P. Perona

发表

G. Griffin, Alex Holub, P. Perona, 2007 .

What do we perceive in a glance of a real-world scene?

P. Perona, Li Fei-Fei, Asha Iyer, 2007, Journal of vision.

Teaching Multiple Concepts to a Forgetful Learner

Andreas Krause, Pietro Perona, Yisong Yue, 2018, NeurIPS.

Rapid natural scene categorization in the near absence of attention

P. Perona, C. Koch, R. VanRullen, 2002, Proceedings of the National Academy of Sciences of the United States of America.

Microsoft COCO: Common Objects in Context

Pietro Perona, Serge J. Belongie, Deva Ramanan, 2014, ECCV.

Mutual Boosting for Contextual Inference

Pietro Perona, Michael Fink, P. Perona, 2003, NIPS.

Face Localization via Shape Statistics

P. Perona, M. Burl, T. Leung, 1995 .

Mutual Boost ing for Contextual Inference

P. Perona, Michael Fink, 2003 .

The Fastest Pedestrian Detector in the West

Pietro Perona, Serge J. Belongie, Piotr Dollár, 2010, BMVC.

Some Objects Are More Equal Than Others: Measuring and Predicting Importance

Pietro Perona, Merrielle Spain, P. Perona, 2008, ECCV.

Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories

Pietro Perona, Fei-Fei Li, Rob Fergus, 2004, 2004 Conference on Computer Vision and Pattern Recognition Workshop.

Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories

Pietro Perona, Fei-Fei Li, Rob Fergus, 2004, 2004 Conference on Computer Vision and Pattern Recognition Workshop.

A Trainable Tool for Finding Small volcanoes in SAR Imagery of Venus

P. Perona, Padhraic Smyth, M. Burl, 1994 .

Learning object categories from Google's image search

Pietro Perona, Fei-Fei Li, Andrew Zisserman, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

One-shot learning of object categories

Pietro Perona, Fei-Fei Li, Rob Fergus, 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Overcomplete steerable pyramid filters and rotation invariance

Pietro Perona, Hayit Greenspan, Serge J. Belongie, 1994, 1994 Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

The Caltech-UCSD Birds-200-2011 Dataset

Pietro Perona, Steve Branson, Catherine Wah, 2011 .

A Bayesian approach to unsupervised one-shot learning of object categories

Pietro Perona, Fei-Fei Li, Rob Fergus, 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

DARPA Technical Paper: Team Caltech

Pietro Perona, Joel W. Burdick, Lyudmil Antonov, 2005 .

Weakly Supervised Scale-Invariant Learning of Models for Visual Recognition

Pietro Perona, Andrew Zisserman, Rob Fergus, 2007, International Journal of Computer Vision.

Graph-Based Visual Saliency

Pietro Perona, Christof Koch, Jonathan Harel, 2006, NIPS.

A Bayesian hierarchical model for learning natural scene categories

Pietro Perona, Fei-Fei Li, P. Perona, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Pedestrian Detection: An Evaluation of the State of the Art

Pietro Perona, Bernt Schiele, Christian Wojek, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

The Multidimensional Wisdom of Crowds

Pietro Perona, Steve Branson, Peter Welinder, 2010, NIPS.

Object class recognition by unsupervised scale-invariant learning

Pietro Perona, Andrew Zisserman, Rob Fergus, 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

A Probabilistic Approach to Object Recognition Using Local Photometry and Global Geometry

Pietro Perona, Markus Weber, Michael C. Burl, 1998, ECCV.

Unsupervised Learning of Models for Recognition

Pietro Perona, Max Welling, Markus Weber, 2000, ECCV.

A discriminative framework for modelling object classes

Pietro Perona, Alex Holub, Alex Holub, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Visual Causal Feature Learning

Pietro Perona, Frederick Eberhardt, Krzysztof Chalupka, 2014, UAI.

A sparse object category model for efficient learning and exhaustive recognition

Pietro Perona, Andrew Zisserman, Rob Fergus, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Towards automatic discovery of object categories

Pietro Perona, Max Welling, Markus Weber, 2000, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662).

Detecting and localizing edges composed of steps

P. Perona, Jitendra Malik, 1990 .

A Visual Category Filter for Google Images

Pietro Perona, Andrew Zisserman, Rob Fergus, 2004, ECCV.

Pedestrian detection: A benchmark

Pietro Perona, Bernt Schiele, Christian Wojek, 2009, CVPR.

Finding faces in cluttered scenes using random labeled graph matching

Michael C. Burl, Thomas Leung, Pietro Perona, 1995, Proceedings of IEEE International Conference on Computer Vision.

A Sparse Object Category Model for Efficient Learning and Complete Recognition

Pietro Perona, Andrew Zisserman, Rob Fergus, 2006, Toward Category-Level Object Recognition.

Bootstrapping Fine-Grained Classifiers : Active Learning with a Crowd in the Loop

Serge J. Belongie, P. Perona, James Hays, 2013 .

Integral Channel Features

Pietro Perona, Zhuowen Tu, Serge J. Belongie, 2009, BMVC.

A walk through the web’s video clips

Pietro Perona, Lihi Zelnik-Manor, Sara Zanetti, 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

Strong supervision from weak annotation: Interactive training of deformable part models

Pietro Perona, Steve Branson, Serge J. Belongie, 2011, 2011 International Conference on Computer Vision.

Rotation invariant texture recognition using a steerable pyramid

Pietro Perona, Hayit Greenspan, Serge J. Belongie, 1994, Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5).

Measuring and Predicting Importance of Objects in Our Visual World

Pietro Perona, Merrielle Spain, P. Perona, 2007 .

Efficient deformable filter banks

Roberto Manduchi, Pietro Perona, Douglas Shy, 1998, IEEE Trans. Signal Process..

A Bayesian approach to unsupervised one-shot learning of object categories

Pietro Perona, Li Fei-Fei, Rob Fergus, 2003, ICCV 2003.

Preattentive texture discrimination with early vision mechanisms.

P Perona, J Malik, P. Perona, 1990, Journal of the Optical Society of America. A, Optics and image science.

Discriminative Clustering by Regularized Information Maximization

Andreas Krause, Pietro Perona, Ryan Gomes, 2010, NIPS.

Recognition of planar object classes

Pietro Perona, Michael C. Burl, P. Perona, 1996, Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Pruning training sets for learning of object categories

Pietro Perona, Yaser S. Abu-Mostafa, Anelia Angelova, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Detecting and localizing edges composed of steps, peaks and roofs

Jitendra Malik, Pietro Perona, P. Perona, 1990, [1990] Proceedings Third International Conference on Computer Vision.

