, et el. (2012) Social behavior recognition in continuous video ; ISBN 978-1-4673-1226-4; 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR); 1322-1329; 10.1109/CVPR.2012.6247817
Aly, Mohamed and Munich, Mario, et el. (2012) CompactKdt: Compact Signatures for Accurate Large Scale Object Recognition ; ISBN 978-1-4673-0232-6; IEEE Workshop on Applications of Computer Vision 2012; 505-512; 10.1109/WACV.2012.6162995
Gomes, Ryan and Welinder, Peter, et el. (2012) Crowdclustering ; ISBN 9781618395993; Advances in Neural Information Processing Systems 24 (NIPS 2011); 558-566
Chen, Bo and Navalpakkam, Vidhya, et el. (2012) Predicting response time and error rates in visual search ; ISBN 9781618395993; Advances in Neural Information Processing Systems 24 (NIPS 2011)
Wah, Catherine and Branson, Steve, et el. (2011) Multiclass Recognition and Part Localization with Humans in the Loop ; ISBN 978-1-4577-1102-2; 2011 International Conference on Computer Vision; 2524-2531; 10.1109/ICCV.2011.6126539
Maire, Michael and Yu, Stella X., et el. (2011) Object Detection and Segmentation from Joint Embedding of Parts and Pixels ; ISBN 978-1-4577-1102-2; 2011 International Conference on Computer Vision; 2142-2149; 10.1109/ICCV.2011.6126490
Branson, Steve and Perona, Pietro, et el. (2011) Strong supervision from weak annotation: Interactive training of deformable part models ; ISBN 978-1-4577-1102-2; 2011 International Conference on Computer Vision; 1832-1839; 10.1109/ICCV.2011.6126450
Aly, Mohamed and Munich, Mario, et el. (2011) Distributed Kd-Trees for Ultra Large Scale Object Recognition ; ISBN 190172543X; Proceedings of the British Machine Vision Conference 2011; Art. No. 40; 10.5244/c.25.40
Aly, Mohamed and Munich, Mario, et el. (2011) Indexing in large scale image collections: Scaling properties and benchmark ; ISBN 978-1-4244-9497-2; 2011 IEEE Workshop on Applications of Computer Vision (WACV); 418-425; 10.1109/WACV.2011.5711534
Welinder, Peter and Branson, Steve, et el. (2011) The multidimensional wisdom of crowds ; ISBN 1617823805; Advances in Neural Information Processing Systems 23 (NIPS 2010); 2424-2432
Branson, Steve and Wah, Catherine, et el. (2010) Visual Recognition with Humans in the Loop ; ISBN 9783642155604; Computer Vision – ECCV 2010; 438-451; 10.1007/978-3-642-15561-1_32
Dollár, Piotr and Belongie, Serge, et el. (2010) The Fastest Pedestrian Detector in the West ; ISBN 1901725405; Electronic Proceedings of the British Machine Vision Conference BMVC 2010 ; Aberystwyth, 31st August - 3rd September 2010; Art. No. 68; 10.5244/c.24.68
Welinder, Peter and Perona, Pietro (2010) Online crowdsourcing: rating annotators and obtaining cost-effective labels ; ISBN 978-1-4244-7029-7; 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Advancing Computer Vision with Humans in the Loop (ACVHL); 25-32; 10.1109/CVPRW.2010.5543189
Gomes, Ryan and Krause, Andreas, et el. (2010) Discriminative Clustering by Regularized Information Maximization ; ISBN 9781617823800; Advances in Neural Information Processing Systems 23
Dollár, Piotr and Welinder, Peter, et el. (2010) Cascaded Pose Regression ; ISBN 978-1-4244-6984-0; 2010 IEEE Conference on Computer Vision and Pattern Recognition; 1078-1085; 10.1109/CVPR.2010.5540094
Aly, Mohamed and Welinder, Peter, et el. (2009) Automatic discovery of image families: Global vs. local features ; ISBN 978-1-4244-5653-6; ICIP 2009 : 2009 IEEE International Conference on Image Processing; 777-780; 10.1109/ICIP.2009.5414235
Aly, Mohamed and Welinder, Peter, et el. (2009) Scaling object recognition: Benchmark of current state of the art techniques ; ISBN 978-1-4244-4442-7; IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops; 2117-2124; 10.1109/ICCVW.2009.5457542
Aly, Mohamed and Welinder, Peter, et el. (2009) Towards automated large scale discovery of image families ; ISBN 9781424439942; IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 9-16; 10.1109/CVPR.2009.5204177
