Perona, Pietro
- Zhang, Tony and Rosenberg, Matthew, et el. (2024) Endotaxis: A neuromorphic algorithm for mapping, goal-learning, navigation, and patrolling; eLife; Vol. 12; RP84141; PMCID PMC10911395; 10.7554/elife.84141
- Segalin, Cristina and Williams, Jalani, et el. (2021) The Mouse Action Recognition System (MARS) software pipeline for automated analysis of social behaviors in mice; eLife; Vol. 10; Art. No. e63720; PMCID PMC8631946; 10.7554/eLife.63720
- Rosenberg, Matthew and Zhang, Tony, et el. (2021) Mice in a labyrinth show rapid learning, sudden insight, and efficient exploration; eLife; Vol. 10; Art. No. e66175; PMCID PMC8294850; 10.7554/eLife.66175
- Kennedy-Metz, Lauren R. and Mascagni, Pietro, et el. (2021) Computer Vision in the Operating Room: Opportunities and Caveats; IEEE Transactions on Medical Robotics and Bionics; Vol. 3; No. 1; 2-10; PMCID PMC7908934; 10.1109/tmrb.2020.3040002
- Laumer, Daniel and Lang, Nico, et el. (2020) Geocoding of trees from street addresses and street-level images; ISPRS Journal of Photogrammetry and Remote Sensing; Vol. 162; 125-136; 10.1016/j.isprsjprs.2020.02.001
- Datta, Sandeep Robert and Anderson, David J., et el. (2019) Computational Neuroethology: A Call to Action; Neuron; Vol. 104; No. 1; 11-24; PMCID PMC6981239; 10.1016/j.neuron.2019.09.038
- Chen, Yuxin and Mac Aodha, Oisin, et el. (2018) Near-Optimal Machine Teaching via Explanatory Teaching Sets; Proceedings of Machine Learning Research; Vol. 84; 1970-1978
- Branson, Steve and Wegner, Jan Dirk, et el. (2018) From Google Maps to a fine-grained catalog of street trees; ISPRS Journal of Photogrammetry and Remote Sensing; Vol. 135; 13-30; 10.1016/j.isprsjprs.2017.11.008
- Tavares, Gabriela and Perona, Pietro, et el. (2017) The Attentional Drift Diffusion Model of Simple Perceptual Decision-Making; Frontiers in Neuroscience; Vol. 11; Art. No. 468; PMCID PMC5573732; 10.3389/fnins.2017.00468
- Appel, Ron and Perona, Pietro (2017) A simple multi-class boosting framework with theoretical guarantees and empirical proficiency; Proceedings of Machine Learning Research; Vol. 70; 186-194
- McGill, Mason and Perona, Pietro (2017) Deciding How to Decide: Dynamic Routing in Artificial Neural Networks; Proceedings of Machine Learning Research; Vol. 70; 2363-2372; 10.48550/arXiv.1703.06217
- Chalupka, Krzysztof and Eberhardt, Frederick, et el. (2017) Causal Feature Learning: An Overview; Behaviormetrika; Vol. 44; No. 1; 137-164; 10.1007/s41237-016-0008-2
- Chalupka, Krzysztof and Dickinson, Michael, et el. (2016) Generalized regressive motion: a visual cue to collision; Bioinspiration and Biomimetics; Vol. 11; No. 4; Art. No. 046008; 10.1088/1748-3190/11/4/046008
- Chalupka, Krzysztof and Perona, Pietro, et el. (2016) Multi-Level Cause-Effect Systems; Proceedings of Machine Learning Research; Vol. 51; 361-369; 10.48550/arXiv.1512.07942
- Chen, Bo and Perona, Pietro (2016) Vision without the Image; Sensors; Vol. 16; No. 4; Art. No. 484; PMCID PMC4850998; 10.3390/s16040484
- Belongie, Serge and Perona, Pietro (2016) Visipedia circa 2015; Pattern Recognition Letters; Vol. 72; 15-24; 10.1016/j.patrec.2015.11.023
- Chen, Bo and Perona, Pietro (2015) Speed versus accuracy in visual search: Optimal performance and neural architecture; Journal of Vision; Vol. 15; No. 16; Art. No. 9; 10.1167/15.16.9