Learning and using taxonomies for fast visual categorization

Pietro Perona, Gregory Griffin, G. Griffin, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Combining generative models and Fisher kernels for object recognition

Pietro Perona, Max Welling, Alex Holub, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

Viewpoint-invariant learning and detection of human heads

Pietro Perona, Max Welling, Markus Weber, 2000, Proceedings Fourth IEEE International Conference on Automatic Face and Gesture Recognition (Cat. No. PR00580).

Unsupervised learning of models for object recognition

Pietro Perona, Michael Weber, P. Perona, 2000 .

Finding Faces in Cluttered Scenes Using Labeled Random Graph Matching.

Michael C. Burl, Thomas Leung, Pietro Perona, 1995, ICCV 1995.

Motion estimation via dynamic vision

P. Perona, Stefano Soatto, G. Picci, 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

Improved Bird Species Recognition Using Pose Normalized Deep Convolutional Nets

Pietro Perona, Steve Branson, Serge J. Belongie, 2014, BMVC.

Online crowdsourcing: Rating annotators and obtaining cost-effective labels

Pietro Perona, Peter Welinder, P. Perona, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.

Objects predict fixations better than early saliency.

P. Perona, W. Einhäuser, Merrielle Spain, 2008, Journal of vision.

Interpretable Machine Teaching via Feature Feedback

Pietro Perona, Yisong Yue, Oisin Mac Aodha, 2017 .

Deformable kernels for early vision

Pietro Perona, P. Perona, 1991, Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Automating the hunt for volcanoes on Venus

Pietro Perona, Padhraic Smyth, Usama M. Fayyad, 1994, 1994 Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

Probabilistic affine invariants for recognition

Pietro Perona, Thomas K. Leung, Michael C. Burl, 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

A Factorization Approach to Grouping

Pietro Perona, William T. Freeman, P. Perona, 1998, ECCV.

Is bottom-up attention useful for object recognition?

Pietro Perona, Christof Koch, Ueli Rutishauser, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

Motion estimation via dynamic vision

P. Perona, Stefano Soatto, R. Frezza, 1996, IEEE Trans. Autom. Control..

Object Recognition , Computer Vision , and the Caltech 101 : A Response to Pinto

P. Perona, 2010 .

High-throughput Ethomics in Large Groups of Drosophila

Pietro Perona, Kristin Branson, Michael Dickinson, 2009, Nature Methods.

Subhransu Maji, Pietro Perona, Steve Branson, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Shadow Carving

Pietro Perona, Silvio Savarese, Holly E. Rushmeier, 2001, ICCV.

Anisotropic diffusion processes in early vision

P. Perona, 1989, Sixth Multidimensional Signal Processing Workshop,.

Preattentive Perception of Elementary Three-dimensional Shapes

P. Perona, Jennifer Sun, 1996, Vision Research.

Inferring Ground Truth from Subjective Labelling of Venus Images

Pietro Perona, Pierre Baldi, Padhraic Smyth, 1994, NIPS.

Recognition by Probabilistic Hypothesis Construction

Pietro Perona, Michael Maire, Pierre Moreels, 2004, ECCV.

Decoding Ventromedial Hypothalamic Neural Activity during Male Mouse Aggression

David J. Anderson, Annegret L. Falkner, P. Perona, 2014, The Journal of Neuroscience.

Vision of a Visipedia

Pietro Perona, P. Perona, 2010, Proceedings of the IEEE.

The iNaturalist Species Classification and Detection Dataset

Yang Song, Chen Sun, Pietro Perona, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Fast Terrain Classification Using Variable-Length Representation for Autonomous Navigation

Pietro Perona, Larry H. Matthies, Daniel M. Helmick, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Social behavior recognition in continuous video

Pietro Perona, Xavier P. Burgos-Artizzu, Piotr Dollár, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Functional identification of an aggression locus in the mouse hypothalamus

David J. Anderson, P. Perona, E. Lein, 2010, Nature.

Why does natural scene categorization require little attention? Exploring attentional requirements for natural and synthetic stimuli

P. Perona, Li Fei-Fei, C. Koch, 2005 .

X-Y separable pyramid steerable scalable kernels

P. Perona, Doug Shy, 1994, 1994 Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

Merging Pose Estimates Across Space and Time

Pietro Perona, Xavier P. Burgos-Artizzu, Piotr Dollár, 2013, BMVC.

Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection

Pietro Perona, Panagiotis G. Ipeirotis, Steve Branson, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Towards detection of human motion

Yang Song, Pietro Perona, Xiaolin Feng, 2000, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662).

Reconstructive Sparse Code Transfer for Contour Detection and Semantic Labeling

Pietro Perona, Stella X. Yu, Michael Maire, 2014, ACCV.

Shadow carving

P. Perona, S. Savarese, H. Rushmeier, 2001, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001.

Visual Identification by Signature Tracking

Pietro Perona, Mario E. Munich, P. Perona, 2003, IEEE Trans. Pattern Anal. Mach. Intell..

Incremental learning of nonparametric Bayesian mixture models

Pietro Perona, Max Welling, Ryan Gomes, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Distributed Kd-Trees for Retrieval from Very Large Image Collections

Pietro Perona, Mario E. Munich, Mohamed Aly, 2011 .

Visual methods for three-dimensional modeling

P. Perona, J. Bouguet, 1999 .

Hybrid models for human motion recognition

Pietro Perona, Lihi Zelnik-Manor, Claudio Fanti, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Evaluation of Features Detectors and Descriptors based on 3D Objects

Pietro Perona, Pierre Moreels, P. Perona, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

Reducing "Structure From Motion": A General Framework for Dynamic Vision Part 2: Implementation and Experimental Assessment

Pietro Perona, Stefano Soatto, P. Perona, 1998, IEEE Trans. Pattern Anal. Mach. Intell..

Structure From Visual Motion as a Nonlinear Observation Problem

P. Perona, Stefano Soatto, R. Frezza, 1995 .

Three dimensional transparent structure segmentation and multiple 3D motion estimation from monocular perspective image sequences

P. Perona, Stefano Soatto, 1994, Proceedings of 1994 IEEE Workshop on Motion of Non-rigid and Articulated Objects.

Recursive 3-D Visual Motion Estimation Using Subspace Constraints

P. Perona, Stefano Soatto, 1997, International Journal of Computer Vision.

Boundary Detection in Piecewise Homogeneous Textured Images

Pietro Perona, Sanjoy K. Mitter, Stefano Casadei, 1992, ECCV.

Bird Species Categorization Using Pose Normalized Deep Convolutional Nets pdf

Pietro Perona, Steve Branson, Serge J. Belongie, 2014, ArXiv.

