Perona, Pietro

Combined from CaltechAUTHORS

• Israel, Uriah and Marks, Markus, et el. (2024) A Foundation Model for Cell Segmentation; bioRvix; 2023.11.17.567630; PMCID PMC10690226; 10.1101/2023.11.17.567630
• 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
• Liang, Hao and Perona, Pietro, et el. (2023) Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation; ISBN 979-8-3503-0718-4; 2023 IEEE/CVF International Conference on Computer Vision (ICCV); 4954-4964; 10.1109/iccv51070.2023.00459
• Sun, Jennifer J. and Ulmer, Andrew, et el. (2022) The MABe22 Benchmarks for Representation Learning of Multi-Agent Behavior; 10.48550/arXiv.2207.10553
• Feng, Qianli and Shah, Viraj, et el. (2022) Near Perfect GAN Inversion; 10.48550/arXiv.2202.11833
• Kondapaneni, Neehar and Perona, Pietro, et el. (2022) Visual Knowledge Tracing; 10.48550/arXiv.2207.10157
• Cole, Elijah and Wilber, Kimberly, et el. (2022) On Label Granularity and Object Localization; 10.48550/arXiv.2207.10225
• Kay, Justin and Kulits, Peter, et el. (2022) The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting; 10.48550/arXiv.2207.09295
• Sun, Jennifer J. and Karashchuk, Pierre, et el. (2022) BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos; 10.48550/arXiv.2212.07401
• Beery, Sara and Cole, Elijah, et el. (2022) Species Distribution Modeling for Machine Learning Practitioners: A Review; 10.48550/arXiv.2107.10400
• Balakrishnan, Guha and Gadde, Raghudeep, et el. (2022) Rayleigh EigenDirections (REDs): GAN latent space traversals for multidimensional features; 10.48550/arXiv.2201.10423
• Ryou, Serim and Perona, Pietro (2022) Weakly Supervised Keypoint Discovery; 10.48550/arXiv.2109.13423
• Sun, Jennifer J. and Ryou, Serim, et el. (2022) Self-Supervised Keypoint Discovery in Behavioral Videos; 10.48550/arXiv.2112.05121
• Kittenplon, Yair and Lavi, Inbal, et el. (2022) Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer; 10.48550/arXiv.2202.05508
• 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
• Zhang, Tony and Rosenberg, Matthew, et el. (2021) Endotaxis: A Universal Algorithm for Mapping, Goal-Learning, and Navigation; 10.1101/2021.09.24.461751
• 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
• Sun, Jennifer J. and Kennedy, Ann, et el. (2021) Task Programming: Learning Data Efficient Behavior Representations; ISBN 978-1-6654-4509-2; 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR); 2875-2884; 10.1109/CVPR46437.2021.00290
• Cole, Elijah and Aodha, Oisin Mac, et el. (2021) Multi-Label Learning from Single Positive Labels; ISBN 978-1-6654-4509-2; 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR); 933-942; 10.1109/cvpr46437.2021.00099
• Aberdam, Aviad and Litman, Ron, et el. (2021) Sequence-to-Sequence Contrastive Learning for Text Recognition; ISBN 978-1-6654-4509-2; 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR); 15297-15307; 10.1109/CVPR46437.2021.01505
• Sun, Jennifer J. and Karigo, Tomomi, et el. (2021) The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions; 10.48550/arXiv.2104.02710
• Singh, Chandan and Balakrishnan, Guha, et el. (2021) Matched sample selection with GANs for mitigating attribute confounding; 10.48550/arXiv.2103.13455
• 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
• Kondapaneni, N. and Perona, P. (2021) A Number Sense as an Emergent Property of the Manipulating Brain; 10.48550/arXiv.2012.04132
• Balakrishnan, G. and Xiong, Y., et el. (2021) Towards causal benchmarking of bias in face analysis algorithms; 10.48550/arXiv.2007.06570
• Liu, Yang and Perona, Pietro, et el. (2020) PanDA: Panoptic Data Augmentation; 10.48550/arXiv.1911.12317
• Beery, Sara and Mac Aodha, Oisin, et el. (2020) The iWildCam 2018 Challenge Dataset; 10.48550/arXiv.1904.05986
• Beery, Sara and Morris, Dan, et el. (2020) The iWildCam 2019 Challenge Dataset; 10.48550/arXiv.1907.07617
• Brattoli, Biagio and Tighe, Joseph, et el. (2020) Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications; 10.48550/arXiv.2003.01455
• Chidambaram, Bhairav and McGill, Mason, et el. (2020) HMM-guided frame querying for bandwidth-constrained video search; 10.48550/arXiv.2001.00057
• 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
• Beery, Sara and Liu, Yang, et el. (2020) Synthetic Examples Improve Generalization for Rare Classes; ISBN 978-1-7281-6553-0; 2020 IEEE Winter Conference on Applications of Computer Vision (WACV); 852-862; 10.1109/WACV45572.2020.9093570