Dollár, Piotr and Wojek, Christian, et el. (2009) Pedestrian Detection: A Benchmark ; ISBN 978-1-4244-3991-1; 2009 IEEE Conference on Computer Vision and Pattern Recognition; 304-311; 10.1109/CVPR.2009.5206631
Dollár, Piotr and Tu, Zhuowen, et el. (2009) Integral Channel Features ; ISBN 1-901725-39-1; Proceedings of the British Machine Vision Conference; 91.1-91.11; 10.5244/C.23.91
Spain, Merrielle and Perona, Pietro (2008) Some Objects Are More Equal Than Others: Measuring and Predicting Importance ; ISBN 978-3-540-88681-5; Computer Vision – ECCV 2008; 523-536; 10.1007/978-3-540-88682-2_40
Moreels, Pierre and Perona, Pietro (2008) A Probabilistic Cascade of Detectors for Individual Object Recognition ; ISBN 978-3-540-88689-1; Computer Vision – ECCV 2008; 426-439; 10.1007/978-3-540-88690-7_32
Dollár, Piotr and Babenko, Boris, et el. (2008) Multiple Component Learning for Object Detection ; 10.1007/978-3-540-88688-4_16
Gomes, Ryan and Welling, Max, et el. (2008) Incremental Learning of Nonparametric Bayesian Mixture Models ; ISBN 978-1-4244-2242-5; IEEE conference on computer vision and pattern recognition; 227-234; 10.1109/CVPR.2008.4587370
Bart, Evgeniy and Porteous, Ian, et el. (2008) Unsupervised learning of visual taxonomies ; ISBN 978-1-4244-2242-5; Computer Vision and Pattern Recognition, 2008, CVPR 2008, IEEE Conference on : 23-28 June 2008; 2166-2173; 10.1109/CVPR.2008.4587620
Griffin, Gregory and Perona, Pietro (2008) Learning and Using Taxonomies For Fast Visual Categorization ; ISBN 978-1-4244-2242-5; IEEE Conference on Computer Vision and Pattern Recognition, 2008; 1-8; 10.1109/CVPR.2008.4587410
Andreetto, Marco and Zelnik-Manor, Lihi, et el. (2008) Unsupervised learning of categorical segments in image collections ; ISBN 978-1-4244-2339-2; Computer Vision and Pattern Recognition Workshops, 2008; 158-165; 10.1109/CVPRW.2008.4562972
Gomes, Ryan and Welling, Max, et el. (2008) Memory bounded inference in topic models ; ISBN 978-1-60558-205-4; ICML '08 Proceedings of the 25th international conference on Machine learning; 344-351; 10.1145/1390156.1390200
Zanetti, Sara and Zelnik-Manor, Lihi, et el. (2008) A walk through the web's video clips ; ISBN 9781424423392; IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2008. CVPRW '08; 1-8; 10.1109/CVPRW.2008.4562955
Holub, Alex and Perona, Pietro, et el. (2008) Entropy-based active learning for object recognition ; ISBN 978-1-4244-2339-2; Computer Vision and Pattern Recognition Workshops, 2008. CVPRW '08. IEEE Computer Society Conference on : 23-28 June 2008; 885-892; 10.1109/CVPRW.2008.4563068
Angelova, Anelia and Matthies, Larry, et el. (2008) Dimensionality Reduction Using Automatic Supervision for Vision-Based Terrain Learning ; ISBN 9780262255868; Robotics: Science and Systems III; 225-232
Holub, Alex and Moreels, Pierre, et el. (2008) Unsupervised Clustering for Google Searches of Celebrity Images ; ISBN 978-1-4244-2153-4; 8th IEEE International Conference on Automatic Face & Gesture Recognition, 2008. FG '08; 10.1109/AFGR.2008.4813463
Andreetto, Marco and Zelnik-Manor, Lihi, et el. (2007) Non-Parametric Probabilistic Image Segmentation ; ISBN 978-1-4244-1630-1; IEEE 11th International Conference on Computer Vision; 1104-1111; 10.1109/ICCV.2007.4408968
Andreetto, M. and Savarese, S., et el. (2007) Carving from Ray-Tracing Constraints: IRT-Carving ; ISBN 978-0-7695-2825-0; Proceedings, 3rd International Symposium on 3D Data Processing, Visualization, and Transmission; 49-56; 10.1109/3DPVT.2006.39
Harel, Jonathan and Koch, Christof, et el. (2007) Graph-Based Visual Saliency ; ISBN 0-262-19568-2; Advances in Neural Information Processing Systems 19 (NIPS 2006); 545-552
Zelnik-Manor, Lihi and Perona, Pietro (2007) Automating joiners ; ISBN 978-1-59593-624-0; NPAR '07 Proceedings of the 5th international symposium on Non-photorealistic animation and rendering; 121-131; 10.1145/1274871.1274890
Angelova, Anelia and Matthies, Larry, et el. (2007) Learning slip behavior using automatic mechanical supervision ; ISBN 1-4244-0601-3; 2007 IEEE International Conference on Robotics and Automation; 1741-1748; 10.1109/ROBOT.2007.363574
