Pietro Perona - Publications

Affiliations: 
California Institute of Technology, Pasadena, CA 
Area:
vision

124 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
2024 Sun JJ, Karigo T, Chakraborty D, Mohanty SP, Wild B, Sun Q, Chen C, Anderson DJ, Perona P, Yue Y, Kennedy A. The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions. Advances in Neural Information Processing Systems. 2021: 1-15. PMID 38706835  0.334
2023 Stagkourakis S, Spigolon G, Marks M, Feyder M, Kim J, Perona P, Pachitariu M, Anderson DJ. Distributed representations of innate behaviors in the hypothalamus do not predict specialized functional centers. Biorxiv : the Preprint Server For Biology. PMID 38045312 DOI: 10.1101/2023.11.21.568163  0.303
2022 Sun JJ, Ryou S, Goldshmid RH, Weissbourd B, Dabiri JO, Anderson DJ, Kennedy A, Yue Y, Perona P. Self-Supervised Keypoint Discovery in Behavioral Videos. Proceedings. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2022: 2161-2170. PMID 36628357 DOI: 10.1109/cvpr52688.2022.00221  0.345
2021 Sun JJ, Kennedy A, Zhan E, Anderson DJ, Yue Y, Perona P. Task Programming: Learning Data Efficient Behavior Representations. Proceedings. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2021: 2875-2884. PMID 36544482 DOI: 10.1109/cvpr46437.2021.00290  0.323
2021 Segalin C, Williams J, Karigo T, Hui M, Zelikowsky M, Sun JJ, Perona P, Anderson DJ, Kennedy A. The Mouse Action Recognition System (MARS) software pipeline for automated analysis of social behaviors in mice. Elife. 10. PMID 34846301 DOI: 10.7554/eLife.63720  0.341
2019 Datta SR, Anderson DJ, Branson K, Perona P, Leifer A. Computational Neuroethology: A Call to Action. Neuron. 104: 11-24. PMID 31600508 DOI: 10.1016/J.Neuron.2019.09.038  0.388
2019 Robertson T, Belongie S, Adam H, Kaeser-Chen C, Zhang C, Chuan Tan K, Liu Y, Brulé D, Deltheil C, Loarie S, Van Horn G, Mac Aodha O, Beery S, Perona P, Copas K, et al. Training Machines to Identify Species using GBIF-mediated Datasets Biodiversity Information Science and Standards. 3. DOI: 10.3897/BISS.3.37230  0.598
2016 Chalupka K, Dickinson M, Perona P. Generalized regressive motion: a visual cue to collision. Bioinspiration & Biomimetics. 11: 046008. PMID 27427952 DOI: 10.1088/1748-3190/11/4/046008  0.321
2016 Belongie S, Perona P. Visipedia circa 2015 Pattern Recognition Letters. 72: 15-24. DOI: 10.1016/J.Patrec.2015.11.023  0.627
2015 Chen B, Perona P. Speed versus accuracy in visual search: Optimal performance and neural architecture. Journal of Vision. 15: 9. PMID 26675879 DOI: 10.1167/15.16.9  0.309
2015 Hong W, Kennedy A, Burgos-Artizzu XP, Zelikowsky M, Navonne SG, Perona P, Anderson DJ. Automated measurement of mouse social behaviors using depth sensing, video tracking, and machine learning. Proceedings of the National Academy of Sciences of the United States of America. PMID 26354123 DOI: 10.1073/Pnas.1515982112  0.432
2015 Gibson WT, Gonzalez CR, Fernandez C, Ramasamy L, Tabachnik T, Du RR, Felsen PD, Maire MR, Perona P, Anderson DJ. Behavioral responses to a repetitive visual threat stimulus express a persistent state of defensive arousal in Drosophila. Current Biology : Cb. 25: 1401-15. PMID 25981791 DOI: 10.1016/J.Cub.2015.03.058  0.713
2015 Wendt SL, Welinder P, Sorensen HB, Peppard PE, Jennum P, Perona P, Mignot E, Warby SC. Inter-expert and intra-expert reliability in sleep spindle scoring. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 126: 1548-56. PMID 25434753 DOI: 10.1016/J.Clinph.2014.10.158  0.711
2015 Van Horn G, Branson S, Farrell R, Haber S, Barry J, Ipeirotis P, Perona P, Belongie S. Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 595-604. DOI: 10.1109/CVPR.2015.7298658  0.587
