Matthew Dawkins

Researcher, Computer Vision, Kitware

Joined

June 2025

Names

Matthew Dawkins (Preferred)

Emails

****@kitware.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Computer Vision, Kitware (kitware.com)

2011 – Present

MS student

Rensselaer Polytechnic Institute (rpi.edu)

2010 – 2011

Advisors, Relations & Conflicts

Coworker

Anthony Hoogs

2011 – 2025

Coauthor

Charles V. Stewart

2010 – 2011

Expertise

Embedded Processing

2011 – 2025

Aerial Image Analysis

2011 – 2025

Underwater Image Analysis

2010 – 2025

Object Detection

2010 – 2025

Object Tracking

2010 – 2025

Publications

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
- WACV 2024
- Readers: Everyone
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 et al. (52 additional authors not shown)
- 2023 (modified: 15 Feb 2023)
- WACV (Workshops) 2023
- Readers: Everyone
Towards Depth Fusion into Object Detectors for Improved Benthic Species Classification
Matthew Dawkins, Jon Crall, Matthew J. Leotta, Tasha O'Hara, Liese Siemann
- ICPR Workshops (3) 2022
- Readers: Everyone
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 et al. (53 additional authors not shown)
- 2022 (modified: 13 Feb 2023)
- CoRR 2022
- Readers: Everyone
Exploring the potential to use low cost imaging and an open source convolutional neural network detector to support stock assessment of the king scallop ()
Katja Ovchinnikova, Mark A. James, Tania Mendo, Matthew Dawkins, Jon Crall, Karen Boswarva
- Ecol. Informatics 2021
- Readers: Everyone
An Open-Source Platform for Underwater Image and Video Analytics
Matthew Dawkins, Linus Sherrill, Keith Fieldhouse, Anthony Hoogs, Benjamin Richards, David Zhang, Lakshman Prasad, Kresimir Williams, Nathan Lauffenburger, Gaoang Wang
- 2017 (modified: 10 Nov 2022)
- WACV 2017
- Readers: Everyone
Open source structure-from-motion for aerial video
Matthew J. Leotta, Eric Smith, Matthew Dawkins, Paul Tunison
- WACV 2016
- Readers: Everyone
Real-time heads-up display detection in video
Matthew Dawkins, A. G. Amitha Perera, Anthony Hoogs
- 2014 (modified: 15 Sept 2021)
- AVSS 2014
- Readers: Everyone
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
- 2014 (modified: 15 Sept 2021)
- AIPR 2014
- Readers: Everyone
Automatic scallop detection in benthic environments
Matthew Dawkins, Charles V. Stewart, Scott Gallager, Amber York
- Published: 01 Jan 2013, Last Modified: 15 May 2023
- WACV 2013
- Readers: Everyone

Co-Authors

View all 115 co-authors