- Hong, Weizhe and Kennedy, Ann, et el. (2015) Automated measurement of mouse social behaviors using depth sensing, video tracking, and machine learning; Proceedings of the National Academy of Sciences; Vol. 112; No. 38; E5351-E5360; PMCID PMC4603510; 10.1073/pnas.1515982112
- Wendt, Sabrina L. and Welinder, Peter, et el. (2015) Inter-expert and intra-expert reliability in sleep spindle scoring; Clinical Neurophysiology; Vol. 126; No. 8; 1548-1556; PMCID PMC4426257; 10.1016/j.clinph.2014.10.158
- Gibson, William T. and Gonzalez, Carlos R., et el. (2015) Behavioral Responses to a Repetitive Visual Threat Stimulus Express a Persistent State of Defensive Arousal in Drosophila; Current Biology; Vol. 25; No. 11; 1401-1415; PMCID PMC4452410; 10.1016/j.cub.2015.03.058
- Anderson, David J. and Perona, Pietro (2014) Toward a Science of Computational Ethology; Neuron; Vol. 84; No. 1; 18-31; 10.1016/j.neuron.2014.09.005
- Lim, Rod S. and Eyjolfsdottir, Eyrun, et el. (2014) How Food Controls Aggression in Drosophila; PLoS ONE; Vol. 9; No. 8; Art. No. e105626; PMCID PMC4146546; 10.1371/journal.pone.0105626
- Dollár, Piotr and Appel, Ron, et el. (2014) Fast Feature Pyramids for Object Detection; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 36; No. 8; 1532-1545; 10.1109/TPAMI.2014.2300479
- Dell, Anthony I. and Bender, John A., et el. (2014) Automated image-based tracking and its application in ecology; Trends in Ecology and Evolution; Vol. 29; No. 7; 417-428; 10.1016/j.tree.2014.05.004
- Branson, Steve and Van Horn, Grant, et el. (2014) The Ignorant Led by the Blind: A Hybrid Human-Machine Vision System for Fine-Grained Categorization; International Journal of Computer Vision; Vol. 108; No. 1-2; 3-29; 10.1007/s11263-014-0698-4
- Perona, Pietro (2014) Quantized response times are a signature of a neuronal bottleneck in decision; Frontiers in Computational Neuroscience; Vol. 8; Art. No. 42; PMCID PMC3990108; 10.3389/fncom.2014.00042
- Warby, Simon C. and Wendt, Sabrina L., et el. (2014) Sleep-spindle detection: crowdsourcing and evaluating performance of experts, non-experts and automated methods; Nature Methods; Vol. 11; No. 4; 385-392; PMCID PMC3972193; 10.1038/nmeth.2855
- Asahina, Kenta and Watanabe, Kiichi, et el. (2014) Tachykinin-Expressing Neurons Control Male-Specific Aggressive Arousal in Drosophila; Cell; Vol. 156; No. 1-2; 221-235; PMCID PMC3978814; 10.1016/j.cell.2013.11.045
- Ohayon, S. and Avni, O., et el. (2013) Automated long-term tracking and analysis of social behavior in groups of mice; Journal of Molecular Neuroscience; Vol. 51; No. S1; S86-S87
- Ohayon, Shay and Avni, Ofer, et el. (2013) Automated multi-day tracking of marked mice for the analysis of social behaviour; Journal of Neuroscience Methods; Vol. 219; No. 1; 10-19; PMCID PMC3762481; 10.1016/j.jneumeth.2013.05.013
- Perona, Pietro (2013) Progress in Visual Categorization; Communications of the ACM; Vol. 56; No. 9; 96; 10.1145/2500468.2500480
- Alterman, Marina and Schechner, Yoav Y., et el. (2013) Detecting Motion through Dynamic Refraction; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 35; No. 1; 245-251; 10.1109/TPAMI.2012.192
- Appel, Ron and Fuchs, Thomas, et el. (2013) Quickly Boosting Decision Trees - Pruning Underachieving Features Early; Proceedings of Machine Learning Research; Vol. 28; 594-602