2014 Dollar P, Appel R, Belongie S, Perona P. Fast Feature Pyramids for Object Detection. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 1532-45. PMID 26353336 DOI: 10.1109/Tpami.2014.2300479  0.654
2014 Anderson DJ, Perona P. Toward a science of computational ethology. Neuron. 84: 18-31. PMID 25277452 DOI: 10.1016/j.neuron.2014.09.005  0.373
2014 Lim RS, Eyjólfsdóttir E, Shin E, Perona P, Anderson DJ. How food controls aggression in Drosophila. Plos One. 9: e105626. PMID 25162609 DOI: 10.1371/Journal.Pone.0105626  0.369
2014 Falkner AL, Dollar P, Perona P, Anderson DJ, Lin D. Decoding ventromedial hypothalamic neural activity during male mouse aggression. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 5971-84. PMID 24760856 DOI: 10.1523/JNEUROSCI.5109-13.2014  0.386
2014 Warby SC, Wendt SL, Welinder P, Munk EG, Carrillo O, Sorensen HB, Jennum P, Peppard PE, Perona P, Mignot E. Sleep-spindle detection: crowdsourcing and evaluating performance of experts, non-experts and automated methods. Nature Methods. 11: 385-92. PMID 24562424 DOI: 10.1038/Nmeth.2855  0.731
2014 Asahina K, Watanabe K, Duistermars BJ, Hoopfer E, González CR, Eyjólfsdóttir EA, Perona P, Anderson DJ. Tachykinin-expressing neurons control male-specific aggressive arousal in Drosophila. Cell. 156: 221-35. PMID 24439378 DOI: 10.1016/J.Cell.2013.11.045  0.363
2014 Dollar P, Appel R, Belongie S, Perona P. Fast feature pyramids for object detection Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 1532-1545. DOI: 10.1109/TPAMI.2014.2300479  0.612
2014 Wah C, Horn GV, Branson S, Maji S, Perona P, Belongie S. Similarity comparisons for interactive fine-grained categorization Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 859-866. DOI: 10.1109/CVPR.2014.115  0.64
2014 Branson S, Van Horn G, Wah C, Perona P, Belongie S. The ignorant led by the blind: A hybrid human-machine vision system for fine-grained categorization International Journal of Computer Vision. 108: 3-29. DOI: 10.1007/S11263-014-0698-4  0.639
2014 Lin TY, Maire M, Belongie S, Hays J, Perona P, Ramanan D, Dollár P, Zitnick CL. Microsoft COCO: Common objects in context Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8693: 740-755. DOI: 10.1007/978-3-319-10602-1_48  0.773
2014 Chen B, Perona P, Bourdev L. Hierarchical cascade of classifiers for efficient poselet evaluation Bmvc 2014 - Proceedings of the British Machine Vision Conference 2014 0.698
2013 Alterman M, Schechner YY, Perona P, Shamir J. Detecting motion through dynamic refraction. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 245-51. PMID 23154325 DOI: 10.1109/Tpami.2012.192  0.351
2013 Maire M, Yu SX, Perona P. Hierarchical scene annotation Bmvc 2013 - Electronic Proceedings of the British Machine Vision Conference 2013. DOI: 10.5244/C.27.84  0.694
2013 Welinder P, Welling M, Perona P. A lazy man's approach to benchmarking: Semisupervised classifier evaluation and recalibration Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3262-3269. DOI: 10.1109/CVPR.2013.419  0.708
2012 Bryan R, Perona P, Adolphs R. Perspective distortion from interpersonal distance is an implicit visual cue for social judgments of faces. Plos One. 7: e45301. PMID 23028918 DOI: 10.1371/journal.pone.0045301  0.769
2012 Zabala F, Polidoro P, Robie A, Branson K, Perona P, Dickinson MH. A simple strategy for detecting moving objects during locomotion revealed by animal-robot interactions. Current Biology : Cb. 22: 1344-50. PMID 22727703 DOI: 10.1016/J.Cub.2012.05.024  0.335
2012 Andreetto M, Zelnik-Manor L, Perona P. Unsupervised learning of categorical segments in image collections. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 1842-55. PMID 22201050 DOI: 10.1109/Tpami.2011.268  0.766
