Chuck Stewart

Computer Science

About

Education & Training

PhD., University of Wisconsin, Computer Science B.A., Williams College, Mathematics

Research

Other Focus Areas

Computer vision, Applications in ecology and environmental conservations

Publications

The following is a selection of recent publications in Scopus. Chuck Stewart has 90 indexed publications in the subjects of Computer Science, Engineering, Medicine.

Species-Agnostic Patterned Animal Re-identification by Aggregating Deep Local Features
Ekaterina Nepovinnykh, Ilia Chelak, Tuomas Eerola, Veikka Immonen, Heikki Kälviäinen, Maksim Kholiavchenko, Charles V. Stewart
International Journal of Computer Vision
, 2024
.
KABR: In-Situ Dataset for Kenyan Animal Behavior Recognition from Drone Videos
Maksim Kholiavchenko, Jenna Kline, Michelle Ramirez, Sam Stevens, Alec Sheets, Reshma Babu, Namrata Banerji, Elizabeth Campolongo, Matthew Thompson, Nina Van Tiel, Jackson Miliko, Eduardo Bessa, Isla Duporge, Tanya Berger-Wolf, Daniel Rubenstein, Charles Stewart
Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2024
, 2024
, pp.31-40
.
Discovering Novel Biological Traits from Images Using Phylogeny-Guided Neural Networks
Mohannad Elhamod, Mridul Khurana, Harish Babu Manogaran, Josef C. Uyeda, Meghan A. Balk, Wasila Dahdul, Yasin Bakis, Henry L. Bart, Paula M. Mabee, Hilmar Lapp, James P. Balhoff, Caleb Charpentier, David Carlyn, Wei Lun Chao, Charles V. Stewart, Daniel I. Rubenstein, Tanya Berger-Wolf, Anuj Karpatne
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, 2023
, pp.3966-3978
.
Perspectives in machine learning for wildlife conservation
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
Nature Communications
, 13
, 2022
.
Flukebook: an open-source AI platform for cetacean photo identification
Drew Blount, Shane Gero, Jon Van Oast, Jason Parham, Colin Kingen, Ben Scheiner, Tanya Stere, Mark Fisher, Gianna Minton, Christin Khan, Violaine Dulau, Jaime Thompson, Olga Moskvyak, Tanya Berger-Wolf, Charles V. Stewart, Jason Holmberg, J. Jacob Levenson
Mammalian Biology
, 102
, 2022
, pp.1005-1023
.
Extracting identifying contours for African elephants and humpback whales using a learned appearance model
Hendrik J. Weideman, Charles V. Stewart, Jason R. Parham, Jason Holmberg, Kiirsten Flynn, John Calambokidis, D. Barry Paul, Anka Bedetti, Michelle Henley, Jerenimo Lepirei, Frank G. Pope
Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020
, 2020
, pp.1265-1274
.
An Animal Detection Pipeline for Identification
Jason Parham, Charles Stewart, Jonathan Crall, Daniel Rubenstein, Jason Holmberg, Tanya Berger-Wolf
Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018
, 2018-January
, 2018
, pp.1075-1083
.
Integral curvature representation and matching algorithms for identification of dolphins and whales
Hendrik J. Weideman, Zachary M. Jablons, Jason Holmberg, Kiirsten Flynn, John Calambokidis, Reny B. Tyson, Jason B. Allen, Randall S. Wells, Krista Hupman, Kim Urian, Charles V. Stewart
Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017
, 2018-January
, 2017
, pp.2831-2839
.
Animal population censusing at scale with citizen science and photographic identification
Jason Parham, Jonathan Crall, Charles Stewart, Tanya Berger-Wolf, Daniel Rubenstein
AAAI Spring Symposium - Technical Report
, SS-17-01 - SS-17-08
, 2017
, pp.37-44
.
Detecting plains and Grevy's zebras in the realworld
Jason Parham, Charles Stewart
2016 IEEE Winter Applications of Computer Vision Workshops, WACVW 2016
, 2016
.

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