- Bryan, Ronnie and Perona, Pietro, et el. (2012) Perspective Distortion from Interpersonal Distance Is an Implicit Visual Cue for Social Judgments of Faces; PLoS ONE; Vol. 7; No. 9; Art. No. e45301; PMCID PMC3448657; 10.1371/journal.pone.0045301
- Andreetto, Marco and Zelnik-Manor, Lihi, et el. (2012) Unsupervised Learning of Categorical Segments in Image Collections; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 34; No. 9; 1842-1855; 10.1109/TPAMI.2011.268
- Zabala, Francisco and Polidoro, Peter, et el. (2012) A Simple Strategy for Detecting Moving Objects during Locomotion Revealed by Animal-Robot Interactions; Current Biology; Vol. 22; No. 14; 1344-1350; PMCID PMC4638419; 10.1016/j.cub.2012.05.024
- Dollár, Piotr and Wojek, Christian, et el. (2012) Pedestrian Detection: An Evaluation of the State of the Art; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 34; No. 4; 743-761; 10.1109/TPAMI.2011.155
- Bart, Evgeniy and Welling, Max, et el. (2011) Unsupervised Organization of Image Collections: Taxonomies and Beyond; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 33; No. 11; 2302-2315; 10.1109/TPAMI.2011.79
- Lin, Dayu and Boyle, Maureen P., et el. (2011) Functional identification of an aggression locus in the mouse hypothalamus; Nature; Vol. 470; No. 7333; 221-226; PMCID PMC3075820; 10.1038/nature09736
- Spain, Merrielle and Perona, Pietro (2011) Measuring and Predicting Object Importance; International Journal of Computer Vision; Vol. 91; No. 1; 59-76; PMCID PMC7384603; 10.1007/s11263-010-0376-0
- Fergus, Rob and Li, Fei-Fei, et el. (2010) Learning Object Categories From Internet Image Searches; Proceedings of the IEEE; Vol. 98; No. 8; 1453-1466; 10.1109/JPROC.2010.2048990
- Perona, Pietro (2010) Vision of a Visipedia; Proceedings of the IEEE; Vol. 98; No. 8; 1526-1534; 10.1109/JPROC.2010.2049621
- Navalpakkam, Vidhya and Koch, Christof, et el. (2010) Optimal reward harvesting in complex perceptual environments; Proceedings of the National Academy of Sciences of the United States of America; Vol. 107; No. 11; 5232-5237; PMCID PMC2841865; 10.1073/pnas.0911972107
- Navalpakkam, Vidhya and Koch, Christof, et el. (2010) Optimal rewarding harvesting in complex visual environments; Proceedings of the National Academy of Sciences of the United States of America; Vol. 107; No. 11; 5232-5237; PMCID PMC2841865; 10.1073/pnas.0911972107
- Perona, Pietro (2010) Seeing the Trees, the Forest, and Much More; Communications of the ACM; Vol. 53; No. 3; 106-106; 10.1145/1666420.1666443
- Lebestky, Tim and Chang, Jung-Sook C., et el. (2009) Two Different Forms of Arousal in Drosophila Are Oppositely Regulated by the Dopamine D1 Receptor Ortholog DopR via Distinct Neural Circuits; Neuron; Vol. 64; No. 4; 522-536; PMCID PMC2908595; 10.1016/j.neuron.2009.09.031
- Branson, Kristin and Robie, Alice A., et el. (2009) High-throughput ethomics in large groups of Drosophila; Nature Methods; Vol. 6; No. 6; 451-457; PMCID PMC2734963; 10.1038/nmeth.1328
- Dankert, Heiko and Wang, Liming, et el. (2009) Automated monitoring and analysis of social behavior in Drosophila; Nature Methods; Vol. 6; No. 4; 297-303; PMCID PMC2679418; 10.1038/NMETH.1310