Robust Face Landmark Estimation under Occlusion

Pietro Perona, Xavier P. Burgos-Artizzu, Piotr Dollár, 2013, 2013 IEEE International Conference on Computer Vision.

Monocular tracking of the human arm in 3D

Pietro Perona, Luis Goncalves, Enrico Di Bernardo, 1995, Proceedings of IEEE International Conference on Computer Vision.

Primitives for Human Motion: a Dynamical Approach

P. Perona, D. Vecchio, R. Murray, 2002 .

Reach out and touch space (motion learning)

Pietro Perona, Luis Goncalves, Enrico Di Bernardo, 1998, Proceedings Third IEEE International Conference on Automatic Face and Gesture Recognition.

Human action recognition by sequence of movelet codewords

Pietro Perona, Xiaolin Feng, P. Perona, 2002, Proceedings. First International Symposium on 3D Data Processing Visualization and Transmission.

Early computation of shape and reflectance in the visual system

Pietro Perona, Jennifer Sun, P. Perona, 1996, Nature.

Entropy-based active learning for object recognition

Pietro Perona, Alex Holub, Michael C. Burl, 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

Scaling object recognition: Benchmark of current state of the art techniques

Pietro Perona, Peter Welinder, Mohamed Aly, 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops.

Quantized response times are a signature of a neuronal bottleneck in decision

Pietro Perona, P. Perona, 2014, Front. Comput. Neurosci..

Bag of Words for Large Scale Object Recognition - Properties and Benchmark

Pietro Perona, Mohamed Aly, Mario E. Munich, 2011, VISAPP.

Near-Optimal Machine Teaching via Explanatory Teaching Sets

Pietro Perona, Yisong Yue, Oisin Mac Aodha, 2018, AISTATS.

A Current-Mode Position Sensitive Circuit

Pietro Perona, Marco Tartagni, P. Perona, 1993, ESSCIRC '93: Nineteenth European Solid-State Circuits Conference.

Movemes for Modeling Biological Motion Perception

Pietro Perona, Luis Goncalves, Enrico Di Bernardo, 2004 .

Bayesian reasoning on qualitative descriptions from images and speech

Pietro Perona, Gerhard Sagerer, Gudrun Socher, 2000, Image Vis. Comput..

Evaluation of Features Detectors and Descriptors Based on 3D Objects

Pietro Perona, Pierre Moreels, P. Perona, 2005, ICCV.

Generalized regressive motion: a visual cue to collision

Pietro Perona, Krzysztof Chalupka, Michael Dickinson, 2015, bioRxiv.

A Simple Strategy for Detecting Moving Objects during Locomotion Revealed by Animal-Robot Interactions

Francisco A. Zabala, P. Perona, M. Dickinson, 2012, Current Biology.

Towards open ended learning: budgets, model selection, and representation

Pietro Perona, Ryan G. Gomes, P. Perona, 2011 .

A computational model of texture segmentation

Jitendra Malik, Pietro Perona, P. Perona, 1989, Proceedings CVPR '89: IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Non-Parametric Probabilistic Image Segmentation

Pietro Perona, Lihi Zelnik-Manor, Marco Andreetto, 2007, 2007 IEEE 11th International Conference on Computer Vision.

Self-Tuning Spectral Clustering

Pietro Perona, Lihi Zelnik-Manor, P. Perona, 2004, NIPS.

Where is the sun?

P. Perona, Jennifer Sun, 1998, Nature Neuroscience.

Automatic recognition of biological particles in microscopic images

Pietro Perona, Marc'Aurelio Ranzato, Yann LeCun, 2007, Pattern Recognit. Lett..

Learning recurrent representations for hierarchical behavior modeling pdf

Pietro Perona, Yisong Yue, Kristin Branson, 2016, ICLR.

Toward a Science of Computational Ethology

David J. Anderson, P. Perona, D. Anderson, 2014, Neuron.

On Constructing Facial Similarity Maps

Pietro Perona, Alex Holub, Yun-hsueh Liu, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Structure-independent visual motion control on the essential manifold

P. Perona, Stefano Soatto, 1994 .

Reducing "Structure From Motion": a General Framework for Dynamic Vision - Part 2: Experimental Evaluation

P. Perona, Stefano Soatto, 1996 .

A probabilistic approach to human motion detection and labeling

P. Perona, Yang Song, 2003 .

A network for multiscale image segmentation

Jitendra Malik, Pietro Perona, P. Perona, 1988, 1988., IEEE International Symposium on Circuits and Systems.

Unsupervised Learning of Human Motion

Yang Song, Pietro Perona, Luis Goncalves, 2003, IEEE Trans. Pattern Anal. Mach. Intell..

Recognition in Terra Incognita

Pietro Perona, Grant Van Horn, Sara Beery, 2018, ECCV.

Orientation Diiusions

P. Perona, 1999 .

Integral Channel Features - Addendum

Serge J. Belongie, Piotr Dollár, P. Perona, 2009 .

Tachykinin-Expressing Neurons Control Male-Specific Aggressive Arousal in Drosophila

Pietro Perona, David J. Anderson, Eric D. Hoopfer, 2014, Cell.

Perspective Distortion from Interpersonal Distance Is an Implicit Visual Cue for Social Judgments of Faces

Pietro Perona, Ralph Adolphs, P. Perona, 2012, PloS one.

Implementation of Deformable Filter Banks

P. Perona, R. Manduchi, Doug Shy, 1997 .

Semi-supervised learning and recognition of object classes

R. Fergus, P. Perona, Andrew Zisserman, 2004 .

Automated measurement of mouse social behaviors using depth sensing, video tracking, and machine learning

David J. Anderson, P. Perona, Moriel Zelikowsky, 2015, Proceedings of the National Academy of Sciences.

Computational Neuroethology: A Call to Action

David J. Anderson, S. R. Datta, Andrew M Leifer, 2019, Neuron.

Monocular perception of biological motion in

P. Perona, Yang Song, E. Bernardo, 2001 .

utomated multi-day tracking of marked mice for the analysis of ocial behaviour

P. Perona, Shay Ohayon, Adam L. Taylor, 2013 .

Two Different Forms of Arousal in Drosophila Are Oppositely Regulated by the Dopamine D1 Receptor Ortholog DopR via Distinct Neural Circuits

David J. Anderson, P. Perona, F. W. Wolf, 2009, Neuron.

Explorer Segmentation Propagation in ImageNet

P. Perona, A. Fitzgibbon, C. Schmid, 2012 .

Camera Calibration from Points and Lines in Dual-space Geometry

Pietro Perona, P. Perona, J. Bouguet, 2007 .

Quantifying synergistic information

Pietro Perona, Christof Koch, Virgil Griffith, 2014 .

