Active detection for fish species recognition in underwater environments

C Shah, MM Nabi, SY Alaba… - Ocean Sensing and …, 2024 - spiedigitallibrary.org
Fish species must be identified for stock assessments, ecosystem monitoring, production
management, and the conservation of endangered species. Implementing algorithms for fish …

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

MM Nabi, C Shah, SY Alaba… - Ocean Sensing and …, 2024 - spiedigitallibrary.org
The deep neural network has found widespread application in object detection due to its
high accuracy. However, its performance typically depends on the availability of a …

Multifish tracking for marine biodiversity monitoring

SY Alaba, JH Prior, C Shah, MM Nabi… - Ocean Sensing and …, 2024 - spiedigitallibrary.org
Accurate recognition of multiple fish species is essential in marine ecology and fisheries.
Precisely classifying and tracking these species enriches our comprehension of their …