Dr. Matthew D. Campbell Profile

Dr. Matthew D. Campbell

at National Marine Fisheries Service

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Author

Publications (6)

Proceedings Article | 6 June 2024 Presentation + Paper

Multifish tracking for marine biodiversity monitoring

Simegnew Yihunie Alaba, Jack Prior, Chiranjibi Shah, M. Nabi, John Ball, Robert Moorhead, Matthew Campbell, Farron Wallace, Matthew Grossi

Proceedings Volume 13061, 130610E (2024) https://doi.org/10.1117/12.3013503

KEYWORDS: Object detection, Detection and tracking algorithms, Motion models, Video

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Proceedings Article | 6 June 2024 Presentation + Paper

Active detection for fish species recognition in underwater environments

Chiranjibi Shah, M. Nabi, Simegnew Yihunie Alaba, Ryan Caillouet, Jack Prior, Matthew Campbell, Matthew Grossi, Farron Wallace, John Ball, Robert Moorhead

Proceedings Volume 13061, 130610D (2024) https://doi.org/10.1117/12.3013344

KEYWORDS: Object detection, Deep learning, Active learning

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Proceedings Article | 6 June 2024 Presentation + Paper

Inconsistency-based active learning with adaptive pseudo-labeling for fish species identification

M. Nabi, Chiranjibi Shah, Simegnew Yihunie Alaba, Ryan Caillouet, Jack Prior, Matthew Campbell, Farron Wallace, John Ball, Robert Moorhead

Proceedings Volume 13061, 130610C (2024) https://doi.org/10.1117/12.3013336

KEYWORDS: Education and training, Performance modeling, Data modeling, Statistical modeling, Sensors, Mixtures

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Proceedings Article | 12 June 2023 Presentation + Paper

Semi-supervised learning for fish species recognition

Simegnew Yihunie Alaba, Chiranjibi Shah, M. M. Nabi, John E. Ball, Robert Moorhead, Deok Han, Jack Prior, Matthew D. Campbell, Farron Wallace

Proceedings Volume 12543, 125430P (2023) https://doi.org/10.1117/12.2663422

KEYWORDS: Data modeling, Education and training, Object detection, Performance modeling, Visual process modeling, Reliability, Image classification, Deep learning, Machine learning, Statistical modeling

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Proceedings Article | 12 June 2023 Presentation + Paper

An enhanced YOLOv5 model for fish species recognition from underwater environments

Chiranjibi Shah, Simegnew Yihunie Alaba, M. M. Nabi, Jack Prior, Matthew Campbell, Farron Wallace, John Ball, Robert Moorhead

Proceedings Volume 12543, 125430O (2023) https://doi.org/10.1117/12.2663408

KEYWORDS: Object detection, Detection and tracking algorithms, Algorithm development, Deep learning, Data modeling

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Proceedings Article | 12 June 2023 Presentation + Paper

MI-AFR: multiple instance active learning-based approach for fish species recognition in underwater environments

Chiranjibi Shah, Simegnew Yihunie Alaba, M. M. Nabi, Ryan Caillouet, Jack Prior, Matthew Campbell, Farron Wallace, John Ball, Robert Moorhead

Proceedings Volume 12543, 125430N (2023) https://doi.org/10.1117/12.2663404

KEYWORDS: Object detection, Active learning, Image classification, Machine learning, Video, Data modeling, Video processing

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Showing 5 of 6 publications

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