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Matthew Dawkins
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An open-source platform for underwater image and video analytics
M Dawkins, L Sherrill, K Fieldhouse, A Hoogs, B Richards, D Zhang, ...
2017 IEEE winter conference on applications of computer vision (WACV), 898-906, 2017
412017
Automatic scallop detection in benthic environments
M Dawkins, C Stewart, S Gallager, A York
2013 IEEE Workshop on Applications of Computer Vision (WACV), 160-167, 2013
222013
Automated analysis of underwater imagery: accomplishments, products, and vision
BL Richards, O Beijbom, MD Campbell, ME Clarke, G Cutter, M Dawkins, ...
132019
1st workshop on maritime computer vision (macvi) 2023: Challenge results
B Kiefer, M Kristan, J Perš, L Žust, F Poiesi, F Andrade, A Bernardino, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
122023
Exploring the potential to use low cost imaging and an open source convolutional neural network detector to support stock assessment of the king scallop (Pecten maximus)
K Ovchinnikova, MA James, T Mendo, M Dawkins, J Crall, K Boswarva
Ecological Informatics 62, 101233, 2021
82021
Scallop detection in multiple maritime environments
M Dawkins
Rensselaer Theses and Dissertations Online Collection, 2011
82011
Tracking nautical objects in real-time via layered saliency detection
M Dawkins, Z Sun, A Basharat, A Perera, A Hoogs
Geospatial InfoFusion and Video Analytics IV; and Motion Imagery for ISR and …, 2014
62014
Estimating precision and accuracy of automated video post-processing: A step towards implementation of ai/ml for optics-based fish sampling
JH Prior, MD Campbell, M Dawkins, PF Mickle, RJ Moorhead, SY Alaba, ...
Frontiers in Marine Science 10, 1150651, 2023
42023
KWIVER: An open source cross-platform video exploitation framework
K Fieldhouse, MJ Leotta, A Basharat, R Blue, D Stoup, C Atkins, L Sherrill, ...
2014 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1-4, 2014
42014
Real-time heads-up display detection in video
M Dawkins, A Perera, A Hoogs
2014 11th IEEE International Conference on Advanced Video and Signal Based …, 2014
42014
Open source structure-from-motion for aerial video
MJ Leotta, E Smith, M Dawkins, P Tunison
2016 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-9, 2016
22016
Towards Depth Fusion into Object Detectors for Improved Benthic Species Classification
M Dawkins, J Crall, M Leotta, T O’Hara, L Siemann
International Conference on Pattern Recognition, 415-429, 2022
12022
An Open-Source System for Do-It-Yourself AI in the Marine Environment
A Hoogs, MD Dawkins, B Richards, G Cutter, D Hart, ME Clarke, ...
Ocean Sciences Meeting 2020, 2020
12020
VIAME: Video and Image Analytics in Marine Environments
MD Dawkins, L Sherrill, J Crall, A Hoogs, D Zhang, B Richards, L Prasad, ...
2018 Ocean Sciences Meeting, 2018
12018
Creating Deep Learning Detectors in VIAME for Rare Objects in Marine Imagery
A Hoogs, A Lynch, S Brockman, C Funk, B Ravichandran, MD Dawkins
2024 Ocean Sciences Meeting, 2024
2024
FishTrack23: An Ensemble Underwater Dataset for Multi-Object Tracking
M Dawkins, J Prior, B Lewis, R Faillettaz, T Banez, M Salvi, A Rollo, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
Moving Towards Machine Learning for the Analysis of Deep-Sea Imagery Collected by Autonomous Underwater Vehicle.
A Powell, ME Clarke, MD Dawkins, B Richards, A Hoogs
Ocean Sciences Meeting 2020, 2020
2020
Advanced Camera Technologies and Artificial Intelligence to Improve Marine Resource Surveys
B Richards, A Hoogs, MD Dawkins, J Taylor, SG Smith, JS Ault, MP Seki
Ocean Sciences Meeting 2020, 2020
2020
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