2012 Dollár P, Wojek C, Schiele B, Perona P. Pedestrian detection: an evaluation of the state of the art. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 743-61. PMID 21808091 DOI: 10.1109/Tpami.2011.155  0.307
2011 Spain M, Perona P. Measuring and Predicting Object Importance. International Journal of Computer Vision. 91: 59-76. PMID 32719573 DOI: 10.1007/S11263-010-0376-0  0.658
2011 Lin D, Boyle MP, Dollar P, Lee H, Lein ES, Perona P, Anderson DJ. Functional identification of an aggression locus in the mouse hypothalamus. Nature. 470: 221-6. PMID 21307935 DOI: 10.1038/nature09736  0.385
2011 Wah C, Branson S, Perona P, Belongie S. Multiclass recognition and part localization with humans in the loop Proceedings of the Ieee International Conference On Computer Vision. 2524-2531. DOI: 10.1109/ICCV.2011.6126539  0.569
2011 Maire M, Yu SX, Perona P. Object detection and segmentation from joint embedding of parts and pixels Proceedings of the Ieee International Conference On Computer Vision. 2142-2149. DOI: 10.1109/ICCV.2011.6126490  0.695
2011 Branson S, Perona P, Belongie S. Strong supervision from weak annotation: Interactive training of deformable part models Proceedings of the Ieee International Conference On Computer Vision. 1832-1839. DOI: 10.1109/ICCV.2011.6126450  0.549
2011 Spain M, Perona P. Measuring and predicting object importance International Journal of Computer Vision. 91: 59-76. DOI: 10.1007/s11263-010-0376-0  0.584
2011 Gomes R, Welinder P, Krause A, Perona P. Crowdclustering Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 0.722
2010 Navalpakkam V, Koch C, Rangel A, Perona P. Optimal reward harvesting in complex perceptual environments. Proceedings of the National Academy of Sciences of the United States of America. 107: 5232-7. PMID 20194768 DOI: 10.1073/pnas.0911972107  0.428
2010 Dollár P, Belongie S, Perona P. The fastest pedestrian detector in the west British Machine Vision Conference, Bmvc 2010 - Proceedings. DOI: 10.5244/C.24.68  0.542
2010 Navalpakkam V, Koch C, Rangel A, Perona P. Where to look? Dissociating the effect of reward, salience and attention Journal of Vision. 9: 421-421. DOI: 10.1167/9.8.421  0.393
2010 Reddy L, Reddy L, Perona P, Koch C. Face identification in the near-absence of spatial attention Journal of Vision. 6: 306-306. DOI: 10.1167/6.6.306  0.409
2010 Navalpakkam V, Koch C, Rangel A, Perona P. Understanding how reward and saliency affect overt attention and decisions Journal of Vision. 10: 32-32. DOI: 10.1167/10.7.32  0.379
2010 Fergus R, Fei-Fei L, Perona P, Zisserman A. Learning object categories from internet image searches Proceedings of the Ieee. 98: 1453-1466. DOI: 10.1109/JPROC.2010.2048990  0.551
2010 Welinder P, Perona P. Online crowdsourcing: Rating annotators and obtaining cost-effective labels 2010 Ieee Computer Society Conference On Computer Vision and Pattern Recognition - Workshops, Cvprw 2010. 25-32. DOI: 10.1109/CVPRW.2010.5543189  0.696
2010 Dollár P, Welinder P, Perona P. Cascaded pose regression Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1078-1085. DOI: 10.1109/CVPR.2010.5540094  0.702
2010 Branson S, Wah C, Schroff F, Babenko B, Welinder P, Perona P, Belongie S. Visual recognition with humans in the loop Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6314: 438-451. DOI: 10.1007/978-3-642-15561-1_32  0.767
2010 Welinder P, Branson S, Belongie S, Perona P. The multidimensional wisdom of crowds Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010 0.707
