Machine vision methods for analyzing social interactions

Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

(2016) Ross Girshick et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Evidence for an audience effect in mice: male social partners alter the male vocal response to female cues

(2016) Kelly M. Seagraves et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Aggression in Drosophila.

(2015) Edward A. Kravitz et al.   BEHAVIORAL NEUROSCIENCE

Association between exploratory activity and social individuality in genetically identical mice living in the same enriched environment

(2015) J. Freund et al.   NEUROSCIENCE

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

(2015) Weizhe Hong et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Mapping Social Behavior-Induced Brain Activation at Cellular Resolution in the Mouse

(2015) Yongsoo Kim et al.   Cell Reports

Female mice ultrasonically interact with males during courtship displays

(2015) Joshua P Neunuebel et al.   eLife

P1 interneurons promote a persistent internal state that enhances inter-male aggression in Drosophila

(2015) Eric D Hoopfer et al.   eLife

The relative roles of vision and chemosensation in mate recognition of Drosophila melanogaster

(2014) S. Agrawal et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Mapping the stereotyped behaviour of freely moving fruit flies

(2014) G. J. Berman et al.   Journal of the Royal Society Interface

Dynamic sensory cues shape song structure in Drosophila

(2014) Philip Coen et al.   NATURE

idTracker: tracking individuals in a group by automatic identification of unmarked animals

(2014) Alfonso Pérez-Escudero et al.   NATURE METHODS

Discovery of Brainwide Neural-Behavioral Maps via Multiscale Unsupervised Structure Learning

(2014) J. T. Vogelstein et al.   SCIENCE

A suppression hierarchy among competing motor programs drives sequential grooming in Drosophila

(2014) Andrew M Seeds et al.   eLife

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

(2013) Shay Ohayon et al.   JOURNAL OF NEUROSCIENCE METHODS

Whole-brain functional imaging at cellular resolution using light-sheet microscopy

(2013) Misha B Ahrens et al.   NATURE METHODS

Genes and circuits of courtship behaviour in Drosophila males

(2013) Daisuke Yamamoto et al.   NATURE REVIEWS NEUROSCIENCE

Emergence of Individuality in Genetically Identical Mice

(2013) J. Freund et al.   SCIENCE

Tracking Individuals Shows Spatial Fidelity Is a Key Regulator of Ant Social Organization

(2013) D. P. Mersch et al.   SCIENCE

Automated long-term tracking and social behavioural phenotyping of animal colonies within a semi-natural environment

(2013) Aharon Weissbrod et al.   Nature Communications

High-order social interactions in groups of mice

(2013) Yair Shemesh et al.   eLife

Seasonal changes in the structure of rhesus macaque social networks

(2012) Lauren J. N. Brent et al.   BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY

Courtship behavior in Drosophila melanogaster: towards a ‘courtship connectome’

(2012) Hania J Pavlou et al.   CURRENT OPINION IN NEUROBIOLOGY

Three-dimensional tracking and behaviour monitoring of multiple fruit flies

(2012) R. Ardekani et al.   Journal of the Royal Society Interface

JAABA: interactive machine learning for automatic annotation of animal behavior

(2012) Mayank Kabra et al.   NATURE METHODS

Computerized video analysis of social interactions in mice

(2012) Fabrice de Chaumont et al.   NATURE METHODS

Controlling airborne cues to study small animal navigation

(2012) Marc Gershow et al.   NATURE METHODS

Fluorescence Behavioral Imaging (FBI) Tracks Identity in Heterogeneous Groups of Drosophila

(2012) Pavan Ramdya et al.   PLoS One

Social structures depend on innate determinants and chemosensory processing in Drosophila

(2012) J. Schneider et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

How Random Is Social Behaviour? Disentangling Social Complexity through the Study of a Wild House Mouse Population

(2012) Nicolas Perony et al.   PLoS Computational Biology

Multiple Object Tracking Using K-Shortest Paths Optimization

(2011) J. Berclaz et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

High-throughput behavioral analysis in C. elegans

(2011) Nicholas A Swierczek et al.   NATURE METHODS

Object preference by walking fruit flies, Drosophila melanogaster, is mediated by vision and graviperception

(2010) A. A. Robie et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Social Interactions in “Simple” Model Systems

(2010) Marla B. Sokolowski   NEURON

The Challenge of Translation in Social Neuroscience: A Review of Oxytocin, Vasopressin, and Affiliative Behavior

(2010) Thomas R. Insel   NEURON

A New Chamber for Studying the Behavior of Drosophila

(2010) Jasper C. Simon et al.   PLoS One

Automated home-cage behavioural phenotyping of mice

(2010) Hueihan Jhuang et al.   Nature Communications

Revisiting play elements and self-handicapping in play: A comparative ethogram of five Old World monkey species.

(2009) Milada Petrů et al.   JOURNAL OF COMPARATIVE PSYCHOLOGY

High-throughput ethomics in large groups of Drosophila

(2009) Kristin Branson et al.   NATURE METHODS

Automated monitoring and analysis of social behavior in Drosophila

(2009) Heiko Dankert et al.   NATURE METHODS

Octopamine in Male Aggression of Drosophila

(2008) Susanne C. Hoyer et al.   CURRENT BIOLOGY