Angelova, Anelia and Matthies, Larry, et el. (2007) Fast Terrain Classification Using Variable-Length Representation for Autonomous Navigation ; ISBN 1-4244-1179-3; IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR '07; 10.1109/CVPR.2007.383024
Holub, Alex and Liu, Yun-hsueh, et el. (2007) On Constructing Facial Similarity Maps ; ISBN 1-4244-1179-3; IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR '07; 10.1109/CVPR.2007.383281
Angelova, Anelia and Matthies, Larry, et el. (2007) Slip prediction using visual information ; ISBN 9780262693486; Robotics : Science and Systems II
Angelova, Anelia and Matthies, Larry, et el. (2006) Learning to Predict Slip for Ground Robots ; ISBN 0-7803-9505-0; Proceedings of the 2006 IEEE International Conference on Robotics and Automation; 3324-3331; 10.1109/ROBOT.2006.1642209
Fergus, Rob and Perona, Pietro, et el. (2006) A Sparse Object Category Model for Efficient Learning and Complete Recognition ; ISBN 9783540687948; Toward Category-Level Object Recognition; 443-461; 10.1007/11957959_23
Moreels, Pierre and Perona, Pietro (2005) Evaluation of Features Detectors and Descriptors based on 3D objects ; ISBN 0-7695-2334-X; Tenth IEEE International Conference on Computer Vision (ICCV'05); 800-807; 10.1109/ICCV.2005.89
Holub, Alex D. and Welling, Max, et el. (2005) Combining Generative Models and Fisher Kernels for Object Recognition ; ISBN 0-7695-2334-X; Proceedings of the Tenth IEEE International Conference on Computer Vision, 2005. ICCV 2005; 136-143; 10.1109/ICCV.2005.56
Zelnik-Manor, Lihi and Peters, Gabrielle, et el. (2005) Squaring the Circle in Panoramas ; ISBN 0-7695-2334-X; Tenth IEEE International Conference on Computer Vision (ICCV'05); 1292-1299; 10.1109/ICCV.2005.231
Fanti, Claudio and Zelnik-Manor, Lihi, et el. (2005) Hybrid Models for Human Motion Recognition ; ISBN 0-7695-2372-2; 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 1166-1173; 10.1109/CVPR.2005.179
Agarwal, Sameer and Lim, Jongwoo, et el. (2005) Beyond pairwise clustering ; ISBN 0769523722; IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005); 838-845; 10.1109/CVPR.2005.89
Fergus, R. and Perona, P., et el. (2005) A Sparse Object Category Model for Efficient Learning
and Exhaustive Recognition ; ISBN 0-7695-2372-2; 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 380-387; 10.1109/CVPR.2005.47
Angelova, Anelia and Abu-Mostafa, Yaser S., et el. (2005) Pruning training sets for learning of object categories ; ISBN 0-7695-2372-2; Conference on Computer Vision and Pattern Recognition (CVPR '05),San Diego, CA, 20-25 June 2005; 494-501; 10.1109/CVPR.2005.283
Li, Fei-Fei and Perona, Pietro (2005) A Bayesian Hierarchical Model for Learning Natural Scene Categories ; ISBN 0-7695-2372-2; 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 524-531; 10.1109/CVPR.2005.16
Fergus, R. and Fei-Fei, L, et el. (2005) Learning object categories from Google's image search ; ISBN 0-7695-2334-X; Tenth IEEE International Conference on Computer Vision, 2005. ICCV 2005.; 1816-1823; 10.1109/ICCV.2005.142
Holub, Alex and Perona, Pietro (2005) A Discriminative Framework for Modelling Object Classes ; ISBN 0-7695-2372-2; 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 664-671; 10.1109/CVPR.2005.25
Fergus, Rob and Zisserman, Andrew, et el. (2005) Sampling Methods for Unsupervised Learning ; ISBN 0-262-19534-8; Advances in Neural Information Processing Systems 17 (NIPS 2004); 433-440
Zelnik-Manor, Lihi and Perona, Pietro (2005) Self-Tuning Spectral Clustering ; ISBN 0-262-19534-8; Advances in Neural Information Processing Systems 17 (NIPS 2004); 1601-1608
Li, Fei-Fei and Fergus, Rob, et el. (2005) Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories ; ISBN 0769521584; CVPR 2004: Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 178-186
Moreels, Pierre and Perona, Pietro (2004) Common-Frame Model for Object Recognition ; ISBN 0-262-19534-8; Advances in Neural Information Processing Systems 17 (NIPS 2004); 953-960