2009 Lebestky T, Chang JS, Dankert H, Zelnik L, Kim YC, Han KA, Wolf FW, Perona P, Anderson DJ. Two different forms of arousal in Drosophila are oppositely regulated by the dopamine D1 receptor ortholog DopR via distinct neural circuits. Neuron. 64: 522-36. PMID 19945394 DOI: 10.1016/j.neuron.2009.09.031  0.372
2009 Navalpakkam V, Koch C, Perona P. Homo economicus in visual search. Journal of Vision. 9: 31.1-16. PMID 19271901 DOI: 10.1167/9.1.31  0.43
2009 Dankert H, Wang L, Hoopfer ED, Anderson DJ, Perona P. Automated monitoring and analysis of social behavior in Drosophila. Nature Methods. 6: 297-303. PMID 19270697 DOI: 10.1038/Nmeth.1310  0.413
2009 Dollár P, Tu Z, Perona P, Belongie S. Integral channel features British Machine Vision Conference, Bmvc 2009 - Proceedings. DOI: 10.5244/C.23.91  0.543
2009 Aly M, Welinder P, Munich M, Perona P. Automatic discovery of image families: Global vs. local features Proceedings - International Conference On Image Processing, Icip. 777-780. DOI: 10.1109/ICIP.2009.5414235  0.724
2009 Aly M, Welinder P, Munich M, Perona P. Scaling object recognition: Benchmark of current state of the art techniques 2009 Ieee 12th International Conference On Computer Vision Workshops, Iccv Workshops 2009. 2117-2124. DOI: 10.1109/ICCVW.2009.5457542  0.727
2009 Aly M, Welinder P, Munich M, Perona P. Towards automated large scale discovery of image families 2009 Ieee Conference On Computer Vision and Pattern Recognition, Cvpr 2009. 9-16. DOI: 10.1109/CVPR.2009.5204177  0.714
2008 Einhäuser W, Spain M, Perona P. Objects predict fixations better than early saliency. Journal of Vision. 8: 18.1-26. PMID 19146319 DOI: 10.1167/8.14.18  0.664
2008 Wang L, Dankert H, Perona P, Anderson DJ. A common genetic target for environmental and heritable influences on aggressiveness in Drosophila. Proceedings of the National Academy of Sciences of the United States of America. 105: 5657-63. PMID 18408154 DOI: 10.1073/Pnas.0801327105  0.375
2008 Holub AD, Welling M, Perona P. Hybrid generative-discriminative visual categorization International Journal of Computer Vision. 77: 239-258. DOI: 10.1007/S11263-007-0084-6  0.345
2008 Dollár P, Babenko B, Belongie S, Perona P, Tu Z. Multiple component learning for object detection Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5303: 211-224. DOI: 10.1007/978-3-540-88688-4-16  0.598
2008 Spain M, Perona P. Some objects are more equal than others: Measuring and predicting importance Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5302: 523-536. DOI: 10.1007/978-3-540-88682-2-40  0.584
2007 Fei-Fei L, Iyer A, Koch C, Perona P. What do we perceive in a glance of a real-world scene? Journal of Vision. 7: 10. PMID 17461678 DOI: 10.1167/7.1.10  0.625
2007 Angelova A, Matthies L, Helmick D, Perona P. Learning slip behavior using automatic mechanical supervision Proceedings - Ieee International Conference On Robotics and Automation. 1741-1748. DOI: 10.1109/ROBOT.2007.363574  0.503
2007 Andreetto M, Zelnik-Manor L, Perona P. Non-parametric probabilistic image segmentation Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4408968  0.722
2007 Angelova A, Matthies L, Helmick D, Perona P. Fast terrain classification using variable-length representation for autonomous navigation Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383024  0.519
2007 Andreetto M, Savarese S, Perona P. Carving from ray-tracing constraints: IRT-carving Proceedings - Third International Symposium On 3d Data Processing, Visualization, and Transmission, 3dpvt 2006. 49-56. DOI: 10.1109/3DPVT.2006.39  0.743
2007 Ranzato M, Taylor PE, House JM, Flagan RC, LeCun Y, Perona P. Automatic recognition of biological particles in microscopic images Pattern Recognition Letters. 28: 31-39. DOI: 10.1016/J.Patrec.2006.06.010  0.328
