| 2026 | WACV | Diffusion-Based Action Recognition Generalizes to Untrained Domains. | Rogrio Guimares, Frank Xiao, Pietro Perona, Markus Marks |
| 2026 | WACV | SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance. | Suzanne Stathatos, Michael Hobley, Pietro Perona, Markus Marks |
| 2025 | CVPR | Model Diagnosis and Correction via Linguistic and Implicit Attribute Editing. | Xuanbai Chen, Xiang Xu, Zhihua Li, Tianchen Zhao, Pietro Perona, Qin Zhang, Yifan Xing |
| 2025 | ICCV | Is CLIP Ideal? No. Can We Fix It? Yes! | Raphi Kang, Yue Song, Georgia Gkioxari, Pietro Perona |
| 2025 | ICLR | Representational Similarity via Interpretable Visual Concepts. | Neehar Kondapaneni, Oisin Mac Aodha, Pietro Perona |
| 2025 | WACV | A Rapid Test for Accuracy and Bias of Face Recognition Technology. | Manuel Knott, Ignacio Serna, Ethan Mann, Pietro Perona |
| 2025 | WACV | Learning Keypoints for Multi-Agent Behavior Analysis using Self-Supervision. | Daniel Khalil, Christina Liu, Pietro Perona, Jennifer J. Sun, Markus Marks |
| 2025 | WACV | Self-Supervised Incremental Learning of Object Representations from Arbitrary Image Sets. | George Leotescu, Alin-Ionut Popa, Diana Grigore, Daniel Voinea, Pietro Perona |
| 2024 | CVPR | Text-Image Alignment for Diffusion-Based Perception. | Neehar Kondapaneni, Markus Marks, Manuel Knott, Rogrio Guimares, Pietro Perona |
| 2024 | ECCV | A Framework for Efficient Model Evaluation Through Stratification, Sampling, and Estimation. | Riccardo Fogliato, Pratik Patil, Mathew Monfort, Pietro Perona |
| 2023 | CVPR | BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos. | Jennifer J. Sun, Lili Karashchuk, Amil Dravid, Serim Ryou, Sonia Fereidooni, John C. Tuthill, Aggelos K. Katsaggelos, Bingni W. Brunton, Georgia Gkioxari, Ann Kennedy, Yisong Yue, Pietro Perona |
| 2023 | ICCV | Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation. | Hao Liang, Pietro Perona, Guha Balakrishnan |
| 2023 | ICLR | Understanding Label Bias in Single Positive Multi-Label Learning. | Julio Arroyo, Pietro Perona, Elijah Cole |
| 2023 | ICML | Spatial Implicit Neural Representations for Global-Scale Species Mapping. | Elijah Cole, Grant Van Horn, Christian Lange, Alexander Shepard, Patrick Leary, Pietro Perona, Scott Loarie, Oisin Mac Aodha |
| 2023 | ICML | MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior. | Jennifer J. Sun, Markus Marks, Andrew Wesley Ulmer, Dipam Chakraborty, Brian Geuther, Edward Hayes, Heng Jia, Vivek Kumar, Sebastian Oleszko, Zachary Partridge, Milan Peelman, Alice Robie, Catherine E. Schretter, Keith Sheppard, Chao Sun, Param Uttarwar, Julian Morgan Wagner, Erik Werner, Joseph Parker, Pietro Perona, Yisong Yue, Kristin Branson, Ann Kennedy |
| 2022 | CVPR | Multi-Dimensional, Nuanced and Subjective - Measuring the Perception of Facial Expressions. | De'Aira Bryant, Siqi Deng, Nashlie Sephus, Wei Xia, Pietro Perona |
| 2022 | CVPR | Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer. | Yair Kittenplon, Inbal Lavi, Sharon Fogel, Yarin Bar, R. Manmatha, Pietro Perona |
| 2022 | CVPR | Self-Supervised Keypoint Discovery in Behavioral Videos. | Jennifer J. Sun, Serim Ryou, Roni H. Goldshmid, Brandon Weissbourd, John O. Dabiri, David J. Anderson, Ann Kennedy, Yisong Yue, Pietro Perona |
