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一种简易立体摄像测量系统在远海捕捞作业中的初步应用及其误差估计。

A preliminary application and its error estimates of a simple stereo-camera measure system for the far-sea fishery of Pacific saury.

机构信息

Department of Natural Resources and Environmental Studies, National Dong Hwa University, Hualien, Taiwan.

Pacific Biological Station, Fisheries and Oceans Canada, Nanaimo, BC, Canada.

出版信息

Sci Rep. 2024 Sep 27;14(1):22377. doi: 10.1038/s41598-024-73781-2.

Abstract

Pacific saury is one of the most economically important species in the northwestern Pacific Ocean. The management of this resource relies on precise input of biological data such as body length and is often hindered by a lack of such data on captured fish. This study explores the potential of electronic monitoring (EM) using off-the-shelf stereo cameras to overcome the challenges of collecting and measuring saury body length from the Pacific saury fishery. Using a calibrated WEEVIEW SID WV3000 3D camera, a total of 252 paired images with different shooting angles and distances were obtained for further measurement using Sebastes Stereo Image Analysis Software (SSIAS). The treatments for the measurement distance (MD) were 30 cm, 60 cm, and 100 cm, for the depression angle (DA) were 30°, 60°, and 90°, and for the position angle (PA) were 0°, 45°, and 315° (- 45°). An assistant calibration (AC) in the form of a 16 cm black ruler was also added used. The SSIAS measurement results indicated that the best measurement was obtained with 0° position angle, 90° depression angle, and 30 cm distance from the target fish. The use of AC in the SSIAS + AC measurement was proven to reduce the measurement error from 2.45 to 8.64% to - 1.86 to 0.01%. This study set the baseline for the application of EM on collecting saury body length and the use of AC has been proven to increase the measurement accuracy.

摘要

箭鱼是西北太平洋最具经济重要性的物种之一。该资源的管理依赖于体长等生物数据的精确输入,而这些数据通常因捕获鱼类缺乏而受到限制。本研究探讨了使用现成的立体相机进行电子监测(EM)的潜力,以克服从箭鱼渔业中收集和测量箭鱼体长的挑战。使用经过校准的 WEEVIEW SID WV3000 3D 相机,总共获得了 252 对具有不同拍摄角度和距离的配对图像,以便使用 Sebastes Stereo Image Analysis Software(SSIAS)进行进一步测量。测量距离(MD)的处理分别为 30cm、60cm 和 100cm,俯角(DA)分别为 30°、60°和 90°,位置角(PA)分别为 0°、45°和 315°(-45°)。还添加了一种辅助校准(AC)形式的 16cm 黑色标尺。SSIAS 测量结果表明,最佳测量结果是在目标鱼距离 0°位置角、90°俯角和 30cm 时获得的。在 SSIAS+AC 测量中使用 AC 被证明可以将测量误差从 2.45%降低到 8.64%到-1.86%到 0.01%。本研究为 EM 在收集箭鱼体长方面的应用奠定了基础,并且已经证明使用 AC 可以提高测量精度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2e1/11437120/671fd2b8a229/41598_2024_73781_Fig1_HTML.jpg

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