List of works - Pietro Perona

A Digital Antennal Lobe for Pattern Equalization: Analysis and Design ⬇️

scientific article published in January 2003

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

scientific article

A simple strategy for detecting moving objects during locomotion revealed by animal-robot interactions

scientific article

An Improved Scheme for Detection and Labelling in Johansson Displays ⬇️

scientific article published in January 2004

Automated image-based tracking and its application in ecology

scientific article

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

scientific article

Automated monitoring and analysis of social behavior in Drosophila.

scientific article

Automated multi-day tracking of marked mice for the analysis of social behaviour ⬇️

scientific article published on June 26, 2013

Automatic discovery of image families: Global vs. local features

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

scientific article

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

article published in 2015

Camera-based ID verification by signature tracking

Common-Frame Model for Object Recognition ⬇️

scientific article published in January 2005

Computational Neuroethology: A Call to Action

scientific article published on 01 October 2019

Crowdclustering ⬇️

scientific article published in January 2011

Decoding ventromedial hypothalamic neural activity during male mouse aggression

scientific article published on April 2014

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

article

Detecting Motion through Dynamic Refraction ⬇️

scientific article published on January 1, 2013

Discriminative Clustering by Regularized Information Maximization ⬇️

Distributed Kd-Trees for Ultra Large Scale Object Recognition

Diversified Ensembling: An Experiment in Crowdsourced Machine Learning

scientific article published on 05 June 2024

Fast Feature Pyramids for Object Detection

scientific article published on August 2014

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

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

Functional identification of an aggression locus in the mouse hypothalamus

scientific article

Generalized regressive motion: a visual cue to collision ⬇️

scientific article published on 18 July 2016

Graph-Based Visual Saliency ⬇️

scientific article published in January 2007

Grouping and dimensionality reduction by locally linear embedding ⬇️

scientific article published in January 2002

Guest Editorial

High-throughput ethomics in large groups of Drosophila.

scientific article

Homo economicus in visual search

scientific article

How food controls aggression in Drosophila

scientific article

Indexing in large scale image collections: Scaling properties and benchmark

Inferring Ground Truth from Subjective Labelling of Venus Images ⬇️

scientific article published in January 1995

Inter-expert and intra-expert reliability in sleep spindle scoring

scientific article published on 10 November 2014

Measuring and Predicting Object Importance

scientific article published on 27 August 2010

Merging Pose Estimates Across Space and Time

article

Microsoft COCO: Common Objects in Context ⬇️

scientific article (publication date: 21 February 2015)

Mutual Boosting for Contextual Inference ⬇️

scientific article published in January 2004

Objects predict fixations better than early saliency

scientific article

One-shot learning of object categories

scientific article

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

Optimal reward harvesting in complex perceptual environments

scientific article

Pedestrian detection: an evaluation of the state of the art.

scientific article published on April 2012

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

scientific article published on September 21, 2012

Predicting response time and error rates in visual search ⬇️

scientific article published in January 2011

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

scientific article published on 11 April 2014

Rapid natural scene categorization in the near absence of attention

scientific article

Sampling Methods for Unsupervised Learning ⬇️

scientific article published in January 2005

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

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

Self-Tuning Spectral Clustering ⬇️

article by Lihi Zelnik-manor & Pietro Perona published 2005 in Advances in Neural Information Processing Systems 17

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

scientific article published on 23 February 2014

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

scientific article published on December 2015

Tachykinin-expressing neurons control male-specific aggressive arousal in Drosophila

scientific article published on January 2014

Teaching Multiple Concepts to a Forgetful Learner ⬇️

The Attentional Drift Diffusion Model of Simple Perceptual Decision-Making

scientific article published on 24 August 2017

The Multidimensional Wisdom of Crowds ⬇️

Toward a science of computational ethology

scientific article published on October 2014

Towards automated large scale discovery of image families

Two different forms of arousal in Drosophila are oppositely regulated by the dopamine D1 receptor ortholog DopR via distinct neural circuits

scientific article (publication date: 25 November 2009)

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

Unsupervised Learning of Categorical Segments in Image Collections ⬇️

scientific article published on September 1, 2012

Unsupervised Learning of Human Motion Models ⬇️

article published in 2002

Unsupervised Organization of Image Collections: Taxonomies and Beyond ⬇️

scientific article published on November 1, 2011

Vision of a Visipedia

scientific article published on 11 June 2010

Vision without the Image

scientific article published on 6 April 2016

Visipedia circa 2015

scholarly article by Serge Belongie & Pietro Perona published March 2016 in Pattern Recognition Letters

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

scientific article published on 31 January 2007

List of works by Pietro Perona

A Digital Antennal Lobe for Pattern Equalization: Analysis and Design ⬇️

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

A simple strategy for detecting moving objects during locomotion revealed by animal-robot interactions

An Improved Scheme for Detection and Labelling in Johansson Displays ⬇️

Automated image-based tracking and its application in ecology

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

Automated monitoring and analysis of social behavior in Drosophila.

Automated multi-day tracking of marked mice for the analysis of social behaviour ⬇️

Automatic discovery of image families: Global vs. local features

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

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

Camera-based ID verification by signature tracking

Common-Frame Model for Object Recognition ⬇️

Computational Neuroethology: A Call to Action

Crowdclustering ⬇️

Decoding ventromedial hypothalamic neural activity during male mouse aggression

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

Detecting Motion through Dynamic Refraction ⬇️

Discriminative Clustering by Regularized Information Maximization ⬇️

Distributed Kd-Trees for Ultra Large Scale Object Recognition

Diversified Ensembling: An Experiment in Crowdsourced Machine Learning

Fast Feature Pyramids for Object Detection

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

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

Functional identification of an aggression locus in the mouse hypothalamus

Generalized regressive motion: a visual cue to collision ⬇️

Graph-Based Visual Saliency ⬇️

Grouping and dimensionality reduction by locally linear embedding ⬇️

Guest Editorial

High-throughput ethomics in large groups of Drosophila.

Homo economicus in visual search

How food controls aggression in Drosophila

Indexing in large scale image collections: Scaling properties and benchmark

Inferring Ground Truth from Subjective Labelling of Venus Images ⬇️

Inter-expert and intra-expert reliability in sleep spindle scoring

Measuring and Predicting Object Importance

Merging Pose Estimates Across Space and Time

Microsoft COCO: Common Objects in Context ⬇️

Mutual Boosting for Contextual Inference ⬇️

Objects predict fixations better than early saliency

One-shot learning of object categories

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

Optimal reward harvesting in complex perceptual environments

Pedestrian detection: an evaluation of the state of the art.

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

Predicting response time and error rates in visual search ⬇️

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

Rapid natural scene categorization in the near absence of attention

Sampling Methods for Unsupervised Learning ⬇️

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

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

Self-Tuning Spectral Clustering ⬇️

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

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

Tachykinin-expressing neurons control male-specific aggressive arousal in Drosophila

Teaching Multiple Concepts to a Forgetful Learner ⬇️

The Attentional Drift Diffusion Model of Simple Perceptual Decision-Making

The Multidimensional Wisdom of Crowds ⬇️

Toward a science of computational ethology

Towards automated large scale discovery of image families

Two different forms of arousal in Drosophila are oppositely regulated by the dopamine D1 receptor ortholog DopR via distinct neural circuits

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

Unsupervised Learning of Categorical Segments in Image Collections ⬇️

Unsupervised Learning of Human Motion Models ⬇️

Unsupervised Organization of Image Collections: Taxonomies and Beyond ⬇️

Vision of a Visipedia

Vision without the Image

Visipedia circa 2015

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

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