| 2022 | ECCV | Rayleigh EigenDirections (REDs): Nonlinear GAN Latent Space Traversals for Multidimensional Features. | Guha Balakrishnan, Raghudeep Gadde, Aleix Martinez, Pietro Perona |
| 2022 | ECCV | Unsupervised and Semi-supervised Bias Benchmarking in Face Recognition. | Alexandra Chouldechova, Siqi Deng, Yongxin Wang, Wei Xia, Pietro Perona |
| 2022 | ECCV | On Label Granularity and Object Localization. | Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge J. Belongie, Andrew G. Howard, Oisin Mac Aodha |
| 2022 | ECCV | The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting. | Justin Kay, Peter Kulits, Suzanne Stathatos, Siqi Deng, Erik Young, Sara Beery, Grant Van Horn, Pietro Perona |
| 2022 | ECCV | Visual Knowledge Tracing. | Neehar Kondapaneni, Pietro Perona, Oisin Mac Aodha |
| 2021 | CVPR | Sequence-to-Sequence Contrastive Learning for Text Recognition. | Aviad Aberdam, Ron Litman, Shahar Tsiper, Oron Anschel, Ron Slossberg, Shai Mazor, R. Manmatha, Pietro Perona |
| 2021 | CVPR | Multi-Label Learning From Single Positive Labels. | Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic |
| 2021 | CVPR | Task Programming: Learning Data Efficient Behavior Representations. | Jennifer J. Sun, Ann Kennedy, Eric Zhan, David J. Anderson, Yisong Yue, Pietro Perona |
| 2020 | CVPR | Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications. | Biagio Brattoli, Joseph Tighe, Fedor Zhdanov, Pietro Perona, Krzysztof Chalupka |
| 2020 | ECCV | Towards Causal Benchmarking of Bias in Face Analysis Algorithms. | Guha Balakrishnan, Yuanjun Xiong, Wei Xia, Pietro Perona |
| 2020 | WACV | Synthetic Examples Improve Generalization for Rare Classes. | Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Markus Meister, Neel Joshi, Pietro Perona |
| 2019 | ICCV | Task2Vec: Task Embedding for Meta-Learning. | Alessandro Achille, Michael Lam, Rahul Tewari, Avinash Ravichandran, Subhransu Maji, Charless C. Fowlkes, Stefano Soatto, Pietro Perona |
| 2019 | ICCV | Presence-Only Geographical Priors for Fine-Grained Image Classification. | Oisin Mac Aodha, Elijah Cole, Pietro Perona |
| 2019 | ICCV | Anchor Loss: Modulating Loss Scale Based on Prediction Difficulty. | Serim Ryou, Seong-Gyun Jeong, Pietro Perona |
| 2018 | AISTATS | Near-Optimal Machine Teaching via Explanatory Teaching Sets. | Yuxin Chen, Oisin Mac Aodha, Shihan Su, Pietro Perona, Yisong Yue |
| 2018 | BMVC | It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data. | Matteo Ruggero Ronchi, Oisin Mac Aodha, Robert Eng, Pietro Perona |
| 2018 | BMVC | Parsing Pose of People with Interaction. | Serim Ryou, Pietro Perona |
| 2018 | CVPR | Teaching Categories to Human Learners With Visual Explanations. | Oisin Mac Aodha, Shihan Su, Yuxin Chen, Pietro Perona, Yisong Yue |
| 2018 | CVPR | The INaturalist Species Classification and Detection Dataset. | Grant Van Horn, Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun, Alexander Shepard, Hartwig Adam, Pietro Perona, Serge J. Belongie |
| 2018 | CVPR | Lean Multiclass Crowdsourcing. | Grant Van Horn, Steve Branson, Scott Loarie, Serge J. Belongie, Pietro Perona |
| 2018 | CVPR | Context Embedding Networks. | Kun Ho Kim, Oisin Mac Aodha, Pietro Perona |