UvA-DARE (Digital Academic Repository) A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration A Lazy Man’s Approach to Benchmarking: Semisupervised Classiﬁer Evaluation and Recalibration

P. Perona, M. Welling, 2013 .

Recursive Motion Estimation on the Essential Manifold

P. Perona, Stefano Soatto, R. Frezza, 1993 .

Behavioral Responses to a Repetitive Visual Threat Stimulus Express a Persistent State of Defensive Arousal in Drosophila

David J. Anderson, P. Perona, W. Gibson, 2015, Current Biology.

Behavioral responses to a repetitive shadow stimulus express a persistent state of defensive arousal in Drosophila

David J. Anderson, P. Perona, Panna Felsen, 2015 .

Homo economicus in visual search.

Pietro Perona, Christof Koch, Vidhya Navalpakkam, 2009, Journal of vision.

PRIMITIVES FOR HUMANMOTION : A DYNAMICAL APPROACH

P. Perona, D. Vecchio, R. Murray, 2011 .

Speed Versus Accuracy in Visual Search: Optimal Performance and Neural Implementations

P. Perona, Bo Chen, 2017 .

Self-Supervised Keypoint Discovery in Behavioral Videos

Jennifer J. Sun, P. Perona, Yisong Yue, 2021, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Pedestrian detection: A benchmark

B. Schiele, Piotr Dollár, P. Perona, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Multirate separable implementation of steerable filter banks

P. Perona, R. Manduchi, 1998, ISCAS '98. Proceedings of the 1998 IEEE International Symposium on Circuits and Systems (Cat. No.98CH36187).

Combining principal component techniques and psychological spaces to find perceptually similar faces

Pietro Perona, Andrew Zisserman, Mark Everingham, 2005 .

Unsupervised learning of object classes from natural scenes

Pietro Perona, Max Welling, Michael Weber, 2010 .

Proceedings, Part II, of the 12th European Conference on Computer Vision --- ECCV 2012 - Volume 7573

Cordelia Schmid, Andrew W. Fitzgibbon, Pietro Perona, 2012 .

Proceedings of the 12th European conference on Computer Vision - Volume Part I

Cordelia Schmid, Andrew W. Fitzgibbon, Pietro Perona, 2012 .

A Computational Model Of Texture Segmentation

Jitendra Malik, Pietro Perona, P. Perona, 1988, Twenty-Second Asilomar Conference on Signals, Systems and Computers.

51-Preajttentive texture discrimination with early vision

P. Perona, Jitendra Malik, J. Malik, 2004 .

Invariant Texture Recognition Using a Steerable Pyramid

Serge J. Belongie, P. Perona, H. Greenspan, 1994 .

Orientation diffusions

Pietro Perona, P. Perona, 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Recursive Mot ion Est irnat ion on the Essential Manifold *

P. Perona, Stefano Soatto, R. Frezza, 2022 .

How Food Controls Aggression in Drosophila

David J. Anderson, P. Perona, Eyrun Eyjolfsdottir, 2014, PloS one.

Dynamic Estimation of Rigid Motion from Perspective Views via Recursive Identification of Exterior Differential Systems with Parameters on a Topological Manifold

P. Perona, Stefano Soatto, R. Frezza, 1994 .

Motion from " X " by Compensating CCY , , *

P. Perona, Stefano Soatto, 1995 .

Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics

Olivier D. Faugeras, Pietro Perona, Guillermo Sapiro, 2002, Journal of Visual Communication and Image Representation.

Call for Papers: Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics

Olivier D. Faugeras, Pietro Perona, Guillermo Sapiro, 2000, J. Vis. Commun. Image Represent..

Multi-Dimensional, Nuanced and Subjective – Measuring the Perception of Facial Expressions

De'Aira G. Bryant, Nashlie H. Sephus, P. Perona, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Contextual Object Detection Using Set-Based Classiﬁcation

P. Perona, A. Fitzgibbon, S. Lazebnik, 2012 .

Learning animal social behavior from trajectory features

David J. Anderson, P. Perona, Steve Branson, 2012 .

Distributed Kd-Trees for Ultra Large Scale Object Recognition

Pietro Perona, Mohamed Aly, Mario E. Munich, 2011, BMVC.

A neural framework for visual attention

Pietro Perona, Christof Koch, Rufin VanRullen, 2010 .

What do we see when we glance at a scene

Pietro Perona, Li Fei-Fei, Christof Koch, 2004 .

Detection of objects in natural scenes with minimal or no attention

Pietro Perona, Christof Koch, Rufin VanRullen, 2010 .

Natural scene categorization in the near absence of attention: further explorations

Pietro Perona, Christof Koch, Rufin VanRullen, 2010 .

Pedestrian detection: A benchmark

B. Schiele, Piotr Dollár, P. Perona, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Depth from Brightness of Moving Images

P. Perona, Stefano Soatto, 1995 .

What, when and how of target detection in visual search

Pietro Perona, Vidhya Navalpakkam, P. Perona, 2010 .

Technical Perspective Seeing the Trees, the Forest, and Much More

Pietro Perona, P. Perona, 2010 .

Far and Yet Close: Multiple Viewpoints for the Perfect Portrait

Pietro Perona, P. Perona, 2013 .

Change detection and visual classification: two sides of the same coin

Pietro Perona, Qi Zhao, Mason McGill, 2016 .

Modeling Subjective Uncertainty in Image Annotation

Pietro Perona, Padhraic Smyth, Usama M. Fayyad, 1996, Advances in Knowledge Discovery and Data Mining.

A taxonomy of visual recognition

Pietro Perona, P. Perona, 2004, VMV.

A new perspective on portraiture

Pietro Perona, P. Perona, 2010 .

Monocular tracking of the human arm in 3D

Pietro Perona, Luis Goncalves, E. Di Bernardo, 1995, Proceedings of IEEE International Conference on Computer Vision.

Training machines to improve species identification using GBIF-mediated datasets

Pietro Perona, Adam Hartwig, Serge J. Belongie, 2019 .

INAUGURAL ARTICLE by a Recently Elected Academy Member:A common genetic target for environmental and heritable influences on aggressiveness in Drosophila

Pietro Perona, David J. Anderson, Heiko Dankert, 2008 .

Optimal reward harvesting in complex perceptual

Pietro Perona, Christof Koch, Antonio Rangel, 2010 .

Object segmentation and 3D structure from motion

Pietro Perona, J. Braun, C. Kolb, 1994 .

On creating facial similarity spaces

Pietro Perona, Alex Holub, Yun-hsueh Liu, 2010 .

Trainable Cataloging for Digital Image Libraries with Applications to Volcano Detection

Pietro Perona, Padhraic Smyth, U. M. Fayyad, 1995 .

