Matthew Dawkins

According to our database, Matthew Dawkins authored at least 12 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Benthic habitat influences sea scallop distributions and swimming behavior based on underwater imagery and machine learning.

Liese Siemann, Matthew Dawkins, Luisa M. Garcia, Jon Crall, Tasha O'Hara

Ecol. Informatics, 2026

2025

Steller Sea Lion Counting Across Multiple Aerial Cameras.

Matthew Dawkins, Jon Crall, Katie Sweeney, Burlyn Birkemeier, Neal Siekierski, Dawei Du

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

FishTrack23: An Ensemble Underwater Dataset for Multi-Object Tracking.

Matthew Dawkins, Jack Prior, Bryon Lewis, Robin Faillettaz, Thompson Banez, Mary Salvi, Audrey K. Rollo, Julien Simon, Matthew D. Campbell, Matthew Lucero, Aashish Chaudhary, Benjamin L. Richards, Anthony Hoogs

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

1^st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results.

Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Ziqiang Zheng, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

2022

1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results.

Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Ziqiang Zheng, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang

CoRR, 2022

Towards Depth Fusion into Object Detectors for Improved Benthic Species Classification.

Matthew Dawkins, Jon Crall, Matthew J. Leotta, Tasha O'Hara, Liese Siemann

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

2021

Exploring the potential to use low cost imaging and an open source convolutional neural network detector to support stock assessment of the king scallop (<i>Pecten maximus</i>).

Katja Ovchinnikova, Mark A. James, Tania Mendo, Matthew Dawkins, Jon Crall, Karen Boswarva

Ecol. Informatics, 2021

2017

An Open-Source Platform for Underwater Image and Video Analytics.

Matthew Dawkins, Linus Sherrill, Keith Fieldhouse, Anthony Hoogs, Benjamin L. Richards, David Zhang, Lakshman Prasad, Kresimir Williams, Nathan Lauffenburger, Gaoang Wang

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

2016

Open source structure-from-motion for aerial video.

Matthew J. Leotta, Eric Smith, Matthew Dawkins, Paul Tunison

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

2014

Real-time heads-up display detection in video.

Matthew Dawkins, A. G. Amitha Perera, Anthony Hoogs

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

KWIVER: An open source cross-platform video exploitation framework.

Keith Fieldhouse, Matthew J. Leotta, Arslan Basharat, Russell Blue, David Stoup, Charles Atkins, Linus Sherrill, Benjamin Boeckel, Paul Tunison, Jacob Becker, Matthew Dawkins, Matthew Woehlke, Roderic Collins, Matt Turek, Anthony Hoogs

Proceedings of the 2014 IEEE Applied Imagery Pattern Recognition Workshop, 2014

2013

Automatic scallop detection in benthic environments.

Matthew Dawkins, Charles V. Stewart, Scott Gallager, Amber York

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013