2007 Fei-Fei L, Fergus R, Perona P. Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories Computer Vision and Image Understanding. 106: 59-70. DOI: 10.1016/j.cviu.2005.09.012  0.611
2007 Moreels P, Perona P. Evaluation of features detectors and descriptors based on 3D objects International Journal of Computer Vision. 73: 263-284. DOI: 10.1007/s11263-006-9967-1  0.331
2007 Fergus R, Perona P, Zisserman A. Weakly supervised scale-invariant learning of models for visual recognition International Journal of Computer Vision. 71: 273-303. DOI: 10.1007/s11263-006-8707-x  0.382
2007 Savarese S, Andreetto M, Rushmeier H, Bernardini F, Perona P. 3D reconstruction by shadow carving: Theory and practical evaluation International Journal of Computer Vision. 71: 305-336. DOI: 10.1007/S11263-006-8323-9  0.78
2007 Angelova A, Matthies L, Helmick D, Perona P. Learning and prediction of slip from visual information: Research Articles Journal of Field Robotics. 24: 205-231. DOI: 10.1002/Rob.V24:3  0.59
2007 Angelova A, Matthies L, Helmick D, Perona P. Learning and prediction of slip from visual information Journal of Field Robotics. 24: 205-231. DOI: 10.1002/Rob.20179  0.586
2006 Fei-Fei L, Fergus R, Perona P. One-shot learning of object categories. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 594-611. PMID 16566508 DOI: 10.1109/TPAMI.2006.79  0.594
2006 Angelova A, Matthias L, Helmick D, Sibley G, Perona P. Learning to predict slip for ground robots Proceedings - Ieee International Conference On Robotics and Automation. 2006: 3324-3331. DOI: 10.1109/ROBOT.2006.1642209  0.493
2005 Fergus R, Fei-Fei L, Perona P, Zisserman A. Learning object categories from Google's image search Proceedings of the Ieee International Conference On Computer Vision. 1816-1823. DOI: 10.1109/ICCV.2005.142  0.549
2005 Agarwal S, Lim J, Zelnik-Manor L, Perona P, Kriegman D, Belongie S. Beyond pairwise clustering Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: 838-845. DOI: 10.1109/CVPR.2005.89  0.523
2005 Angelova A, Abu-Mostafa Y, Perona P. Pruning training sets for learning of object categories Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1: 494-501. DOI: 10.1109/CVPR.2005.283  0.535
2005 Fanti C, Zelnik-Manor L, Perona P. Hybrid models for human motion recognition Proceedings - 2005 Ieee Computer Society Conference On Computer Vision and Pattern Recognition, Cvpr 2005. 1166-1173. DOI: 10.1109/CVPR.2005.179  0.632
2005 Fei-Fei L, Perona P. A bayesian hierarchical model for learning natural scene categories Proceedings - 2005 Ieee Computer Society Conference On Computer Vision and Pattern Recognition, Cvpr 2005. 524-531. DOI: 10.1109/CVPR.2005.16  0.513
2005 Fei-Fei L, VanRullen R, Koch C, Perona P. Why does natural scene categorization require little attention? Exploring attentional requirements for natural and synthetic stimuli Visual Cognition. 12: 893-924. DOI: 10.1080/13506280444000571  0.715
2005 Walther D, Rutishauser U, Koch C, Perona P. Selective visual attention enables learning and recognition of multiple objects in cluttered scenes Computer Vision and Image Understanding. 100: 41-63. DOI: 10.1016/j.cviu.2004.09.004  0.73
2005 Savarese S, Chen M, Perona P. Local shape from mirror reflections International Journal of Computer Vision. 64: 31-67. DOI: 10.1007/S11263-005-1086-X  0.58
2004 Fei-Fei L, Koch C, Iyer A, Perona P. What do we see when we glance at a scene? Journal of Vision. 4: 863-863. DOI: 10.1167/4.8.863  0.65
2004 Savarese S, Fei-Fei L, Perona P. What do reflections tell us about the shape of a mirror? Proceedings - 1st Symposium On Applied Perception in Graphics and Visualization, Apgv 2004. 115-118.  0.649