- Navalpakkam, Vidhya and Koch, Christof, et el. (2009) Homo economicus in visual search; Journal of Vision; Vol. 9; No. 1; Art. No. 31; 10.1167/9.1.31
- Einhäuser, Wolfgang and Spain, Merrielle, et el. (2008) Objects predict fixations better than early saliency; Journal of Vision; Vol. 8; No. 14; 1-26; 10.1167/8.14.18
- Freeman, William and Perona, Pietro, et el. (2008) Guest Editorial; International Journal of Computer Vision; Vol. 77; No. 1-3; 1; 10.1007/s11263-008-0127-7
- Holub, Alex D. and Welling, Max, et el. (2008) Hybrid generative-discriminative visual categorization; International Journal of Computer Vision; Vol. 77; No. 1-3; 239-258; 10.1007/s11263-007-0084-6
- Wang, Liming and Dankert, Heiko, et el. (2008) 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; Vol. 105; No. 15; 5657-5663; PMCID PMC2311352; 10.1073/pnas.0801327105
- Moreels, Pierre and Perona, Pietro (2007) Evaluation of features detectors and descriptors based on 3D objects; International Journal of Computer Vision; Vol. 73; No. 3; 263-284; 10.1007/s11263-006-9967-1
- Li, Fei-Fei and Fergus, Rob, et el. (2007) Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories; Computer Vision and Image Understanding; Vol. 106; No. 1; 59-70; 10.1016/j.cviu.2005.09.012
- Fergus, R. and Perona, P., et el. (2007) Weakly supervised scale-invariant learning of models for visual recognition; International Journal of Computer Vision; Vol. 71; No. 3; 273-303; 10.1007/s11263-006-8707-x
- Angelova, Anelia and Matthies, Larry, et el. (2007) Learning and prediction of slip from visual information; Journal of Field Robotics; Vol. 24; No. 3; 205-231
- Savarese, Silvio and Andreetto, Marco, et el. (2007) 3D reconstruction by shadow carving: Theory and practical evaluation; International Journal of Computer Vision; Vol. 71; No. 3; 305-336; 10.1007/s11263-006-8323-9
- Li, Fei Fei and Iyer, Asha, et el. (2007) What do we perceive in a glance of a real-world scene?; Journal of Vision; Vol. 7; No. 1; Art. No. 10; 10.1167/7.1.10
- Ranzato, M. and Taylor, P. E., et el. (2007) Automatic recognition of biological particles in microscopic images; Pattern Recognition Letters; Vol. 28; No. 1; 31-39; 10.1016/j.patrec.2006.06.010
- Li, Fei-Fei and Fergus, Rob, et el. (2006) One-shot learning of object categories; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 28; No. 4; 594-611; 10.1109/TPAMI.2006.79
- Walther, Dirk B. and Rutishauser, Ueli, et el. (2005) Selective visual attention enables learning and recognition of multiple objects in cluttered scenes; Computer Vision and Image Understanding; Vol. 100; No. 1-2; 41-63; 10.1016/j.cviu.2004.09.004
- Savarese, Silvio and Chen, Min, et el. (2005) Local shape from mirror reflections; International Journal of Computer Vision; Vol. 64; No. 1; 31-67; 10.1007/s11263-005-1086-x
- Li, Fei-Fei and VanRullen, Rufin, et el. (2005) Why does natural scene categorization require little attention? Exploring attentional requirements for natural and synthetic stimuli; Visual Cognition; Vol. 12; No. 6; 893-924; 10.1080/13506280444000571
- Del Vecchio, Domitilla and Murray, Richard M., et el. (2003) Decomposition of human motion into dynamics-based primitives with application to drawing tasks; Automatica; Vol. 39; No. 12; 2085-2098; 10.1016/S0005-1098(03)00250-4
