Correlation filter based single object tracking: A review

Ashish Kumar, Rubeena Vohra, Rachna Jain, Muyu Li, Chenquan Gan, Deepak Kumar Jain

Abstract: Highlights•A comprehensive review of correlation filter-based tracking algorithms.•Review of feature-based classification in correlation filter-based tracking.•Review of recent deep learning-based correlation filter tracking from different perspectives.•Experimental validation of state-of-the-art on multiple benchmark datasets.