Savarese, Silvio and Fei-Fei, L., et el. (2004) What do reflections tell us about the shape of a mirror? ; ISBN 1-58113-914-4; APGV '04 Proceedings of the 1st Symposium on Applied perception in graphics and visualization; 115-118; 10.1145/1012551.1012571
Rutishauser, Ueli and Walther, Dirk B., et el. (2004) Is bottom-up attention useful for object recognition? ; ISBN 0-7695-2158-4; CVPR 2004. Proceedings of the 2004 IEEE Computer Society on Computer Vision and Pattern Recognition; 37-44; 10.1109/CVPR.2004.1315142
Fergus, Robert and Perona, Pietro, et el. (2004) A visual category filter for Google images ; ISBN 978-3-540-21984-2; Computer Vision - ECCV 2004; 242-256; 10.1007/978-3-540-24670-1_19
Moreels, Pierre and Maire, Michael, et el. (2004) Recognition by probabilistic hypothesis construction ; ISBN 978-3-540-21984-2; Computer Vision – ECCV 2004; 55-68; 10.1007/978-3-540-24670-1_5
Savarese, Silvio and Chen, Min, et el. (2004) Recovering local shape of a mirror surface from reflection of a regular grid ; ISBN 978-3-540-21982-8; Computer Vision - ECCV 2004; 468-481; 10.1007/978-3-540-24672-5_37
Fanti, Claudio and Polito, Marzia, et el. (2004) An improved scheme for detection and labelling in Johansson displays
Goncalves, Luis and Di Bernardo, Enrico, et el. (2004) Movemes for Modeling Biological Motion Perception ; ISBN 978-1-4020-2080-3; Seeing, Thinking and Knowing; 143-170; 10.1007/1-4020-2081-3_7
Fink, Michael and Perona, Pietro (2004) Mutual Boosting for Contextual Inference ; ISBN 0-262-20152-6; Advances in Neural Information Processing Systems 16 (NIPS 2003); 1515-1522
Li, Fei-Fei and Fergus, Rob, et el. (2003) A Bayesian approach to unsupervised one-shot learning of object categories ; ISBN 0-7695-1950-4; Ninth IEEE International Conference on Computer Vision; 1134-1141; 10.1109/ICCV.2003.1238476
Del Vecchio, D. and Murray, R. M., et el. (2003) Classification of human actions into dynamics based primitives with application to drawing tasks ; ISBN 978-3-9524173-7-9; European Control Conference (ECC 2003); 445-450
Perona, Pietro (2003) The emergence of visual categories - A computational perspective ; ISBN 978-3-540-40601-3; Image Analysis; 1-3; 10.1007/3-540-45103-X_1
Del Vecchio, D. and Murray, R. M., et el. (2003) Segmentation of human motion into dynamics based primitives with application to drawing tasks ; ISBN 0780378962; Proceedings of the 2003 American Control Conference; 1816-1823; 10.1109/ACC.2003.1239860
Fergus, R. and Perona, P., et el. (2003) Object class recognition by unsupervised scale-invariant learning ; ISBN 0769519008; 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 264-271; 10.1109/CVPR.2003.1211479
Holub, Alex and Laurent, Gilles, et el. (2003) A Digital Antennal Lobe for Pattern Equalization: Analysis and Design ; ISBN 0-262-02550-7; Advances in Neural Information Processing Systems 15 (NIPS 2002); 245-252
Del Vecchio, Domitilla and Murray, Richard M., et el. (2002) Primitives for Human Motion: A Dynamical Approach ; 10.3182/20020721-6-ES-1901.01313
Feng, Xiaolin and Perona, Pietro (2002) Human Action Recognition By Sequence of Movelet Codewords ; ISBN 0-7695-1522-3; First International Symposium on 3D Data Processing, Visualization and Transmission; 717-721; 10.1109/TDPVT.2002.1024148
Savarese, Silvio and Chen, Min, et el. (2002) Second Order Local Analysis for 3D Reconstruction of Specular
Surfaces ; ISBN 9780769515212; First international symposium on 3D data processing, visualization, and transmission : Padova, Italy, June 19-21, 2002 : proceedings; 356-361; 10.1109/TDPVT.2002.1024083
Savarese, Silvio and Rushmeier, Holly, et el. (2002) Implementation of a Shadow Carving System for Shape Capture ; ISBN 9780769515212; First international symposium on 3D data processing, visualization, and transmission : Padova, Italy, June 19-21, 2002 : proceedings; 12-23; 10.1109/TDPVT.2002.1024034
Savarese, Silvio and Perona, Pietro (2002) Local Analysis for 3D Reconstruction of Specular Surfaces - Part II ; ISBN 978-3-540-43744-4; Computer Vision - ECCV 2002; 759-774; 10.1007/3-540-47967-8_51
