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Apr, 2024
多目标跟踪的表示对齐对比正则化
Representation Alignment Contrastive Regularization for Multi-Object Tracking
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Shujie Chen, Zhonglin Liu, Jianfeng Dong, Di Zhou
TL;DR
利用轻量级单层变压器编码器模型化时空关系,通过基于特征对齐的对比正则化损失将特征引入数据关联阶段,以提高现有跟踪网络的性能和解释性。
Abstract
Achieving high-performance in
multi-object tracking
algorithms heavily relies on modeling
spatio-temporal relationships
during the data association stage. Mainstream approaches encompass rule-based and
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