Perona, Pietro

Book Chapter from CaltechAUTHORS

• 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
• 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
• 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
• 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
• 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
• 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 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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 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
• Dollár, Piotr and Babenko, Boris, et el. (2008) Multiple Component Learning for Object Detection; 10.1007/978-3-540-88688-4_16
• 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
• 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
• 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
• 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 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
• 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
• 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
• 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) 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
• Angelova, Anelia and Matthies, Larry, et el. (2007) Slip prediction using visual information; ISBN 9780262693486; Robotics : Science and Systems II
• 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
• 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. (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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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 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 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 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
• 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
• 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
• 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
• 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) 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
• 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
• 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
• 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
• 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. (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
• 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
• 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
• 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
• 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
• 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
• 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, 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
• 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
• 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
• 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
• 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?
• 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 (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
• 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) 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
• 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
• Burl, M. C. and Leung, T. K., et el. (1995) Face Localization via Shape Statistics
• 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
• 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
• 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, 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
• 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, 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) 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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