| 2018 | ECCV | Recognition in Terra Incognita. | Sara Beery, Grant Van Horn, Pietro Perona |
| 2017 | CVPR | Lean Crowdsourcing: Combining Humans and Machines in an Online System. | Steve Branson, Grant Van Horn, Pietro Perona |
| 2017 | CVPR | Seeing into Darkness: Scotopic Visual Recognition. | Bo Chen, Pietro Perona |
| 2017 | ICCV | Benchmarking and Error Diagnosis in Multi-instance Pose Estimation. | Matteo Ruggero Ronchi, Pietro Perona |
| 2017 | ICLR | Learning Recurrent Representations for Hierarchical Behavior Modeling. | Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona |
| 2017 | ICML | A Simple Multi-Class Boosting Framework with Theoretical Guarantees and Empirical Proficiency. | Ron Appel, Pietro Perona |
| 2017 | ICML | Deciding How to Decide: Dynamic Routing in Artificial Neural Networks. | Mason McGill, Pietro Perona |
| 2016 | AISTATS | Multi-Level Cause-Effect Systems. | Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona |
| 2016 | CVPR | Cataloging Public Objects Using Aerial and Street-Level Images - Urban Trees. | Jan Dirk Wegner, Steve Branson, David Hall, Konrad Schindler, Pietro Perona |
| 2016 | UAI | Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data. | Krzysztof Chalupka, Tobias Bischoff, Frederick Eberhardt, Pietro Perona |
| 2015 | BMVC | Describing Common Human Visual Actions in Images. | Matteo Ruggero Ronchi, Pietro Perona |
| 2015 | CVPR | Fine-grained classification of pedestrians in video: Benchmark and state of the art. | David Hall, Pietro Perona |
| 2015 | CVPR | Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection. | Grant Van Horn, Steve Branson, Ryan Farrell, Scott Haber, Jessie Barry, Panos Ipeirotis, Pietro Perona, Serge J. Belongie |
| 2015 | HCOMP | Tropel: Crowdsourcing Detectors with Minimal Training. | Genevieve Patterson, Grant Van Horn, Serge J. Belongie, Pietro Perona, James Hays |
| 2015 | UAI | Visual Causal Feature Learning. | Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt |
| 2014 | ACCV | Reconstructive Sparse Code Transfer for Contour Detection and Semantic Labeling. | Michael Maire, Stella X. Yu, Pietro Perona |
| 2014 | BMVC | Improved Bird Species Recognition Using Pose Normalized Deep Convolutional Nets. | Steve Branson, Grant Van Horn, Pietro Perona, Serge J. Belongie |
| 2014 | BMVC | Hierarchical Cascade of Classifiers for Efficient Poselet Evaluation. | Bo Chen, Pietro Perona, Lubomir D. Bourdev |
| 2014 | CVPR | Active Annotation Translation. | Steve Branson, Kristjan Eldjarn Hjorleifsson, Pietro Perona |
| 2014 | CVPR | From Categories to Individuals in Real Time - A Unified Boosting Approach. | David Hall, Pietro Perona |
| 2014 | CVPR | Similarity Comparisons for Interactive Fine-Grained Categorization. | Catherine Wah, Grant Van Horn, Steve Branson, Subhransu Maji, Pietro Perona, Serge J. Belongie |
| 2014 | ECCV | Distance Estimation of an Unknown Person from a Portrait. | Xavier P. Burgos-Artizzu, Matteo Ruggero Ronchi, Pietro Perona |
| 2014 | ECCV | Detecting Social Actions of Fruit Flies. | Eyrun Eyjolfsdottir, Steve Branson, Xavier P. Burgos-Artizzu, Eric D. Hoopfer, Jonathan Schor, David J. Anderson, Pietro Perona |
