Non-contact weight estimation system for fish based on instance segmentation

作者：

Highlights：

• A contactless fish weight estimation system was proposed.

• An instance segmentation dataset making method was raised for fish size measurement.

• The novel instance segmentation model could reliably extract fish contours.

• Fish contour paired with binocular vision might estimate fish weight precisely.

摘要

•A contactless fish weight estimation system was proposed.•An instance segmentation dataset making method was raised for fish size measurement.•The novel instance segmentation model could reliably extract fish contours.•Fish contour paired with binocular vision might estimate fish weight precisely.

论文关键词：Deep learning,Instance segmentation,Aquaculture,Fish weight estimation

论文评审过程：Received 24 March 2022, Revised 29 July 2022, Accepted 3 August 2022, Available online 11 August 2022, Version of Record 27 August 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118403