Multi-Object Tracking by Iteratively Associating Detections with Uniform Appearance for Trawl-Based Fishing Bycatch Monitoring

Author:

Yang Cheng-Yen1,Tan Alan Yu Shyang2,Underwood Melanie J.2,Bodie Charlotte2,Jiang Zhongyu1,George Steve2,Warr Karl3,Hwang Jenq-Neng1,Jones Emma2

Affiliation:

1. University of Washington,Department of Electrical & Computer Engineering,United States

2. National Institute of Water and Atmospheric Research,New Zealand

3. BetterFishing Ltd,New Zealand

Publisher

IEEE

Reference29 articles.

1. Mask R-CNN

2. Real-time detections of bycatch species in demersal trawl fisheries;lyngby;ICES/FAO Working Group on Fishing Technology and Fish Behaviour (WGFTFB23),2023

3. YOLOX: Exceeding yolo series in 2021;ge,2021

4. Towards real-time multi-object tracking;wang;the European Conference on Computer Vision (ECCV),2020

5. The fishscanner;einarsson;ICES/FAO Working Group on Fishing Technology and Fish Behaviour (WGFTFB23),2023

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1. Sea You Later: Metadata-Guided Long-Term Re-Identification for UAV-Based Multi-Object Tracking;2024 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW);2024-01-01

2. Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports;2024 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW);2024-01-01

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