| 2014 | ECCV | Online, Real-Time Tracking Using a Category-to-Individual Detector. | David Hall, Pietro Perona |
| 2014 | ECCV | Microsoft COCO: Common Objects in Context. | Tsung-Yi Lin, Michael Maire, Serge J. Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollr, C. Lawrence Zitnick |
| 2013 | BMVC | Merging Pose Estimates Across Space and Time. | Xavier P. Burgos-Artizzu, David Hall, Pietro Perona, Piotr Dollr |
| 2013 | BMVC | Hierarchical Scene Annotation. | Michael Maire, Stella X. Yu, Pietro Perona |
| 2013 | CVPR | A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration. | Peter Welinder, Max Welling, Pietro Perona |
| 2013 | ICCV | Robust Face Landmark Estimation under Occlusion. | Xavier P. Burgos-Artizzu, Pietro Perona, Piotr Dollr |
| 2013 | ICML | Quickly Boosting Decision Trees - Pruning Underachieving Features Early. | Ron Appel, Thomas J. Fuchs, Piotr Dollr, Pietro Perona |
| 2012 | CVPR | Social behavior recognition in continuous video. | Xavier P. Burgos-Artizzu, Piotr Dollr, Dayu Lin, David J. Anderson, Pietro Perona |
| 2012 | WACV | CompactKdt: Compact signatures for accurate large scale object recognition. | Mohamed Aly, Mario E. Munich, Pietro Perona |
| 2011 | BMVC | Distributed Kd-Trees for Ultra Large Scale Object Recognition. | Mohamed Aly, Mario E. Munich, Pietro Perona |
| 2011 | ICCV | Strong supervision from weak annotation: Interactive training of deformable part models. | Steve Branson, Pietro Perona, Serge J. Belongie |
| 2011 | ICCV | Object detection and segmentation from joint embedding of parts and pixels. | Michael Maire, Stella X. Yu, Pietro Perona |
| 2011 | ICCV | Multiclass recognition and part localization with humans in the loop. | Catherine Wah, Steve Branson, Pietro Perona, Serge J. Belongie |
| 2011 | WACV | Indexing in large scale image collections: Scaling properties and benchmark. | Mohamed Aly, Mario E. Munich, Pietro Perona |
| 2010 | BMVC | The Fastest Pedestrian Detector in the West. | Piotr Dollr, Serge J. Belongie, Pietro Perona |
| 2010 | CVPR | Cascaded pose regression. | Piotr Dollr, Peter Welinder, Pietro Perona |
| 2010 | CVPR | Online crowdsourcing: Rating annotators and obtaining cost-effective labels. | Peter Welinder, Pietro Perona |
| 2010 | ECCV | Visual Recognition with Humans in the Loop. | Steve Branson, Catherine Wah, Florian Schroff, Boris Babenko, Peter Welinder, Pietro Perona, Serge J. Belongie |
| 2009 | BMVC | Integral Channel Features. | Piotr Dollr, Zhuowen Tu, Pietro Perona, Serge J. Belongie |
| 2009 | CVPR | Towards automated large scale discovery of image families. | Mohamed Aly, Peter Welinder, Mario E. Munich, Pietro Perona |
| 2009 | CVPR | Pedestrian detection: A benchmark. | Piotr Dollr, Christian Wojek, Bernt Schiele, Pietro Perona |
| 2009 | ICIP | Automatic discovery of image families: Global vs. local features. | Mohamed Aly, Peter Welinder, Mario E. Munich, Pietro Perona |
| 2008 | CVPR | Unsupervised learning of categorical segments in image collections. | Marco Andreetto, Lihi Zelnik-Manor, Pietro Perona |
| 2008 | CVPR | Unsupervised learning of visual taxonomies. | Evgeniy Bart, Ian Porteous, Pietro Perona, Max Welling |
| 2008 | CVPR | Incremental learning of nonparametric Bayesian mixture models. | Ryan Gomes, Max Welling, Pietro Perona |
