Web1 de out. de 2024 · In this section, we present the joint tracking–verification–detection–refinement framework to address severe occlusion, significant appearance variation and out-of-view occurring in long-term tracking. Web21 de out. de 2024 · Ma et al.23proposed a long-term correlation tracking algorithm. Three correlation filters were trained to estimate the translation, the scale variations, and the confidence of tracking results. In addition, a random fern classifier was trained to redetect the trackedobject in case of tracking failures.
CV顶会论文&代码资源整理(九)——CVPR2024 - 知乎
Web21 de abr. de 2024 · Abstract: Aiming at the problems of kernelized correlation filter tracking algorithm such as scale change, severe occlusion and tracking failure under similar target tracking, a long-term target tracking algorithm based on KCF is proposed. The algorithm introduces color information into the tracker, and the scale information … Web1 de abr. de 2024 · 1. Introduction. As a hot issue in the field of computer vision, visual tracking has been widely applied into many practical applications such as intelligent driving [1], video surveillance [2], sports competition [3] et al. Great breakthroughs have been made in recent years [4], including dynamic appearance model based particle filter [5], where … care reeducation
LCT代码跑起来先文章思路总结 - 腾讯云开发者社区 ...
Web在过去的几年中,基于anchor的Siamese算法成为了单目标跟踪的主流。这种设置固有的问题是:算法在训练时无法“看见”重合度较小的anchor,如果在测试时候分类分支将这样的anchor选为目标区域,那回归网络预测结果将非常差。Anchor-based最重要的提供先验,分类的正样本是在物体的中心;Anchor-free方法 ... Web31 de mai. de 2024 · Abstract: Tracking a target of interest in both sparse and crowded environments is a challenging problem, not yet successfully addressed in the literature. In this paper, we propose a new long-term visual tracking algorithm, learning discriminative correlation filters and using an online classifier, to track a target of interest in ... Web1 de abr. de 2024 · This work also introduces a long-term tracking framework consisting of an online local tracker, an online verifier, a SiamRPN-based re-detector, and our meta-updater. Numerous experimental results on the VOT2024LT, VOT2024LT, OxUvALT, TLP, and LaSOT benchmarks show that our tracker performs remarkably better than other … brosche mohnblume