Literature DB >> 31570871

Deep learning powers a motion-tracking revolution.

Roberta Kwok.   

Abstract

Keywords:  Animal behaviour; Computational biology and bioinformatics; Conservation biology; Ecology

Mesh：

Year:  2019        PMID： 31570871     DOI： 10.1038/d41586-019-02942-5

Source DB:  PubMed          Journal:  Nature        ISSN： 0028-0836            Impact factor:   49.962


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  4 in total

1.  Batoid locomotion: effects of speed on pectoral fin deformation in the little skate, Leucoraja erinacea.

Authors:  Valentina Di Santo; Erin L Blevins; George V Lauder
Journal:  J Exp Biol       Date:  2016-12-13       Impact factor: 3.312

2.  Correlated Neural Activity across the Brains of Socially Interacting Bats.

Authors:  Wujie Zhang; Michael M Yartsev
Journal:  Cell       Date:  2019-06-20       Impact factor: 41.582

3.  Deep attention networks reveal the rules of collective motion in zebrafish.

Authors:  Francisco J H Heras; Francisco Romero-Ferrero; Robert C Hinz; Gonzalo G de Polavieja
Journal:  PLoS Comput Biol       Date:  2019-09-13       Impact factor: 4.475

4.  DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning.

Authors:  Jacob M Graving; Daniel Chae; Hemal Naik; Liang Li; Benjamin Koger; Blair R Costelloe; Iain D Couzin
Journal:  Elife       Date:  2019-10-01       Impact factor: 8.140
  4 in total
  2 in total

Review 1.  Perspectives in machine learning for wildlife conservation.

Authors:  Devis Tuia; Benjamin Kellenberger; Sara Beery; Blair R Costelloe; Silvia Zuffi; Benjamin Risse; Alexander Mathis; Mackenzie W Mathis; Frank van Langevelde; Tilo Burghardt; Roland Kays; Holger Klinck; Martin Wikelski; Iain D Couzin; Grant van Horn; Margaret C Crofoot; Charles V Stewart; Tanya Berger-Wolf
Journal:  Nat Commun       Date:  2022-02-09       Impact factor: 14.919

2.  linus: Conveniently explore, share, and present large-scale biological trajectory data in a web browser.

Authors:  Johannes Waschke; Mario Hlawitschka; Kerim Anlas; Vikas Trivedi; Ingo Roeder; Jan Huisken; Nico Scherf
Journal:  PLoS Comput Biol       Date:  2021-11-01       Impact factor: 4.475
  2 in total

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