Matched sample selection with GANs for mitigating attribute confounding pdf

Pietro Perona, Guha Balakrishnan, Chandan Singh, 2021, ArXiv.

Robust and Efficient Recovery of Rigid Motion from Subspace Constraints Solved using Recursive Identification of Nonlinear Implicit Systems

P. Perona, Stefano Soatto, 1994 .

Edinburgh Research Explorer Segmentation Propagation in ImageNet

P. Perona, A. Fitzgibbon, C. Schmid, 2018 .

A New Geometrical Interpretation of Trilinear Constraints

P. Perona, J. Bouguet, X. Feng, 2000 .

Visual Knowledge Tracing

Oisin Mac Aodha, P. Perona, U. Edinburgh, 2022, ECCV.

The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting

Grant Van Horn, P. Perona, Sara Beery, 2022, ECCV.

PanDA: Panoptic Data Augmentation

P. Perona, M. Meister, Yang Liu, 2019, ArXiv.

The MABe22 Benchmarks for Representation Learning of Multi-Agent Behavior

Jennifer J. Sun, Keith S. Sheppard, P. Perona, 2022, ArXiv.

UvA-DARE (Digital Academic Repository) A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration

P. Perona, M. Welling, 2013 .

Endotaxis: A neuromorphic algorithm for mapping, goal-learning, navigation, and patrolling

P. Perona, M. Meister, M. Rosenberg, 2022, bioRxiv.

Visual Knowledge Tracing

Oisin Mac Aodha, P. Perona, Neehar Kondapaneni, 2022, ECCV.

On Label Granularity and Object Localization

Xuan S. Yang, Grant Van Horn, Oisin Mac Aodha, 2022, ECCV.

Can we see the shape of a mirror

P. Perona, S. Savarese, F. Li, 2010 .

Unsupervised and Semi-supervised Bias Benchmarking in Face Recognition

P. Perona, A. Chouldechova, Yongxin Wang, 2022, ECCV.

The Ignorant Led by the Blind: A Hybrid Human–Machine Vision System for Fine-Grained Categorization

Serge J. Belongie, Grant Van Horn, P. Perona, 2014, International Journal of Computer Vision.

Orientation diffusions

P. Perona, 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Tropel: Crowdsourcing Detectors with Minimal Training

Pietro Perona, Serge J. Belongie, Grant Van Horn, 2015, HCOMP.

Bootstrapping Fine-Grained Classifiers : Active Learning with a Crowd in the Loop

Serge J. Belongie, Grant Van Horn, P. Perona, 2013 .

Intrinsic gradient networks

Pietro Perona, Matthew Cook, Jason Tyler Rolfe, 2012 .

It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data

Pietro Perona, Matteo Ruggero Ronchi, Oisin Mac Aodha, 2018, BMVC.

Fast Feature Pyramids for Object Detection

Pietro Perona, Serge J. Belongie, Serge Belongie, 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Automated image-based tracking and its application in ecology.

Pietro Perona, Kristin Branson, Iain D Couzin, 2014, Trends in ecology & evolution.

Recursive motion and structure estimation with complete error characterization

Pietro Perona, Stefano Soatto, Ruggero Frezza, 1993, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

Hybrid Generative-Discriminative Visual Categorization

Pietro Perona, Max Welling, Alex Holub, 2008, International Journal of Computer Vision.

Optimal reward harvesting in complex perceptual environments

Pietro Perona, Christof Koch, Vidhya Navalpakkam, 2010, Proceedings of the National Academy of Sciences.

Predicting response time and error rates in visual search

Pietro Perona, Bo Chen, Vidhya Navalpakkam, 2011, NIPS.

The Attentional Drift Diffusion Model of Simple Perceptual Decision-Making

Pietro Perona, Antonio Rangel, P. Perona, 2017, Front. Neurosci..

Quickly Boosting Decision Trees - Pruning Underachieving Features Early

Pietro Perona, Thomas J. Fuchs, Piotr Dollár, 2013, ICML.

The Mouse Action Recognition System (MARS) software pipeline for automated analysis of social behaviors in mice

Pietro Perona, Cristina Segalin, Ann Kennedy, 2020, bioRxiv.

Automated monitoring and analysis of social behavior in Drosophila

Pietro Perona, David J Anderson, David J. Anderson, 2009, Nature Methods.

Author response: Mice in a labyrinth show rapid learning, sudden insight, and efficient exploration

P. Perona, M. Meister, M. Rosenberg, 2021 .

Multi-Level Cause-Effect Systems

Pietro Perona, Frederick Eberhardt, Krzysztof Chalupka, 2015, AISTATS.

Squaring the circle in panoramas

P. Perona, L. Zelnik-Manor, G. Peters, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration

Pietro Perona, Peter Welinder, Max Welling, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Semisupervised Classifier Evaluation and Recalibration pdf

Pietro Perona, Max Welling, Peter Welinder, 2012, ArXiv.

Hybrid human-machine vision systems: image annotation using crowds, experts and machines

Pietro Perona, Peter Welinder, P. Perona, 2012 .

Sleep spindle detection: crowdsourcing and evaluating performance of experts, non-experts, and automated methods

Pietro Perona, Peter Welinder, Poul Jennum, 2014, Nature Methods.

Probabilistic coarse-to-fine object recognition

Pietro Perona, Pierre Moreels, P. Perona, 2005 .

Two Different Forms of Arousal in Drosophila are Independently and Oppositely Regulated by the Dopamine D1 Receptor DopR via Distinct Neural Circuits

David J. Anderson, P. Perona, Heiko Dankert, 2013 .

Detecting Social Actions of Fruit Flies

Jonathan Schor, Pietro Perona, Xavier P. Burgos-Artizzu, 2014, ECCV.

Selective visual attention enables learning and recognition of multiple objects in cluttered scenes

Pietro Perona, Christof Koch, Ueli Rutishauser, 2005, Comput. Vis. Image Underst..

On the usefulness of attention for object recognition

Pietro Perona, Christof Koch, Ueli Rutishauser, 2004 .

The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions pdf

Pietro Perona, Yisong Yue, Ann Kennedy, 2021, NeurIPS Datasets and Benchmarks.

BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos

Bingni W. Brunton, Jennifer J. Sun, P. Perona, 2022, ArXiv.

Steerable-scalable kernels for edge detection and junction analysis

Pietro Perona, P. Perona, 1992, Image Vis. Comput..

Presence-Only Geographical Priors for Fine-Grained Image Classification

Pietro Perona, Elijah Cole, Oisin Mac Aodha, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Multiclass recognition and part localization with humans in the loop

Pietro Perona, Steve Branson, Catherine Wah, 2011, 2011 International Conference on Computer Vision.

