DPANet: Dual Pooling‐aggregated Attention Network for fish segmentation

• Published in: IET computer vision Vol. 16; no. 1; pp. 67 - 82
• Main Authors: Zhang, Wenbo, Wu, Chaoyi, Bao, Zhenshan
• Format: Journal Article
• Language: English
• Published: Stevenage John Wiley & Sons, Inc 01.02.2022; Wiley
• Subjects: aquaculture; Commercial fishing; computer vision; convolutional neural nets; Datasets; Fish; Fisheries; Fishing; Image enhancement; Image segmentation; learning (artificial intelligence); Methods; Modules; Neural networks; Semantic segmentation; Semantics; Sustainable development; Underwater; Vision systems

The sustainable development of marine fisheries depends on the accurate measurement of data on fish stocks. Semantic segmentation methods based on deep learning can be applied to automatically obtain segmentation masks of fish in images to obtain measurement data. However, general semantic segmentat...