Mr. Jack Prior Profile

Jack Prior

at NOAA Fisheries Pascagoula

SPIE Involvement:

Author

Publications (3)

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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