Adaptive response maps fusion of correlation filters with anti-occlusion mechanism for visual object tracking

Adaptive response maps fusion of correlation filters with anti-occlusion mechanism for visual object tracking

Abstract Despite the impressive performance of correlation filter-based trackers in terms of robustness and accuracy, the trackers have room for improvement. The majority of existing trackers use a single feature or fixed fusion weights, which makes it possible for tracking to fail in the case of de...

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Bibliographic Details
Main Authors: Jianming Zhang, Hehua Liu, Yaoqi He, Li-Dan Kuang, Xi Chen
Format: Article
Language:English
Published: SpringerOpen 2022-03-01
Series:EURASIP Journal on Image and Video Processing
Subjects:
Object tracking
Multiple features
Correlation filter
Anti-occlusion
Response maps fusion
Online Access:https://doi.org/10.1186/s13640-022-00582-w

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