- Song, Yang and Goncalves, Luis, et el. (2003) Unsupervised learning of human motion; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 25; No. 7; 814-827; 10.1109/TPAMI.2003.1206511
- Munich, Mario E. and Perona, Pietro (2003) Visual identification by signature tracking; IEEE Transactions on Pattern Recognition and Machine Intelligence; Vol. 25; No. 2; 200-217; 10.1109/TPAMI.2003.1177152
- Li, Fei Fei and VanRullen, Rufin, et el. (2002) Rapid natural scene categorization in the near absence of attention; Proceedings of the National Academy of Sciences of the United States of America; Vol. 99; No. 14; 9596-9601; PMCID PMC123186; 10.1073/pnas.092277599
- Faugeras, Olivier and Perona, Pietro, et el. (2002) Special issue on partial differential equations in image processing, computer vision, and computer graphics; Journal of Visual Communication and Image Representation; Vol. 13; No. 1-2; 1-2; 10.1006/jvci.2002.0505
- Munich, Mario E. and Perona, Pietro (2002) Visual input for pen-based computers; IEEE Transactions on Pattern Recognition and Machine Intelligence; Vol. 24; No. 3; 313-328; 10.1109/34.990134
- Song, Yang and Goncalves, Luis, et el. (2001) Monocular Perception of Biological Motion in Johansson Displays; Computer Vision and Image Understanding; Vol. 81; No. 3; 303-327; 10.1006/cviu.2000.0890
- Benedetti, A. and Perona, P. (2000) A system for real-time 2-D feature detection based on field programmable gate arrays; Integrated Computer-Aided Engineering; Vol. 7; No. 3; 181-191
- Socher, Gudrun and Sagerer, Gerhard, et el. (2000) Bayesian reasoning on qualitative descriptions from images and speech; Image and Vision Computing; Vol. 18; No. 2; 155-172; 10.1016/S0262-8856(99)00024-4
- Buhmann, Joachim M. and Malik, Jitendra, et el. (1999) Image recognition: Visual grouping, recognition, and learning; Proceedings of the National Academy of Sciences of the United States of America; Vol. 96; No. 25; 14203-14204; PMCID PMC33948; 10.1073/pnas.96.25.14203
- Bouguet, Jean-Yves and Perona, Pietro (1999) 3D photography using shadows in dual-space geometry; International Journal of Computer Vision; Vol. 35; No. 2; 129-149; 10.1023/A:1008124523456
- Soatto, Stefano and Perona, Pietro (1998) Reducing "Structure from Motion": a general framework for dynamic vision. 1. Modeling; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 20; No. 9; 933-942; 10.1109/34.713360
- Soatto, Stefano and Perona, Pietro (1998) Reducing "Structure from Motion": a general framework for dynamic vision. 2. Implementation and experimental assessment; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 20; No. 9; 943-960; 10.1109/34.713361
- Sun, Jennifer and Perona, Pietro (1998) Where is the sun?; Nature Neuroscience; Vol. 1; No. 3; 183-184; 10.1038/630
- Tartagni, Marco and Perona, Pietro (1998) Progress in VLSI optical position-sensitive circuits; Sensors and Actuators A: Physical; Vol. 67; No. 1-3; 109-114; 10.1016/S0924-4247(97)01773-1
- Manduchi, Roberto and Perona, Pietro, et el. (1998) Efficient deformable filter banks; IEEE Transactions on Signal Processing; Vol. 46; No. 4; 1168-1173; 10.1109/78.668570
- Perona, Pietro (1998) Orientation diffusions; IEEE Transactions on Image Processing; Vol. 7; No. 3; 457-467; 10.1109/83.661195