2004 Savarese S, Chen M, Perona P. Recovering local shape of a mirror surface from reflection of a regular grid Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3023: 468-481.  0.492
2004 Moreels P, Maire M, Perona P. Recognition by probabilistic hypothesis construction Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3021: 55-68.  0.674
2004 Rutishauser U, Walther D, Koch C, Perona P. Is bottom-up attention useful for object recognition? Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: II37-II44.  0.64
2004 Fanti C, Polito M, Perona P. An improved scheme for detection and labelling in Johansson displays Advances in Neural Information Processing Systems 0.607
2003 Savarese S, Li FF, Perona P. Can we see the shape of mirror? Journal of Vision. 3: 74a. DOI: 10.1167/3.9.74  0.553
2003 VanRullen R, Reddy L, Li FF, Perona P, Koch C. A neural framework for visual attention Journal of Vision. 3: 591a. DOI: 10.1167/3.9.591  0.607
2003 Li FF, VanRullen R, Koch C, Perona P. Natural scene categorization in the near absence of attention: Further explorations Journal of Vision. 3: 331a. DOI: 10.1167/3.9.331  0.609
2003 Song Y, Goncalves L, Perona P. Unsupervised learning of human motion Ieee Transactions On Pattern Analysis and Machine Intelligence. 25: 814-827. DOI: 10.1109/Tpami.2003.1206511  0.544
2003 Munich ME, Perona P. Visual identification by signature tracking Ieee Transactions On Pattern Analysis and Machine Intelligence. 25: 200-217. DOI: 10.1109/Tpami.2003.1177152  0.767
2003 Del Vecchio D, Murray RM, Perona P. Decomposition of human motion into dynamics-based primitives with application to drawing tasks Automatica. 39: 2085-2098. DOI: 10.1016/S0005-1098(03)00250-4  0.642
2003 Fei-Fei L, Fergus R, Perona P. A Bayesian approach to unsupervised one-shot learning of object categories Proceedings of the Ieee International Conference On Computer Vision. 2: 1134-1141.  0.533
2003 Del Vecchio D, Murray RM, Perona P. Segmentation of Human Motion into Dynamics Based Primitives with Application to Drawing Tasks Proceedings of the American Control Conference. 2: 1816-1823.  0.496
2003 Del Vecchio D, Murray RM, Perona P. Classification of human actions into dynamics based primitives with application to drawing tasks European Control Conference, Ecc 2003. 445-450.  0.487
2002 Li FF, VanRullen R, Koch C, Perona P. Rapid natural scene categorization in the near absence of attention. Proceedings of the National Academy of Sciences of the United States of America. 99: 9596-601. PMID 12077298 DOI: 10.1073/pnas.092277599  0.623
2002 Del Vecchio D, Murray RM, Perona P. Primitives for human motion: A dynamical approach Ifac Proceedings Volumes (Ifac-Papersonline). 15: 25-30. DOI: 10.3182/20020721-6-Es-1901.01313  0.634
2002 Li FF, VanRullen R, Koch C, Perona P. Detection of objects in natural scenes with minimal or no attention Journal of Vision. 2: 250a. DOI: 10.1167/2.7.250  0.632
2002 Savarese S, Chen M, Perona P. Second order local analysis for 3D reconstruction of specular surfaces Proceedings - 1st International Symposium On 3d Data Processing Visualization and Transmission, 3dpvt 2002. 356-361. DOI: 10.1109/TDPVT.2002.1024083  0.509
2002 Savarese S, Rushmeier H, Bernardini F, Perona P. Implementation of a shadow carving system for shape capture Proceedings - 1st International Symposium On 3d Data Processing Visualization and Transmission, 3dpvt 2002. 12-23. DOI: 10.1109/TDPVT.2002.1024034  0.574
2002 Munich ME, Perona P. Visual input for pen-based computers Ieee Transactions On Pattern Analysis and Machine Intelligence. 24: 313-328. DOI: 10.1109/34.990134  0.779