Motion from fixation

Pietro Perona, Stefano Soatto, P. Perona, 1996, Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

System-Theoretic Aspects of Dynamic Vision

Pietro Perona, Stefano Soatto, Giorgio Picci, 1995 .

Mouse Academy: high-throughput automated training and trial-by-trial behavioral analysis during learning

Pietro Perona, Cristina Segalin, Markus Meister, 2018 .

Crowdclustering

Pietro Perona, Peter Welinder, Andreas Krause, 2011, NIPS.

Mice in a labyrinth show rapid learning, sudden insight, and efficient exploration

P. Perona, M. Meister, M. Rosenberg, 2021, eLife.

Deciding How to Decide: Dynamic Routing in Artificial Neural Networks pdf

Pietro Perona, Mason McGill, P. Perona, 2017, ICML.

Speed versus accuracy in visual search: Optimal performance and neural architecture.

Pietro Perona, Bo Chen, P. Perona, 2015, Journal of vision.

Introduction to Mathematical aspects of computer vision

Jitendra Malik, Pietro Perona, P. Perona, 1999 .

Unsupervised Learning of Categorical Segments in Image Collections

Pietro Perona, Lihi Zelnik-Manor, Marco Andreetto, 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

From Google Maps to a Fine-Grained Catalog of Street trees pdf

Pietro Perona, Konrad Schindler, Steve Branson, 2019, ArXiv.

Cascaded pose regression

Pietro Perona, Peter Welinder, Piotr Dollár, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Computer Vision in the Operating Room: Opportunities and Caveats

Marco A. Zenati, Pietro Perona, Antonio Torralba, 2021, IEEE Transactions on Medical Robotics and Bionics.

Unsupervised Organization of Image Collections: Taxonomies and Beyond

Pietro Perona, Max Welling, Evgeniy Bart, 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Caltech-UCSD Birds 200

Pietro Perona, Takeshi Mita, Steve Branson, 2010 .

Learning and prediction of slip from visual information

Pietro Perona, Larry H. Matthies, Daniel M. Helmick, 2007, J. Field Robotics.

A linearized framework and a new benchmark for model selection for fine-tuning pdf

Pietro Perona, Stefano Soatto, Hao Li, 2021, ArXiv.

Cataloging Public Objects Using Aerial and Street-Level Images — Urban Trees

Pietro Perona, Jan Dirk Wegner, Konrad Schindler, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications

Pietro Perona, Biagio Brattoli, Krzysztof Chalupka, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Unsupervised Learning of Human Motion Models

Yang Song, Pietro Perona, Luis Goncalves, 2001, NIPS.

Scene segmentation from 3D motion

Pietro Perona, Xiaolin Feng, P. Perona, 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

Vision of a Visipedia This paper envisions bringing together the knowhow and hard work of computer vision researchers into an online tool to form a repository of human understanding of visual imagery.

Pietro Perona, P. Perona, 2010 .

Synthetic Examples Improve Generalization for Rare Classes

Pietro Perona, Dan Morris, Ashish Kapoor, 2019, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Beyond pairwise clustering

Pietro Perona, Lihi Zelnik-Manor, David J. Kriegman, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Grouping and dimensionality reduction by locally linear embedding

Pietro Perona, Marzia Polito, P. Perona, 2001, NIPS.

The Devil is in the Tails: Fine-grained Classification in the Wild pdf

Pietro Perona, Grant Van Horn, P. Perona, 2017, ArXiv.

Task2Vec: Task Embedding for Meta-Learning

Subhransu Maji, Pietro Perona, Stefano Soatto, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners

Pietro Perona, Yisong Yue, Adish Singla, 2018, NeurIPS.

Multi-Label Learning from Single Positive Labels

Nebojsa Jojic, Pietro Perona, Dan Morris, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Sequence-to-Sequence Contrastive Learning for Text Recognition pdf

Pietro Perona, R. Manmatha, Aviad Aberdam, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer

P. Perona, Sharon Fogel, R. Manmatha, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Active Annotation Translation

Pietro Perona, Steve Branson, Kristjan Eldjarn Hjorleifsson, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

3D Reconstruction by Shadow Carving: Theory and Practical Evaluation

Pietro Perona, Silvio Savarese, Holly E. Rushmeier, 2007, International Journal of Computer Vision.

Visual Recognition with Humans in the Loop

Pietro Perona, Steve Branson, Catherine Wah, 2010, ECCV.

Towards causal benchmarking of bias in face analysis algorithms

Pietro Perona, Guha Balakrishnan, Wei Xia, 2020, ECCV.

Anchor Loss: Modulating Loss Scale Based on Prediction Difficulty

Seong-Gyun Jeong, Pietro Perona, Serim Ryou, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Benchmarking and Error Diagnosis in Multi-instance Pose Estimation

Pietro Perona, Matteo Ruggero Ronchi, P. Perona, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Learning to Recognize Volcanoes on Venus

Pietro Perona, Padhraic Smyth, Usama M. Fayyad, 1998, Machine Learning.

Scale-Space Properties of Quadratic Feature Detectors

Pietro Perona, Paul Kube, P. Perona, 1996, IEEE Trans. Pattern Anal. Mach. Intell..

Scale-space Properties of Quadratic Edge Detectors

Pietro Perona, Paul Kube, P. Perona, 1994, ECCV.

Boundary detection using quadratic filters: performance criteria and experimental assessment

Jitendra Malik, Pietro Perona, P. Perona, 1992, Defense, Security, and Sensing.

Finding Boundaries in Images

Jitendra Malik, Pietro Perona, P. Perona, 1990, 1990 Conference Record Twenty-Fourth Asilomar Conference on Signals, Systems and Computers, 1990..

Lean Crowdsourcing: Combining Humans and Machines in an Online System

Pietro Perona, Steve Branson, Grant Van Horn, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Mice in a labyrinth: Rapid learning, sudden insight, and efficient exploration

Pietro Perona, Markus Meister, Matthew Rosenberg, 2021, bioRxiv.

STRUCTURE FROM VISUAL MOTION AS A NONLINEAR OBSERVATION PROBLEM 11Research sponsored by NSF NYI Award, NSF ERC in Neuromorphic Systems Engineering at Caltech, ONR grant N00014-93-1-0990.

Pietro Perona, Stefano Soatto, R. Frezza, 1995 .

Motion Estimation on the Essential Manifold

Pietro Perona, Stefano Soatto, Ruggero Frezza, 1994, ECCV.

Visual signature verification using affine arc-length

P. Perona, Mario E. Munich, M.E. Munich, 1999, Proceedings. 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No PR00149).