| 2008 | CVPR | Learning and using taxonomies for fast visual categorization. | Gregory Griffin, Pietro Perona |
| 2008 | CVPR | Entropy-based active learning for object recognition. | Alex Holub, Pietro Perona, Michael C. Burl |
| 2008 | CVPR | A walk through the web's video clips. | Sara Zanetti, Lihi Zelnik-Manor, Pietro Perona |
| 2008 | ECCV | Multiple Component Learning for Object Detection. | Piotr Dollr, Boris Babenko, Serge J. Belongie, Pietro Perona, Zhuowen Tu |
| 2008 | ECCV | A Probabilistic Cascade of Detectors for Individual Object Recognition. | Pierre Moreels, Pietro Perona |
| 2008 | ECCV | Some Objects Are More Equal Than Others: Measuring and Predicting Importance. | Merrielle Spain, Pietro Perona |
| 2008 | ICML | Memory bounded inference in topic models. | Ryan Gomes, Max Welling, Pietro Perona |
| 2007 | CVPR | Fast Terrain Classification Using Variable-Length Representation for Autonomous Navigation. | Anelia Angelova, Larry H. Matthies, Daniel M. Helmick, Pietro Perona |
| 2007 | CVPR | On Constructing Facial Similarity Maps. | Alex Holub, Yun-hsueh Liu, Pietro Perona |
| 2007 | ICCV | Non-Parametric Probabilistic Image Segmentation. | Marco Andreetto, Lihi Zelnik-Manor, Pietro Perona |
| 2007 | ICRA | Learning slip behavior using automatic mechanical supervision. | Anelia Angelova, Larry H. Matthies, Daniel M. Helmick, Pietro Perona |
| 2006 | ICRA | Learning to Predict Slip for Ground Robots. | Anelia Angelova, Larry H. Matthies, Daniel M. Helmick, Gabe Sibley, Pietro Perona |
| 2005 | CVPR | Beyond Pairwise Clustering. | Sameer Agarwal, Jongwoo Lim, Lihi Zelnik-Manor, Pietro Perona, David J. Kriegman, Serge J. Belongie |
| 2005 | CVPR | Pruning Training Sets for Learning of Object Categories. | Anelia Angelova, Yaser S. Abu-Mostafa, Pietro Perona |
| 2005 | CVPR | Hybrid Models for Human Motion Recognition. | Claudio Fanti, Lihi Zelnik-Manor, Pietro Perona |
| 2005 | CVPR | A Sparse Object Category Model for Efficient Learning and Exhaustive Recognition. | Robert Fergus, Pietro Perona, Andrew Zisserman |
| 2005 | CVPR | A Discriminative Framework for Modelling Object Classes. | Alex Holub, Pietro Perona |
| 2005 | CVPR | A Bayesian Hierarchical Model for Learning Natural Scene Categories. | Li Fei-Fei, Pietro Perona |
| 2005 | ICCV | Learning Object Categories from Google's Image Search. | Robert Fergus, Li Fei-Fei, Pietro Perona, Andrew Zisserman |
| 2005 | ICCV | Combining Generative Models and Fisher Kernels for Object Recognition. | Alex Holub, Max Welling, Pietro Perona |
| 2005 | ICCV | Evaluation of Features Detectors and Descriptors Based on 3D Objects. | Pierre Moreels, Pietro Perona |
| 2005 | ICCV | Squaring the Circles in Panoramas. | Lihi Zelnik-Manor, Gabriele Peters, Pietro Perona |
| 2004 | CVPR | Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories. | Li Fei-Fei, Rob Fergus, Pietro Perona |
| 2004 | CVPR | Is Bottom-Up Attention Useful for Object Recognition? | Ueli Rutishauser, Dirk B. Walther, Christof Koch, Pietro Perona |
| 2004 | ECCV | A Visual Category Filter for Google Images. | Robert Fergus, Pietro Perona, Andrew Zisserman |
