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Review
. 2018 May;87(3):533-545.
doi: 10.1111/1365-2656.12780. Epub 2017 Nov 29.

A computer vision for animal ecology

Ben G Weinstein  1
Affiliations
Review

A computer vision for animal ecology

Ben G Weinstein. J Anim Ecol. 2018 May.

Abstract

A central goal of animal ecology is to observe species in the natural world. The cost and challenge of data collection often limit the breadth and scope of ecological study. Ecologists often use image capture to bolster data collection in time and space. However, the ability to process these images remains a bottleneck. Computer vision can greatly increase the efficiency, repeatability and accuracy of image review. Computer vision uses image features, such as colour, shape and texture to infer image content. I provide a brief primer on ecological computer vision to outline its goals, tools and applications to animal ecology. I reviewed 187 existing applications of computer vision and divided articles into ecological description, counting and identity tasks. I discuss recommendations for enhancing the collaboration between ecologists and computer scientists and highlight areas for future growth of automated image analysis.

Keywords: automation; camera traps; ecological monitoring; images; unmanned aerial vehicles.

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