180 citations · 254 across the 5 of their papers we have counts for
5 papers
HotSpotter - Patterned Species Instance Recognition
Jonathan P. Crall, Charles V. Stewart, Tanya Y. Berger-Wolf +2
We present HotSpotter, a fast, accurate algorithm for identifying individual animals against a labeled database. It is not species specific and has been applied to Grevy's and plai…
Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks
Mohannad Elhamod, Mridul Khurana, Harish Babu Manogaran +15
Discovering evolutionary traits that are heritable across species on the tree of life (also referred to as a phylogenetic tree) is of great interest to biologists to understand how…
Towards Individual Grevy's Zebra Identification via Deep 3D Fitting and Metric Learning
Maria Stennett, Daniel I. Rubenstein, Tilo Burghardt
This paper combines deep learning techniques for species detection, 3D model fitting, and metric learning in one pipeline to perform individual animal identification from photograp…
Social dilemmas of sociality due to beneficial and costly contagion
Daniel B. Cooney, Dylan H. Morris, Simon A. Levin +2
Levels of sociality in nature vary widely. Some species are solitary; others live in family groups; some form complex multi-family societies. Increased levels of social interaction…
Wildbook: Crowdsourcing, computer vision, and data science for conservation
Tanya Y. Berger-Wolf, Daniel I. Rubenstein, Charles V. Stewart +7
Photographs, taken by field scientists, tourists, automated cameras, and incidental photographers, are the most abundant source of data on wildlife today. Wildbook is an autonomous…