| 2004 | ECCV | Recognition by Probabilistic Hypothesis Construction. | Pierre Moreels, Michael Maire, Pietro Perona |
| 2004 | ECCV | Recovering Local Shape of a Mirror Surface from Reflection of a Regular Grid. | Silvio Savarese, Min Chen, Pietro Perona |
| 2003 | CVPR | Object Class Recognition by Unsupervised Scale-Invariant Learning. | Robert Fergus, Pietro Perona, Andrew Zisserman |
| 2003 | ICCV | A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories. | Li Fei-Fei, Robert Fergus, Pietro Perona |
| 2002 | ECCV | Local Analysis for 3D Reconstruction of Specular Surfaces - Part II. | Silvio Savarese, Pietro Perona |
| 2001 | CVPR | Local Analysis for 3D Reconstruction of Specular Surfaces. | Silvio Savarese, Pietro Perona |
| 2001 | CVPR | Learning Probabilistic Structure for Human Motion Detection. | Yang Song, Luis Goncalves, Pietro Perona |
| 2001 | ICCV | Shadow Carving. | Silvio Savarese, Holly E. Rushmeier, Fausto Bernardini, Pietro Perona |
| 2000 | CVPR | Towards Detection of Human Motion. | Yang Song, Xiaolin Feng, Pietro Perona |
| 2000 | CVPR | Towards Automatic Discovery of Object Categories. | Markus Weber, Max Welling, Pietro Perona |
| 2000 | ECCV | Monocuolar Perception of Biological Motion - Clutter and Partial Occlusion. | Yang Song, Luis Goncalves, Pietro Perona |
| 2000 | ECCV | Unsupervised Learning of Models for Recognition. | Markus Weber, Max Welling, Pietro Perona |
| 2000 | ICRA | An Intelligent Vision-Only Operator Interface for Dexterous Robots. | Paolo Fiorini, Gene Chalfant, Yuichi Tsumaki, Enrico Di Bernardo, Pietro Perona |
| 1999 | CVPR | What Do Planar Shadows Tell About Scene Geometry?. | Jean-Yves Bouguet, Markus Weber, Pietro Perona |
| 1999 | CVPR | Visual Signature Verification Using Affine Arc-Length. | Mario E. Munich, Pietro Perona |
| 1999 | ICCV | Continuous Dynamic Time Warping for Translation-Invariant Curve Alignment with Applications to Signature Verification. | Mario E. Munich, Pietro Perona |
| 1999 | ICCV | Monocular Perception of Biological Motion - Detection and Labeling. | Yang Song, Luis Goncalves, Enrico Di Bernardo, Pietro Perona |
| 1999 | ISCAS | A novel system architecture for real-time low-level vision. | Arrigo Benedetti, Pietro Perona |
| 1998 | CVPR | Real-Time 2-D Feature Detection on a Reconfigurable Computer. | Arrigo Benedetti, Pietro Perona |
| 1998 | CVPR | Using Hierarchical Shape Models to Spot Keywords in Cursive Handwriting Data. | Michael C. Burl, Pietro Perona |
| 1998 | CVPR | Scene Segmentation from 3D Motion. | Xiaolin Feng, Pietro Perona |
| 1998 | CVPR | Probablistic Affine Invariants for Recognition. | Thomas K. Leung, Michael C. Burl, Pietro Perona |
| 1998 | ECCV | A Probabilistic Approach to Object Recognition Using Local Photometry and Global Geometry. | Michael C. Burl, Markus Weber, Pietro Perona |
| 1998 | ECCV | Camera-Based ID Verification by Signature Tracking. | Mario E. Munich, Pietro Perona |
| 1998 | ECCV | A Factorization Approach to Grouping. | Pietro Perona, William T. Freeman |
| 1998 | ICCV | 3D Photography on Your Desk. | Jean-Yves Bouguet, Pietro Perona |
| 1997 | CVPR | Orientation diffusions. | Pietro Perona |
| 1996 | CVPR | Recognition of Planar Object Classes. | Michael C. Burl, Pietro Perona |