• Hunziker, Anette and Chen, Yuxin, et el. (2019) Teaching Multiple Concepts to Forgetful Learners; 10.48550/arXiv.1805.08322
• Mac Aodha, Oisin and Cole, Elijah, et el. (2019) Presence-Only Geographical Priors for Fine-Grained Image Classification; ISBN 9781728148038; 2019 IEEE/CVF International Conference on Computer Vision (ICCV); 9595-9605; 10.1109/iccv.2019.00969
• Achille, Alessandro and Lam, Michael, et el. (2019) Task2Vec: Task Embedding for Meta-Learning; ISBN 9781728148038; 2019 IEEE/CVF International Conference on Computer Vision (ICCV); 6429-6438; 10.1109/iccv.2019.00653
• 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
• Chalupka, Krzysztof and Eberhardt, Frederick, et el. (2019) Estimating Causal Direction and Confounding of Two Discrete Variables; 10.48550/arXiv.1611.01504
• Van Horn, Grant and Perona, Pietro (2019) The Devil is in the Tails: Fine-grained Classification in the Wild; 10.48550/arXiv.1709.01450
• Qiao, Mu and Zhang, Tony, et el. (2018) Mouse Academy: high-throughput automated training and trial-by-trial behavioral analysis during learning; 10.1101/467878
• 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
• Ronchi, Matteo Ruggero and Mac Aodha, Oisin, et el. (2018) It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data; 10.48550/arXiv.1805.06880
• 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
• 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
• 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
• Chalupka, Krzysztof and Perona, Pietro, et el. (2018) Fast Conditional Independence Test for Vector Variables with Large Sample Sizes; 10.48550/arXiv.1804.02747
• 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
• Welinder, Peter and Perona, Pietro (2018) Systems and methods for distributed data annotation
• Welinder, Peter and Perona, Pietro (2018) Systems and methods for the determining annotator performance in the distributed annotation of source data
• 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
• 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
• Su, Shihan and Chen, Yuxin, et el. (2017) Interpretable Machine Teaching via Feature Feedback
• Perona, Pietro and Branson, Steven J., et el. (2017) System and Method for Locating and Performing Fine Grained Classification from Multi-View Image Data
• 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
• 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
• Welinder, Peter and Perona, Pietro (2017) Systems and methods for labeling source data using confidence labels
• 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 (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
• Eyjolfsdottir, Eyrun and Branson, Kristin, et el. (2017) Learning recurrent representations for hierarchical behavior modeling; 10.48550/arXiv.1611.00094
• 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
• Hong, Weizhe and Anderson, David J., et el. (2017) Systems and Methods for Behavior Detection Using 3D Tracking and Machine Learning
• 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
• 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
• Appel, Ron and Burgos-Artizzu, Xavier P., et el. (2016) Improved Multi-Class Cost-Sensitive Boosting via Estimation of the Minimum-Risk Class
• 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 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
• 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
• 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) 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
• 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
• 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
• 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
• 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
• 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
• 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
• Hall, David C. and Perona, Pietro (2014) Online, Real-Time Tracking Using a Category-to-Individual Detector
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• Hall, David C. and Perona, Pietro (2014) From Categories to Individuals in Real Time — A Unified Boosting Approach
• 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
• 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
• 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
• 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
• Perona, Pietro (2013) Progress in Visual Categorization; Communications of the ACM; Vol. 56; No. 9; 96; 10.1145/2500468.2500480
