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 | 42 | 2017 |
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 | 22 | 2013 |
Automated analysis of underwater imagery: accomplishments, products, and vision BL Richards, O Beijbom, MD Campbell, ME Clarke, G Cutter, M Dawkins, ... | 13 | 2019 |
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 | 12 | 2023 |
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 | 8 | 2021 |
Scallop detection in multiple maritime environments M Dawkins Rensselaer Theses and Dissertations Online Collection, 2011 | 8 | 2011 |
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 | 6 | 2014 |
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 | 4 | 2023 |
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 | 4 | 2014 |
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 | 4 | 2014 |
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 | 3 | 2016 |
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 | 1 | 2022 |
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 | 1 | 2020 |
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 | 1 | 2018 |
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 |