Perona, Pietro

Article from CaltechAUTHORS

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Tavares, Gabriela and Perona, Pietro, el al. (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, el al. (2017) Causal Feature Learning: An Overview; Behaviormetrika; Vol. 44; No. 1; 137-164; 10.1007/s41237-016-0008-2
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Chalupka, Krzysztof and Perona, Pietro, el al. (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, el al. (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
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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, el al. (2014) How Food Controls Aggression in Drosophila; PLoS ONE; Vol. 9; No. 8; Art. No. e105626; PMCID PMC4146546; 10.1371/journal.pone.0105626
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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., el al. (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
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Perona, Pietro (2013) Progress in Visual Categorization; Communications of the ACM; Vol. 56; No. 9; 96; 10.1145/2500468.2500480
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Appel, Ron and Fuchs, Thomas, el al. (2013) Quickly Boosting Decision Trees - Pruning Underachieving Features Early; Proceedings of Machine Learning Research; Vol. 28; 594-602
Bryan, Ronnie and Perona, Pietro, el al. (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
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Dollár, Piotr and Wojek, Christian, el al. (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
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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, el al. (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, el al. (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
Navalpakkam, Vidhya and Koch, Christof, el al. (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
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., el al. (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
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Navalpakkam, Vidhya and Koch, Christof, el al. (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, el al. (2008) Objects predict fixations better than early saliency; Journal of Vision; Vol. 8; No. 14; 1-26; 10.1167/8.14.18
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Freeman, William and Perona, Pietro, el al. (2008) Guest Editorial; International Journal of Computer Vision; Vol. 77; No. 1-3; 1; 10.1007/s11263-008-0127-7
Wang, Liming and Dankert, Heiko, el al. (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, el al. (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
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Angelova, Anelia and Matthies, Larry, el al. (2007) Learning and prediction of slip from visual information; Journal of Field Robotics; Vol. 24; No. 3; 205-231
Fergus, R. and Perona, P., el al. (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
Li, Fei Fei and Iyer, Asha, el al. (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
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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
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Faugeras, Olivier and Perona, Pietro, el al. (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, el al. (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
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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
Buhmann, Joachim M. and Malik, Jitendra, el al. (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. 2. Implementation and experimental assessment; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 20; No. 9; 943-960; 10.1109/34.713361
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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, el al. (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
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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, el al. (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., el al. (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
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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
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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