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Learning Adaptive Spatial Regularization and Temporal-Aware Correlation Filters for Visual Object Tracking

Recently, discriminative correlation filters (DCF) based trackers have gained much attention and obtained remarkable achievements for their high efficiency and outstanding performance. However, undesirable boundary effects occur when the DCF-based trackers suffer from challenging situations, such as...

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Principais autores: Liqiang Liu, Tiantian Feng, Yanfang Fu, Chao Shen, Zhijuan Hu, Maoyuan Qin, Xiaojun Bai, Shifeng Zhao
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-11-01
Serier:Mathematics
Fag:
spatial regularization
temporal-aware
correlation filter tracking
alternating direction method of multipliers
boundary effect
Online adgang:https://www.mdpi.com/2227-7390/10/22/4320
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