Song, Yang and Goncalves, Luis, et el. (2002) Unsupervised learning of human motion models ; ISBN 0-262-04208-8; Advances in Neural Information Processing Systems; 1287-1294
Polito, Marzia and Perona, Pietro (2002) Grouping and dimensionality reduction by locally linear embedding ; ISBN 0-262-04208-8; Advances in Neural Information Processing Systems; 1255-1262
Savarese, Silvio and Perona, Pietro (2001) Local Analysis for 3D Reconstruction of Specular Surfaces ; ISBN 0-7695-1272-0; Computer Vision and Pattern Recognition, 2001; 738-745; 10.1109/CVPR.2001.991038
Song, Yang and Goncalves, Luis, et el. (2001) Learning probabilistic structure for human motion detection ; ISBN 0-7695-1272-0; 2001 IEEE computer society conference on computer vision and pattern recognition; 771-777; 10.1109/CVPR.2001.991043
Savarese, Silvio and Rushmeier, Holly, et el. (2001) Shadow Carving ; ISBN 0-7695-1143-0; Eighth IEEE International Conference on Computer Vision; 190-197; 10.1109/ICCV.2001.937517
Song, Yang and Perona, Pietro (2000) A computational model for motion detection and direction discrimination in humans ; ISBN 0-7695-0940-1; Workshop on Human Motion Proceedings; 11-16; 10.1109/HUMO.2000.897364
Benedetti, A. and Perona, P. (2000) Bit-width Optimization for Configurable DSP's by Multi-interval Analysis ; ISBN 0-7803-6514-3; Conference Record of the Thirty-Fourth Asilomar Conference on Signals, Systems & Computers; 355-359; 10.1109/ACSSC.2000.910977
Song, Yang and Goncalves, Luis, et el. (2000) Monocular Perception of Biological Motion - Clutter and Partial Occlusion ; ISBN 9783540676867; Computer Vision — ECCV 2000; 719-733; 10.1007/3-540-45053-x_46
Weber, M. and Welling, M., et el. (2000) Towards Automatic Discovery of Object Categories ; ISBN 0-7695-0662-3; IEEE Conference on Computer Vision and Pattern Recognition; 101-108; 10.1109/CVPR.2000.854754
Song, Yang and Feng, Xiaolin, et el. (2000) Towards Detection of Human Motion ; ISBN 0-7695-0662-3; IEEE Conference on Computer Vision and Pattern Recognition; 810-817; 10.1109/CVPR.2000.855904
Fiorini, Paolo and Chalfant, Gene, et el. (2000) An Intelligent Vision-only Operator Interface for Dexterous Robots ; ISBN 0-7803-5886-4; 2000 IEEE International Conference on Robotics and Automation; 2665-2670; 10.1109/ROBOT.2000.846430
Weber, M. and Einhäuser, W., et el. (2000) Viewpoint-invariant learning and detection of human heads ; ISBN 0-7695-0580-5; Fourth IEEE International Conference on Automatic Face and Gesture Recognition; 20-27; 10.1109/AFGR.2000.840607
Feng, Xiaolin and Bouguet, Jean-Yves, et el. (2000) A New Geometrical Interpretation of Trilinear Constraints
Weber, M. and Welling, M., et el. (2000) Unsupervised Learning of Models for Recognition ; ISBN 9783540676850; Computer Vision - ECCV 2000; 18-32; 10.1007/3-540-45054-8_2
Munich, Mario E. and Perona, Pietro (1999) Continuous dynamic time warping for translation-invariant curve alignment with applications to signature verification ; ISBN 0-7695-0164-8; Proceedings of the Seventh IEEE International Conference on Computer Vision; 108-115; 10.1109/ICCV.1999.791205
Song, Yang and Goncalves, Luis, et el. (1999) Monocular Perception of Biological Motion - Detection and Labeling ; ISBN 0-7695-0164-8; 1999 Proceedings of the Seventh IEEE International Conference on Computer Vision; 805-812; 10.1109/ICCV.1999.790304
Munich, Mario E. and Perona, Pietro (1999) Visual signature verification using affine arc-length ; ISBN 0-7695-0149-4; 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 180-186; 10.1109/CVPR.1999.784627
Bouguet, Jean-Yves and Weber, Markus, et el. (1999) What do planar shadows tell about scene geometry? ; ISBN 0-7695-0149-4; 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 514-520; 10.1109/CVPR.1999.786986
Malik, J. and Perona, P. (1999) Introduction to Mathematical aspects of computer vision ; ISBN 978-3-0348-9848-5; Dynamical Systems, Control, Coding, Computer Vision: New Trends, Interfaces and Interplay; 361-368; 10.1007/978-3-0348-8970-4_17
