水下鱼类目标的三维遮挡跟踪模型

Jiafa Mao, Gang Xiao, Weiguo Sheng, Xiaohui Liu
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引用次数: 5

摘要

多目标闪光定位与跟踪技术是鱼类跟踪中行为分析的关键技术。为了实现多目标跟踪,本文提出了一种基于遮挡的基于水质检测平台的鱼类跟踪方法。基于平面镜像成像原理和目标分割等图像处理的基本技术,系统地推导了真实鱼类遮挡跟踪、想象鱼类遮挡跟踪以及真实和想象鱼类并发遮挡跟踪的理论模型。利用该模型,我们的目标是实现无遮挡的三维鱼类跟踪,满足事先对鱼类目标行为分析的要求。实验结果表明了所提出的三维鱼目标遮挡跟踪模型的有效性。
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A 3D occlusion tracking Model of the underwater fish targets
Multi-objective shining positioning and tracking technology is essential to behavior analysis in fish tracking. To achieve multi-target tracking, this paper proposes an occlusion-based method of fish tracking based on water quality testing platform. We systematically derive a theoretical model of real fish occlusion tracking, imaginary fish occlusion tracking, and real and imaginary fish concurrent occlusion tracing based on the following methods: the plan mirror imaging principle, and basic techniques of image processing such as target segmentation. Using this model, we aim to achieve 3D fish tracking without occlusion, fulfilling the requirements beforehand for fish target behavior analysis. The experimental results show the effectiveness of the proposed 3D fish target occlusion tracking Model.
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