Learning to predict slip for ground robots

Pietro Perona, Larry H. Matthies, Gabe Sibley, 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

3D Photography Using Shadows in Dual-Space Geometry

Pietro Perona, Jean-Yves Bouguet, P. Perona, 1999, International Journal of Computer Vision.

Near Perfect GAN Inversion

P. Perona, Raghudeep Gadde, Viraj Shah, 2022, ArXiv.

Lean Multiclass Crowdsourcing

Pietro Perona, Steve Branson, Serge J. Belongie, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

3D photography on your desk

Pietro Perona, Jean-Yves Bouguet, P. Perona, 1998, Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271).

Teaching Multiple Concepts to Forgetful Learners pdf

Pietro Perona, Yisong Yue, Yuxin Chen, 2018, ArXiv.

Automatic Extraction of Facial Action Codes

P. Perona, P. Perona, Y. Yacoob, 2001 .

Computer Vision – ECCV 2012

Cordelia Schmid, Yoichi Sato, Pietro Perona, 2012, Lecture Notes in Computer Science.

Image recognition: visual grouping, recognition, and learning.

P Perona, J Malik, J M Buhmann, 1999, Proceedings of the National Academy of Sciences of the United States of America.

Distance Estimation of an Unknown Person from a Portrait

Pietro Perona, Xavier P. Burgos-Artizzu, Matteo Ruggero Ronchi, 2014, ECCV.

Multiple Component Learning for Object Detection

Pietro Perona, Zhuowen Tu, Boris Babenko, 2008, ECCV.

Face identification in the near-absence of spatial attention

P. Perona, C. Koch, L. Reddy, 2010 .

Geocoding of trees from street addresses and street-level images pdf

Pietro Perona, Jan Dirk Wegner, Nico Lang, 2020, ISPRS Journal of Photogrammetry and Remote Sensing.

Unsupervised learning of visual taxonomies

Pietro Perona, Max Welling, Evgeniy Bart, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Camera-Based ID Verification by Signature Tracking

Pietro Perona, Mario E. Munich, P. Perona, 1998, ECCV.

Visual input for pen-based computers

Pietro Perona, Mario E. Munich, P. Perona, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Monocular tracking of the human arm in 3D: real-time implementation and experiments

Pietro Perona, Luis Goncalves, Enrico Di Bernardo, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Visual navigation using a single camera

Pietro Perona, Jean-Yves Bouguet, P. Perona, 1995, Proceedings of IEEE International Conference on Computer Vision.

Dynamic visual motion estimation from subspace constraints

Pietro Perona, Stefano Soatto, P. Perona, 1994, Proceedings of 1st International Conference on Image Processing.

On the Exact Linearization of Structure From Motion

Pietro Perona, Stefano Soatto, P. Perona, 1994 .

Task Programming: Learning Data Efficient Behavior Representations pdf

Pietro Perona, Yisong Yue, Ann Kennedy, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Continuous dynamic time warping for translation-invariant curve alignment with applications to signature verification

Pietro Perona, Mario E. Munich, P. Perona, 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.

Weakly Supervised Keypoint Discovery pdf

Pietro Perona, Serim Ryou, P. Perona, 2021, ArXiv.

Causal feature learning: an overview

P. Perona, Krzysztof Chalupka, F. Eberhardt, 2017 .

Local Shape from Mirror Reflections

Min Chen, Pietro Perona, Silvio Savarese, 2005, International Journal of Computer Vision.

What do reflections tell us about the shape of a mirror?

Silvio Savarese, Pietro Perona, Fei-Fei Li, 2004, APGV '04.

Recovering Local Shape of a Mirror Surface from Reflection of a Regular Grid

Min Chen, Pietro Perona, Silvio Savarese, 2004, ECCV.

Second order local analysis for 3D reconstruction of specular surfaces

Min Chen, Pietro Perona, Silvio Savarese, 2002, Proceedings. First International Symposium on 3D Data Processing Visualization and Transmission.

Local analysis for 3D reconstruction of specular surfaces

P. Perona, S. Savarese, 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

The iNaturalist Challenge 2017 Dataset pdf

Yang Song, Pietro Perona, Serge J. Belongie, 2017, ArXiv.

Slip Prediction Using Visual Information

Pietro Perona, Larry H. Matthies, Daniel M. Helmick, 2006, Robotics: Science and Systems.

BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos

Bingni W. Brunton, Jennifer J. Sun, P. Perona, 2022, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Learning slip behavior using automatic mechanical supervision

Pietro Perona, Larry H. Matthies, Daniel M. Helmick, 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

Unsupervised clustering for google searches of celebrity images

Pietro Perona, Alex Holub, Pierre Moreels, 2008, 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition.

HIERARCHICAL BEHAVIOR MODELING

P. Perona, Yisong Yue, K. Branson, 2017 .

Learning probabilistic structure for human motion detection

Yang Song, Pietro Perona, Luis Goncalves, 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

Learning Object Categories From Internet Image Searches

Pietro Perona, Fei-Fei Li, Andrew Zisserman, 2010, Proceedings of the IEEE.

Object detection and segmentation from joint embedding of parts and pixels

Pietro Perona, Stella X. Yu, Michael Maire, 2011, 2011 International Conference on Computer Vision.

Indexing in large scale image collections: Scaling properties and benchmark

Pietro Perona, Mohamed Aly, Mario E. Munich, 2011, 2011 IEEE Workshop on Applications of Computer Vision (WACV).

Searching large-scale image collections

Pietro Perona, Mohamed Aly, P. Perona, 2011 .

Rayleigh EigenDirections (REDs): GAN latent space traversals for multidimensional features

Pietro Perona, Guha Balakrishnan, Raghudeep Gadde, 2022, ArXiv.

Rayleigh EigenDirections (REDs): Nonlinear GAN Latent Space Traversals for Multidimensional Features

Aleix M. Martinez, P. Perona, Raghudeep Gadde, 2022, European Conference on Computer Vision.

Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation

P. Perona, Guha Balakrishnan, Hao Liang, 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV).

Detecting Motion through Dynamic Refraction

Pietro Perona, Yoav Y. Schechner, Marina Alterman, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

DDT: Deep Driving Tree for Proactive Planning in Interactive Scenarios

Pietro Perona, Masaki Okamoto, Abdelaziz Khiat, 2018, 2018 21st International Conference on Intelligent Transportation Systems (ITSC).

Online, Real-Time Tracking Using a Category-to-Individual Detector

Pietro Perona, David Hall, P. Perona, 2014, ECCV.

Seeing into Darkness: Scotopic Visual Recognition

Pietro Perona, Bo Chen, P. Perona, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Vision without the Image

Pietro Perona, Bo Chen, P. Perona, 2016, Sensors.