- Burl, Michael C. and Asker, Lars, et el. (1998) Learning to Recognize Volcanoes on Venus; Machine Learning; Vol. 30; No. 2-3; 165-194; 10.1023/A:1007400206189
- Soatto, Stefano and Perona, Pietro (1997) Recursive 3-D visual motion estimation using subspace constraints; International Journal of Computer Vision; Vol. 22; No. 3; 235-259; 10.1023/A:1007930700152
- Sun, Jennifer and Perona, Pietro (1997) Shading and stereo in early perception of shape and reflectance; Perception; Vol. 26; No. 4; 519-529; 10.1068/p260519
- Kube, Paul and Perona, Pietro (1996) Scale-space properties of quadratic feature detectors; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 18; No. 10; 987-999; 10.1109/34.541408
- Manduchi, R. and Perona, P. (1996) Least-squares multirate FIR filters; Electronics Letters; Vol. 32; No. 8; 726-727; 10.1049/el:19960483
- Soatto, Stefano and Frezza, Ruggero, et el. (1996) Motion estimation via dynamic vision; IEEE Transactions on Automatic Control; Vol. 41; No. 3; 393-413; 10.1109/9.486640
- Sun, J. Y. and Perona, P. (1996) Where is the sun?; Investigative ophthalmology & visual science; Vol. 37; No. 3; 4283
- Kolb, F. C. and Weber, M., et el. (1996) Blindsight in normal observers: Pattern discrimination and priming effects.; Investigative Ophthalmology and Visual Science; Vol. 37; No. 3; 5247
- Sun, Jennifer and Perona, Pietro (1996) Early computation of shape and reflectance in the visual system; Nature; Vol. 379; No. 6561; 165-168; 10.1038/379165a0
- Perona, Pietro (1995) Deformable kernels for early vision; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 17; No. 5; 488-499; 10.1109/34.391394
- Sun, J. Y. and Perona, P. (1995) Influence of 3-D Shape Interpretation on Preattentive Popout and 2-D Mechanisms; Investigative Ophthalmology and Visual Science; Vol. 36; No. 4; S902
- Kolb, C. and Perona, P., et el. (1995) Perception of Motion at Different Cortical and Attentional Levels of Processing; Investigative Ophthalmology and Visual Science; Vol. 36; No. 4; S373
- Sun, J. Y. and Mennucci, A. C., et el. (1994) Contour and Scale Influence on Shape Perception from Shading; Investigative Ophthalmology and Visual Science; Vol. 35; No. 4; 1624
- Kolb, C. and Braun, J., et el. (1994) Object segmentation and 3D structure from motion; Investigative ophthalmology & visual science; Vol. 35; No. 4; 1275
- Tartagni, M. and Perona, P. (1993) Computing centroids in current-mode technique; Electronics Letters; Vol. 29; No. 21; 1811-1813
- Sun, Jennifer Y. and Perona, Pietro (1993) Preattentive perception of elementary three-dimensional shapes; Vision Research; Vol. 36; No. 16; 2515-2529; 10.1016/0042-6989(95)00336-3
- Perona, Pietro (1992) Steerable-scalable kernels for edge detection and junction analysis; Image and Vision Computing; Vol. 10; No. 10; 663-372; 10.1016/0262-8856(92)90011-Q
- Perona, P. and Malik, J. (1991) Microbalanced textures are preattentively discriminable; Investigative Ophthalmology and Visual Science; Vol. 32; No. 4; 714
- Perona, Pietro and Malik, Jitendra (1990) Scale-space and edge detection using anisotropic diffusion; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 12; No. 7; 629-639; 10.1109/34.56205
- Malik, Jitendra and Perona, Pietro (1990) Preattentive texture discrimination with early vision mechanisms; Journal of the Optical Society of America A; Vol. 7; No. 5; 923-932