• 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
• 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
• 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
• 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
• 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
• 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)
• Gomes, Ryan and Welinder, Peter, et el. (2012) Crowdclustering; ISBN 9781618395993; Advances in Neural Information Processing Systems 24 (NIPS 2011); 558-566
• 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
• 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
• 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
• 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
• Welinder, Peter and Branson, Steve, et el. (2011) Caltech-UCSD Birds 200
• 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
• Wah, Catherine and Branson, Steve, et el. (2011) The Caltech-UCSD Birds-200-2011 Dataset
• 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
• 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
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• 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
• 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
• Munich, Mario E. and Perona, Pietro (1999) Continuous dynamic time warping for translation-invariant curve alignment with applications to signature verification; ISBN 0-7695-0164-8; Proceedings of the Seventh IEEE International Conference on Computer Vision; 108-115; 10.1109/ICCV.1999.791205
• Song, Yang and Goncalves, Luis, et el. (1999) Monocular Perception of Biological Motion - Detection and Labeling; ISBN 0-7695-0164-8; 1999 Proceedings of the Seventh IEEE International Conference on Computer Vision; 805-812; 10.1109/ICCV.1999.790304
• 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
• 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
• 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
• Sun, Jennifer and Perona, Pietro (1998) Where is the sun?; Nature Neuroscience; Vol. 1; No. 3; 183-184; 10.1038/630
• 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
• Burl, Michael C. and Weber, Markus, et el. (1998) A probabilistic approach to object recognition using local photometry and global geometry; ISBN 9783540646136; Computer Vision — ECCV'98; 628-641; 10.1007/bfb0054769
• Munich, Mario E. and Perona, Pietro (1998) Camera-based ID Verification by Signature Tracking; ISBN 978-3-540-64569-6; Computer Vision — ECCV'98; 782-796; 10.1007/BFb0055704
• 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
• 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
• 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
• 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
• 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 (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
• 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
• 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
• 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
• Bouguet, Jean-Yves and Perona, Pietro (1998) 3D photography on your desk; ISBN 81-7319-221-9; Sixth International Conference on Computer Vision; 43-50; 10.1109/ICCV.1998.710699
• Perona, P. and Freeman, W. (1998) A factorization approach to grouping; ISBN 978-3-540-64569-6; Computer Vision — ECCV'98; 655-670; 10.1007/bfb0055696
• Bouguet, Jean-Yves and Perona, Pietro (1998) 3D photography using shadows; ISBN 978-960-7620-06-4; 9th European Signal Processing Conference (EUSIPCO 1998)
• Perona, Pietro (1997) Orientation diffusions; ISBN 0-7803-4236-4; 1997 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Proceedings; 710-716; 10.1109/CVPR.1997.609404
• 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
• Munich, Mario E. and Perona, Pietro (1996) Visual Input for Pen-Based Computers; ISBN 0-7803-3259-8; Proceedings International Conference on Image Processing, 1996; 173-176; 10.1109/ICIP.1996.560630
• Munich, Mario E. and Perona, Pietro (1996) Visual input for pen-based computers; ISBN 0-8186-7282-X; Proceedings of the 13th International Conference on Pattern Recognition, 1996; 33-37; 10.1109/ICPR.1996.546790
• Di Bernardo, Enrico and Goncalves, Luis, et el. (1996) Monocular tracking of the human arm in 3D: real-time implementation and experiments; 10.1109/ICPR.1996.547021
• 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
• 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
• Sun, Jennifer Y. and Perona, Pietro (1996) Where is the Sun?
