Machine-Learning Approach for Automatic Detection of Wild Beluga Whales from Hand-Held Camera Pictures

A key aspect of ocean protection consists in estimating the abundance of marine mammal population density within their habitat, which is usually accomplished using visual inspection and cameras from line-transect ships, small boats, and aircraft. However, marine mammal observation through vessel sur...

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Bibliographic Details
Published in:	Sensors (Basel, Switzerland) Vol. 22; no. 11; p. 4107
Main Authors:	Araújo, Voncarlos M., Shukla, Ankita, Chion, Clément, Gambs, Sébastien, Michaud, Robert
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 28.05.2022 MDPI
Subjects:	Algorithms Animals automatic object detection Automation beluga whale monitoring Cameras Datasets deep learning Dolphins & porpoises Estuaries Marine mammals Neural networks ocean protection Whales & whaling deep learning beluga whale monitoring automatic object detection ocean protection
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
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