| 1996 | CVPR | Motion from fixation. | Stefano Soatto, Pietro Perona |
| 1996 | CVPR | Reducing "structure from motion". | Stefano Soatto, Pietro Perona |
| 1996 | ICIP | Visual input for pen-based computers. | Mario E. Munich, Pietro Perona |
| 1996 | ICPR | Monocular tracking of the human arm in 3D: real-time implementation and experiments. | Enrico Di Bernardo, Luis Goncalves, Pietro Perona |
| 1996 | ICPR | Visual input for pen-based computers. | Mario E. Munich, Pietro Perona |
| 1995 | ICCV | Monocular Tracking of the Human Arm in 3D. | Enrico Di Bernardo, Luis Goncalves, Enrico Ursella, Pietro Perona |
| 1995 | ICCV | Visual Navigation Using a Single Camera. | Jean-Yves Bouguet, Pietro Perona |
| 1995 | ICCV | Finding Faces in Cluttered Scenes Using Labeled Random Graph Matching. | Thomas K. Leung, Michael C. Burl, Pietro Perona |
| 1995 | ICCV | Dynamic Rigid Motion Estimation from Weak Perspective. | Stefano Soatto, Pietro Perona |
| 1995 | ICIP | Pyramidal implementation of deformable kernels. | Roberto Manduchi, Pietro Perona |
| 1995 | ICIP | Visual motion estimation from point features: unified view. | Stefano Soatto, Pietro Perona |
| 1994 | CVPR | Automating the hunt for volcanoes on Venus. | Michael C. Burl, Usama M. Fayyad, Pietro Perona, Padhraic Smyth |
| 1994 | CVPR | Overcomplete steerable pyramid filters and rotation invariance. | Hayit Greenspan, Serge J. Belongie, Rodney M. Goodman, Pietro Perona, Subrata Rakshit, Charles H. Anderson |
| 1994 | CVPR | X-Y separable pyramid steerable scalable kernels. | Douglas Shy, Pietro Perona |
| 1994 | ECCV | Scale-space Properties of Quadratic Edge Detectors. | Paul Kube, Pietro Perona |
| 1994 | ECCV | Motion Estimation on the Essential Manifold. | Stefano Soatto, Ruggero Frezza, Pietro Perona |
| 1994 | ICIP | Automated Analysis of Radar Imagery of Venus: Handling Lack of Ground Truth. | Michael C. Burl, Usama M. Fayyad, Pietro Perona, Padhraic Smyth |
| 1994 | ICIP | Diffusion Networks for On-Chip Image Contrast Normalization. | Pietro Perona, Marco Tartagni |
| 1994 | ICIP | Dynamic Visual Motion Estimation from Subspace Constraints. | Stefano Soatto, Pietro Perona |
| 1994 | ICIP | Recursive Estimation of Camera Motion from Uncalibrated Image Sequences. | Stefano Soatto, Pietro Perona |
| 1994 | ICPR | Rotation invariant texture recognition using a steerable pyramid. | Hayit Greenspan, Serge J. Belongie, Rodney M. Goodman, Pietro Perona |
| 1994 | KDD | Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth. | Padhraic Smyth, Michael C. Burl, Usama M. Fayyad, Pietro Perona |
| 1993 | CVPR | Recursive motion and structure estimation with complete error characterization. | Stefano Soatto, Pietro Perona, Ruggero Frezza, Giorgio Picci |
| 1992 | ECCV | Boundary Detection in Piecewise Homogeneous Textured Images. | Stefano Casadei, Sanjoy K. Mitter, Pietro Perona |
| 1992 | ECCV | Steerable-Scalable Kernels for Edge Detection and Junction Analysis. | Pietro Perona |
| 1991 | CVPR | Deformable kernels for early vision. | Pietro Perona |
| 1990 | ICCV | Detecting and localizing edges composed of steps, peaks and roofs. | Pietro Perona, Jitendra Malik |
| 1989 | CVPR | A computational model of texture segmentation. | Jitendra Malik, Pietro Perona |