• 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
• 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
• Soatto, Stefano and Perona, Pietro (1996) Reducing "Structure From Motion": a General Framework for Dynamic Vision - Part 1: Modeling
• 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
• Soatto, Stefano and Perona, Pietro (1996) Reducing "Structure From Motion": a General Framework for Dynamic Vision - Part 2: Experimental Evaluation
• 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
• Manduchi, Roberto and Perona, Pietro (1995) Pyramidal Implementation of Deformable Kernels; ISBN 0-7803-3122-2; Proceedings 1995 International Conference on Image Processing; 378-381; 10.1109/ICIP.1995.529725
• Soatto, Stefano and Perona, Pietro (1995) Visual motion estimation from point features: Unified view; ISBN 0-8186-7310-9; Proceedings 1995 International Conference on Image Processing; 21-24; 10.1109/ICIP.1995.537570
• 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
• Burl, M. C. and Leung, T. K., et el. (1995) Face Localization via Shape Statistics
• 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
• 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
• 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
• Soatto, Stefano and Perona, Pietro (1995) Depth from Brightness of Moving Images
• Soatto, Stefano and Perona, Pietro (1995) Motion from "X" by Compensating "Y"
• 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
• Soatto, Stefano and Perona, Pietro (1995) Motion from Fixation
• 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
• Smyth, Padhraic and Fayyad, Usama, et el. (1995) Inferring Ground Truth from Subjective Labelling of Venus Images; ISBN 0-262-20104-6; Advances in Neural Information Processing Systems 7; 1085-1092
• Soatto, Stefano and Perona, Pietro (1995) Visual motion estimation from point features: Unified view; ISBN 0-8186-7310-9; Proceedings, International Conference on Image Processing, 1995; 21-24; 10.1109/ICIP.1995.537570
• Soatto, Stefano and Perona, Pietro, et el. (1994) Motion Estimation via Dynamic Vision; ISBN 0-7803-1968-0; Proceedings of 1994 33rd IEEE Conference on Decision and Control; 3253-3258; 10.1109/CDC.1994.411641
• Soatto, Stefano and Perona, Pietro (1994) 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
• 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
• Perona, Pietro and Tartagni, Marco (1994) Diffusion networks for on-chip image contrast normalization; ISBN 0-8186-6952-7; 1994 Proceedings IEEE International Conference on Image Processing (ICIP-94); 1-5; 10.1109/ICIP.1994.413263
• Burl, M. C. and Fayyad, Usama M., et el. (1994) Automated analysis of radar imagery of Venus: handling lack of ground truth; ISBN 0-8186-6952-7; 1994 IEEE International Conference on Image Processing, Proceedings (ICIP-94); 236-240; 10.1109/ICIP.1994.413852
• Soatto, Stefano and Perona, Pietro (1994) 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
• Greenspan, H. and Belongie, S., et el. (1994) Rotation Invariant Texture Recognition Using a Steerable Pyramid; ISBN 0-8186-6270-0; Proceedings of the 12th IAPR International Conference on Pattern Recognition; 162-167; 10.1109/ICPR.1994.576896
• Soatto, S. and Perona, P. (1994) Structure-Independent Visual Motion Control of the Essential Manifold; ISBN 0080422276; Proceedings of the IFAC Symposium on Robot Control (SYROCO '94); 869-876
• Shy, Douglas and Perona, Pietro (1994) X-Y separable pyramid steerable scalable kernels; 10.1109/CVPR.1994.323835
• Burl, M. C. and Fayyad, U. M., et el. (1994) Automating the Hunt for Volcanoes on Venus; ISBN 0-8186-5825-8; Proceedings 1994 IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 302-309; 10.1109/CVPR.1994.323844
• Soatto, Stefano and Perona, Pietro (1994) On the Exact Linearization of Structure From Motion
• 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
• 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
• 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
• 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
• Soatto, Stefano and Perona, Pietro (1994) Observability/Identifiability of Rigid Motion under Perspective Projection; 10.1109/CDC.1994.411638
• Soatto, Stefano and Perona, Pietro (1994) Robust and Efficient Recovery of Rigid Motion from Subspace Constraints Solved using Recursive Identification of Nonlinear Implicit Systems
• Kolb, C. and Braun, J., et el. (1994) Object segmentation and 3D structure from motion; Investigative ophthalmology & visual science; Vol. 35; No. 4; 1275
• Soatto, Stefano and Frezza, Ruggero, et el. (1994) Dynamic Estimation of Rigid Motion from Perspective Views via Recursive Identification of Exterior Differential Systems with Parameters on a Topological Manifold
• Soatto, Stefano and Frezza, Ruggero, et el. (1994) Recursive Estimation of Camera Motion from Uncalibrated Image Sequences
• Soatto, Stefano and Perona, Pietro (1994) Three Dimensional Transparent Structure Segmentation and Multiple 3D Motion Estimation from Monocular Perspective Image Sequences
• 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, M. and Perona, P. (1993) Computing centroids in current-mode technique; Electronics Letters; Vol. 29; No. 21; 1811-1813
• Tartagni, Marco and Perona, Pietro (1993) A Current-Mode Position Sensitive Circuit
• 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
• 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; Image and Vision Computing; Vol. 10; No. 10; 663-372; 10.1016/0262-8856(92)90011-Q
• 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, 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) 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, 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
• 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