2002 Savarese S, Perona P. Local analysis for 3D reconstruction of specular surfaces – part II Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2351: 759-774.  0.511
2001 Perona P, Weber M, Welling M. Unsupervised learning of object classes from natural scenes Journal of Vision. 1. DOI: 10.1167/1.3.419  0.591
2001 Song Y, Goncalves L, Di Bernardo E, Perona P. Monocular perception of biological motion in Johansson displays Computer Vision and Image Understanding. 81: 303-327. DOI: 10.1006/Cviu.2000.0890  0.527
2001 Savarese S, Rushmeier H, Bernardini F, Perona P. Shadow carving Proceedings of the Ieee International Conference On Computer Vision. 1: 190-197.  0.563
2000 Benedetti A, Perona P. System for real-time 2-D feature detection based on field programmable gate arrays Integrated Computer-Aided Engineering. 7: 181-191. DOI: 10.3233/Ica-2000-7301  0.307
2000 Socher G, Sagerer G, Perona P. Bayesian reasoning on qualitative descriptions from images and speech Image and Vision Computing. 18: 155-172. DOI: 10.1016/S0262-8856(99)00024-4  0.323
1999 Buhmann JM, Malik J, Perona P. Image recognition: visual grouping, recognition, and learning. Proceedings of the National Academy of Sciences of the United States of America. 96: 14203-4. PMID 10588681 DOI: 10.1073/pnas.96.25.14203  0.606
1999 Bouguet JY, Perona P. 3D photography using shadows in dual-space geometry International Journal of Computer Vision. 35: 129-149. DOI: 10.1023/A:1008124523456  0.332
1998 Soatto S, Perona P. Reducing structure from motion: a general framework for dynamic vision part 2: implementation and experimental assessment Ieee Transactions On Pattern Analysis and Machine Intelligence. 20: 943-960. DOI: 10.1109/34.713361  0.557
1998 Soatto S, Perona P. Reducing structure from motion: a general framework for dynamic vision part 1 : modeling Ieee Transactions On Pattern Analysis and Machine Intelligence. 20: 933-942. DOI: 10.1109/34.713360  0.538
1998 Burl MC, Asker L, Smyth P, Fayyad U, Perona P, Crumpler L, Aubele J. Machine Learning. 30: 165-194. DOI: 10.1023/A:1007400206189  0.304
1997 Soatto S, Perona P. Recursive 3-D Visual Motion Estimation Using Subspace Constraints International Journal of Computer Vision. 22: 235-259. DOI: 10.1023/A:1007930700152  0.563
1997 Soatto S, Perona P. Motion from fixation Real-Time Imaging. 3: 129-153. DOI: 10.1006/Rtim.1996.0052  0.546
1996 Sun J, Perona P. Early computation of shape and reflectance in the visual system. Nature. 379: 165-8. PMID 8538766 DOI: 10.1038/379165a0  0.321
1996 Soatto S, Frezza R, Perona P. Motion estimation via dynamic vision Ieee Transactions On Automatic Control. 41: 393-413. DOI: 10.1109/9.486640  0.545
1995 Soatto S, Frezza R, Perona P. Structure From Visual Motion as a Nonlinear Observation Problem 1 Ifac Proceedings Volumes. 28: 81-86. DOI: 10.1016/S1474-6670(17)46810-8  0.542
1994 Soatto S, Perona P. Structure-independent visual motion control on the essential manifold Ifac Proceedings Volumes. 27: 869-876. DOI: 10.1016/S1474-6670(17)47409-X  0.55
1992 Perona P, Malik J. Boundary detection using quadratic filters: performance criteria and experimental assessment Proceedings of Spie. 1708: 326-340. DOI: 10.1117/12.58583  0.546
1990 Malik J, Perona P. Preattentive texture discrimination with early vision mechanisms. Journal of the Optical Society of America. a, Optics and Image Science. 7: 923-32. PMID 2338600 DOI: 10.1364/JOSAA.7.000923  0.571
1990 Perona P, Malik J. Scale-Space and Edge Detection Using Anisotropic Diffusion Ieee Transactions On Pattern Analysis and Machine Intelligence. 12: 629-639. DOI: 10.1109/34.56205  0.553
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