Two-stage modality-graphs regularized manifold ranking for RGB-T tracking
作者:
Highlights:
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• A modality-graph is constructed to capture the intrinsic relations among nodes.
• Modality-graphs regularized ranking is used to solve the modality and patch weights.
• A two-stage strategy is used to improve the robustness of the ranking algorithm.
• Experiments on the public dataset validate the effectiveness of the proposed method.
摘要
•A modality-graph is constructed to capture the intrinsic relations among nodes.•Modality-graphs regularized ranking is used to solve the modality and patch weights.•A two-stage strategy is used to improve the robustness of the ranking algorithm.•Experiments on the public dataset validate the effectiveness of the proposed method.
论文关键词:Visual tracking,Two-stage scheme,Modality-graphs,Manifold ranking,Thermal information
论文评审过程:Received 15 May 2018, Revised 6 August 2018, Accepted 8 August 2018, Available online 30 August 2018, Version of Record 4 September 2018.
论文官网地址:https://doi.org/10.1016/j.image.2018.08.004