Benedetti, A. and Perona, P. (1999) A novel system architecture for real-time low-level vision ; ISBN 0-7803-5471-0; IEEE International Symposium on Circuits and Systems. ISCAS '99. Orlando, FL, 30 May-2 June 1999; III-500; 10.1109/ISCAS.1999.778892
Leung, Thomas K. and Burl, Michael C., et el. (1998) Probabilistic affine invariants for recognition ; ISBN 0-8186-8497-6; 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 678-684; 10.1109/CVPR.1998.698677
Benedetti, A. and Perona, P. (1998) Real-time 2-D feature detection on a reconfigurable computer ; ISBN 0-8186-8497-6; 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition: Proceedings; 586-593; 10.1109/CVPR.1998.698665
Feng, Xiaolin and Perona, Pietro (1998) Scene segmentation from 3D motion ; ISBN 0-8186-8497-6; 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 225-231; 10.1109/CVPR.1998.698613
Burl, Michael C. and Weber, Markus, et el. (1998) A probabilistic approach to object recognition using local photometry and global geometry ; ISBN 9783540646136; Computer Vision — ECCV'98; 628-641; 10.1007/bfb0054769
Munich, Mario E. and Perona, Pietro (1998) Camera-based ID Verification by Signature Tracking ; ISBN 978-3-540-64569-6; Computer Vision — ECCV'98; 782-796; 10.1007/BFb0055704
Burl, M. C. and Perona, P. (1998) Using hierarchical shape models to spot keywords in cursive handwriting data ; ISBN 0-8186-8497-6; 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 535-540; 10.1109/CVPR.1998.698657
Manduchi, Roberto and Perona, Pietro (1998) Multirate separable implementation of steerable filter banks ; ISBN 0-7803-4455-3; Proceedings of the 1998 IEEE International Symposium on Circuits and Systems: ISCAS '98; 333-336; 10.1109/ISCAS.1998.694483
Bouguet, Jean-Yves and Perona, Pietro (1998) 3D photography using shadows ; ISBN 0-7803-4455-3; Proceedings of the 1998 IEEE International Symposium on Circuits and Systems; 494-497; 10.1109/ISCAS.1998.694540
Goncalves, Luis and Di Bernardo, Enrico, et el. (1998) Reach out and touch space (motion learning) ; ISBN 0-8186-8344-9; Third IEEE International Conference on Automatic Face and Gesture Recognition; 234-239; 10.1109/AFGR.1998.670954
Bouguet, Jean-Yves and Perona, Pietro (1998) 3D photography on your desk ; ISBN 81-7319-221-9; Sixth International Conference on Computer Vision; 43-50; 10.1109/ICCV.1998.710699
Perona, P. and Freeman, W. (1998) A factorization approach to grouping ; ISBN 978-3-540-64569-6; Computer Vision — ECCV'98; 655-670; 10.1007/bfb0055696
Bouguet, Jean-Yves and Perona, Pietro (1998) 3D photography using shadows ; ISBN 978-960-7620-06-4; 9th European Signal Processing Conference (EUSIPCO 1998)
Perona, Pietro (1997) Orientation diffusions ; ISBN 0-7803-4236-4; 1997 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Proceedings; 710-716; 10.1109/CVPR.1997.609404
Munich, Mario E. and Perona, Pietro (1996) Visual Input for Pen-Based Computers ; ISBN 0-7803-3259-8; Proceedings International Conference on Image Processing, 1996; 173-176; 10.1109/ICIP.1996.560630
Munich, Mario E. and Perona, Pietro (1996) Visual input for pen-based computers ; ISBN 0-8186-7282-X; Proceedings of the 13th International Conference on Pattern Recognition, 1996; 33-37; 10.1109/ICPR.1996.546790
Di Bernardo, Enrico and Goncalves, Luis, et el. (1996) Monocular tracking of the human arm in 3D: real-time implementation and experiments ; 10.1109/ICPR.1996.547021
Burl, M. C. and Perona, P. (1996) Recognition of planar object classes ; ISBN 0-8186-7258-7; 1996 IEEE computer society conference on computer vision and pattern recognition: proceedings; 223-230; 10.1109/CVPR.1996.517078
Soatto, Stefano and Perona, Pietro (1996) Motion from fixation ; ISBN 0-8186-7258-7; 1996 IEEE computer society conference on computer vision and pattern recognition: proceedings; 817-824; 10.1109/CVPR.1996.517166
Soatto, Stefano and Perona, Pietro (1996) Reducing "Structure From Motion" ; ISBN 0-8186-7258-7; 1996 IEEE computer society conference on computer vision and pattern recognition: proceedings; 825-832; 10.1109/CVPR.1996.517167
Sun, Jennifer Y. and Perona, Pietro (1996) Where is the Sun?
