BriefGPT.xyz
Sep, 2016
训练集自适应去污染:判别式视觉跟踪的统一公式
Adaptive Decontamination of the Training Set: A Unified Formulation for Discriminative Visual Tracking
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Martin Danelljan, Gustav Häger, Fahad Shahbaz Khan, Michael Felsberg
TL;DR
提出了一种用于跟踪的检测框架的新方法,该方法通过估计样本质量来动态地管理训练集并降低损坏样本的影响,并通过在目标外观模型和样本质量权重上最小化单个损失的统一公式实现,最终在三个数据集上实现了最新的结果提升。
Abstract
tracking-by-detection
methods have demonstrated competitive performance in recent years. In these approaches, the tracking model heavily relies on the quality of the
training set
. Due to the limited amount of lab
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