Confidence Intervals for Error Rates in Matching Tasks: Critical Review and Recommendations

Pratik V. Patil, P. Perona, Riccardo Fogliato, 2023, ArXiv.

Hierarchical Scene Annotation

Pietro Perona, Stella X. Yu, Michael Maire, 2013, BMVC.

Teaching Categories to Human Learners with Visual Explanations

Pietro Perona, Yisong Yue, Oisin Mac Aodha, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

From Categories to Individuals in Real Time -- A Unified Boosting Approach

Pietro Perona, David Hall, P. Perona, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Learning Object Categories From Internet Image Searches This paper shows how the results returned by an image search engine can be used to construct models from Internet images and use them for object recognition.

Pietro Perona, Andrew Zisserman, Rob Fergus, 2010 .

Decomposition of human motion into dynamics-based primitives with application to drawing tasks

Pietro Perona, Richard M. Murray, Domitilla Del Vecchio, 2003, Autom..

CompactKdt: Compact signatures for accurate large scale object recognition

Pietro Perona, Mohamed Aly, Mario E. Munich, 2012, 2012 IEEE Workshop on the Applications of Computer Vision (WACV).

MULTIPLE DICTIONARIES FOR BAG OFWORDS LARGE SCALE IMAGE SEARCH

Pietro Perona, Mohamed Aly, Mario E. Munich, 2011 .

Endotaxis: A neuromorphic algorithm for mapping, goal-learning, navigation, and patrolling

P. Perona, M. Meister, M. Rosenberg, 2021, bioRxiv.

Fast Conditional Independence Test for Vector Variables with Large Sample Sizes pdf

Pietro Perona, Frederick Eberhardt, Krzysztof Chalupka, 2018, ArXiv.

Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data pdf

Pietro Perona, Frederick Eberhardt, Krzysztof Chalupka, 2016, UAI.

Carving from Ray-Tracing Constraints: IRT-Carving

Pietro Perona, Silvio Savarese, Marco Andreetto, 2006, Third International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT'06).

A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration

P. Perona, M. Welling, P. Welinder, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Recursive estimation of camera motion from uncalibrated image sequences

Pietro Perona, Stefano Soatto, P. Perona, 1994, Proceedings of 1st International Conference on Image Processing.

Toward a Science of Computational Ethology

P. Perona, D. Anderson, 2014, Neuron.

Measuring and Predicting Object Importance

Pietro Perona, Merrielle Spain, P. Perona, 2011, International Journal of Computer Vision.

Inaugural Article: A common genetic target for environmental and heritable influences on aggressiveness in Drosophila

P. Perona, Heiko Dankert, Liming Wang, 2008 .

Visual input for pen-based computers

Pietro Perona, Mario E. Munich, P. Perona, 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

Real Time Motion Detection System and Scene Segmentation

Pietro Perona, Xiaolin Feng, P. Perona, 1998 .

A Number Sense as an Emergent Property of the Manipulating Brain pdf

Pietro Perona, Neehar Kondapaneni, P. Perona, 2020, ArXiv.

crowdsourcing : rating annotators and obtaining cost-effective labels

P. Perona, P. Welinder, 2010 .

The iWildCam 2018 Challenge Dataset pdf

Pietro Perona, Grant Van Horn, Oisin Mac Aodha, 2019, ArXiv.

A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration

P. Perona, M. Welling, P. Welinder, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Scotopic Visual Recognition

Pietro Perona, Bo Chen, P. Perona, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

Towards an optimal decision strategy of visual search

Pietro Perona, Bo Chen, P. Perona, 2014, 1411.1190.

Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth

Pietro Perona, Padhraic Smyth, Usama M. Fayyad, 1994, KDD Workshop.

Sleep spindle detection: crowdsourcing and evaluating performance of experts, non-experts, and automated methods

P. Perona, P. Welinder, E. Mignot, 2014, Nature Methods.

Fine-grained classification of pedestrians in video: Benchmark and state of the art

Pietro Perona, David Hall, P. Perona, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Optimal reward harvesting in complex perceptual environments

P. Perona, C. Koch, Vidhya Navalpakkam, 2010, Proceedings of the National Academy of Sciences of the United States of America.

Computer Vision for Human–Machine Interaction: Monocular Tracking of the Human Arm in 3D

P. Perona, E. D. Bernardo, Luis Goncalves, 1998 .

Classification of human actions into dynamics based primitives with application to drawing tasks

P. Perona, D. Del Vecchio, R. M. Murray, 2003, 2003 European Control Conference (ECC).

Segmentation of human motion into dynamics based primitives with application to drawing tasks

R.M. Murray, P. Perona, D. Del Vecchio, 2003, Proceedings of the 2003 American Control Conference, 2003..

Monocular Perception of Biological Motion in Johansson Displays

Yang Song, Pietro Perona, Luis Goncalves, 2001, Comput. Vis. Image Underst..

An intelligent vision-only operator interface for dexterous robots

Paolo Fiorini, Pietro Perona, Yuichi Tsumaki, 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

Monocular perception of biological motion-detection and labeling

Yang Song, Pietro Perona, Luis Goncalves, 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.

Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications

P. Perona, Joseph Tighe, Krzysztof Chalupka, 2020, Computer Vision and Pattern Recognition.

Confidence Intervals for Error Rates in 1:1 Matching Tasks: Critical Statistical Analysis and Recommendations

Pratik V. Patil, P. Perona, Riccardo Fogliato, 2023, International Journal of Computer Vision.

Behavioral Responses to a Repetitive Visual Threat Stimulus Express a Persistent State of Defensive Arousal in Drosophila

P. Perona, W. Gibson, Carlos R. Gonzalez, 2015, Current Biology.

A Bayesian network framework for relational shape matching

Alan L. Yuille, James M. Coughlan, Anand Rangarajan, 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions

Jennifer J. Sun, P. Perona, Yisong Yue, 2021, NeurIPS Datasets and Benchmarks.

Task Programming: Learning Data Efficient Behavior Representations

Pietro Perona, Yisong Yue, Ann Kennedy, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Describing Common Human Visual Actions in Images

Pietro Perona, Matteo Ruggero Ronchi, P. Perona, 2015, BMVC.

Estimating Causal Direction and Confounding of Two Discrete Variables pdf

Pietro Perona, Frederick Eberhardt, Krzysztof Chalupka, 2016, ArXiv.

3D photography using shadows

J.-Y. Bouguet, P. Perona, P. Perona, 1998, ISCAS '98. Proceedings of the 1998 IEEE International Symposium on Circuits and Systems (Cat. No.98CH36187).