Manduchi, Roberto and Perona, Pietro (1995) Pyramidal Implementation of Deformable Kernels ; ISBN 0-7803-3122-2; Proceedings 1995 International Conference on Image Processing; 378-381; 10.1109/ICIP.1995.529725
Soatto, Stefano and Perona, Pietro (1995) Visual motion estimation from point features: Unified view ; ISBN 0-8186-7310-9; Proceedings 1995 International Conference on Image Processing; 21-24; 10.1109/ICIP.1995.537570
Bouguet, Jean-Yves and Perona, Pietro (1995) Visual navigation using a single camera ; ISBN 0-8186-7042-8; Proceedings of the Fifth International Conference on Computer Vision; 645-652; 10.1109/ICCV.1995.466877
Burl, M. C. and Leung, T. K., et el. (1995) Face Localization via Shape Statistics
Leung, T. K. and Burl, M. C., et el. (1995) Finding Faces in Cluttered Scenes using Random Labeled Graph Matching ; ISBN 0-8186-7042-8; Fifth International Conference on Computer Vision; 637-644; 10.1109/ICCV.1995.466878
Goncalves, Luis and Di Bernardo, Enrico, et el. (1995) Monocular tracking of the human arm in 3D ; ISBN 0-8186-7042-8; Fifth International Conference on Computer Vision; 764-770; 10.1109/ICCV.1995.466861
Soatto, Stefano and Perona, Pietro (1995) Dynamic Rigid Motion Estimation From Weak Perspective ; ISBN 0-8186-7042-8; Proceedings of the Fifth International Conference on Computer Vision; 321-328; 10.1109/ICCV.1995.466922
Frezza, Ruggero and Perona, Pietro, et el. (1995) System-Theoretic Aspects of Dynamic Vision ; ISBN 9781447130635; Trends in Control: A European Perspective; 349-383; 10.1007/978-1-4471-3061-1_11
Soatto, S. and Frezza, R., et el. (1995) Structure from Visual Motion as a Nonlinear Observation Problem ; ISBN 008042371X; Nonlinear control systems design, 1995 : a postprint volume from the 3rd IFAC Symposium, Tahoe City, California, USA, 25-28 June 1995; 81-86; 10.1016/B978-0-08-042371-5.50018-6
Smyth, Padhraic and Fayyad, Usama, et el. (1995) Inferring Ground Truth from Subjective Labelling of Venus Images ; ISBN 0-262-20104-6; Advances in Neural Information Processing Systems 7; 1085-1092
Soatto, Stefano and Perona, Pietro (1995) Visual motion estimation from point features: Unified view ; ISBN 0-8186-7310-9; Proceedings, International Conference on Image Processing, 1995; 21-24; 10.1109/ICIP.1995.537570
Soatto, Stefano and Perona, Pietro, et el. (1994) Motion Estimation via Dynamic Vision ; ISBN 0-7803-1968-0; Proceedings of 1994 33rd IEEE Conference on Decision and Control; 3253-3258; 10.1109/CDC.1994.411641
Soatto, Stefano and Perona, Pietro (1994) Dynamic visual motion estimation from subspace constraints ; ISBN 0-8186-6952-7; ICIP'94: 1st International conference on image processing; 333-337; 10.1109/ICIP.1994.413330
Soatto, Stefano and Perona, Pietro (1994) Recursive estimation of camera motion from uncalibrated image sequences ; ISBN 0-8186-6952-7; Proceedings 1994 IEEE International Conference on Image Processing (ICIP-94); 58-62; 10.1109/ICIP.1994.413888
Perona, Pietro and Tartagni, Marco (1994) Diffusion networks for on-chip image contrast normalization ; ISBN 0-8186-6952-7; 1994 Proceedings IEEE International Conference on Image Processing (ICIP-94); 1-5; 10.1109/ICIP.1994.413263
Burl, M. C. and Fayyad, Usama M., et el. (1994) Automated analysis of radar imagery of Venus: handling lack of ground truth ; ISBN 0-8186-6952-7; 1994 IEEE International Conference on Image Processing, Proceedings (ICIP-94); 236-240; 10.1109/ICIP.1994.413852
Soatto, Stefano and Perona, Pietro (1994) Three dimensional transparent structure segmentation and multiple 3D motion estimation from monocular perspective image sequences ; ISBN 0-8186-6435-5; Proceedings of the 1994 IEEE Workshop on Motion of Non-Rigid and Articulated Objects; 228-235; 10.1109/MNRAO.1994.346231
Greenspan, H. and Belongie, S., et el. (1994) Rotation Invariant Texture Recognition Using a Steerable Pyramid ; ISBN 0-8186-6270-0; Proceedings of the 12th IAPR International Conference on Pattern Recognition; 162-167; 10.1109/ICPR.1994.576896
Soatto, S. and Perona, P. (1994) Structure-Independent Visual Motion Control of the Essential Manifold ; ISBN 0080422276; Proceedings of the IFAC Symposium on Robot Control (SYROCO '94); 869-876
Shy, Douglas and Perona, Pietro (1994) X-Y separable pyramid steerable scalable kernels ; 10.1109/CVPR.1994.323835
Burl, M. C. and Fayyad, U. M., et el. (1994) Automating the Hunt for Volcanoes on Venus ; ISBN 0-8186-5825-8; Proceedings 1994 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 302-309; 10.1109/CVPR.1994.323844
Greenspan, H. and Belongie, S., et el. (1994) Overcomplete steerable pyramid filters and rotation invariance ; ISBN 0-8186-5825-8; Proceedings 1994 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 222-228; 10.1109/CVPR.1994.323833
Kube, Paul and Perona, Pietro (1994) Scale-space properties of quadratic edge detectors ; ISBN 9783540579564; Computer Vision — ECCV '94; 115-122; 10.1007/3-540-57956-7_12
Soatto, Stefano and Frezza, Ruggero, et el. (1994) Motion estimation on the essential manifold ; ISBN 3540579575; Computer Vision — ECCV '94; 60-72; 10.1007/bfb0028335
Perona, Pietro and Shiota, Takahiro, et el. (1994) Anisotropic Diffusion ; ISBN 9789048144617; Geometry-Driven Diffusion in Computer Vision; 73-92; 10.1007/978-94-017-1699-4_3
Tartagni, Marco and Perona, Pietro (1993) A Current-Mode Position Sensitive Circuit
Soatto, S. and Perona, P., et el. (1993) Recursive Motion and Structure Estimation with Complete Error Characterization ; ISBN 0-8186-3880-X; CVPR 1993; 428-433; 10.1109/CVPR.1993.341095
Perona, Pietro (1992) Steerable-scalable kernels for edge detection and junction analysis ; ISBN 0-387-55426-2; Computer Vision -- ECCV '92; 3-18; 10.1007/3-540-55426-2_1
Perona, Pietro and Malik, Jitendra (1992) Boundary detection using quadratic filters: performance criteria and experimental assessment ; ISBN 9780819408723; Applications of Artificial Intelligence X: Machine Vision and Robotics; 326-340; 10.1117/12.58583
Perona, Pietro (1991) Deformable kernels for early vision ; ISBN 0-8186-2148-6; 1991 IEEE Computer Society Conference on Computer Vision Patern Recognition (CVPR); 222-227; 10.1109/CVPR.1991.139691
Perona, Pietro and Malik, Jitendra (1990) Detecting and localizing edges composed of steps, peaks and roofs ; ISBN 0-8186-2057-9; Proceedings of the Third International Conference on Computer Vision; 52-57; 10.1109/ICCV.1990.139492
Malik, Jitendra and Perona, Pietro (1990) Finding Boundaries in Images ; ISBN 0-8186-2180-X; Twenty-Fourth Asilomar Conference on Signals, Systems and Computers; 800-804; 10.1109/ACSSC.1990.523449
Perona, P. (1989) Anisotropic diffusion processes in early vision ; 10.1109/MDSP.1989.97028
Malik, Jitendra and Perona, Pietro (1989) A computational model of texture segmentation ; ISBN 0-8186-1952-x; 1989 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Proceedings; 326-332; 10.1109/CVPR.1989.37868
Malik, Jitendra and Perona, Pietro (1988) A Computational Model Of Texture Segmentation ; 10.1109/ACSSC.1988.754042
Perona, Pietro and Malik, Jitendra (1988) A network for multiscale image segmentation ; ISBN 9517212410; IEEE International Symposium on Circuits and Systems; Proceedings; 2565-2568; 10.1109/ISCAS.1988.15465
