Adaptive Color Attributes for Real-Time Visual Tracking
lastmod 2026-11-10created 2017-11-092 edits
Adaptive Color Attributes for Real-Time Visual Tracking is an object tracking paper presented at CVPR 2014, commonly called the CN (Color Names) tracker. It adds color names features to the CSK tracker, which used only intensity, and adaptively reduces the feature dimensions to improve tracking accuracy while keeping real-time speed. It belongs to the family of correlation filter-based trackers and is often used as a baseline for comparison alongside KCF and others.
Documentation
- Adaptive Color Attributes for Real-Time Visual Tracking
- http://www.cvl.isy.liu.se/research/objrec/visualtracking/colvistrack/CN_Tracking_CVPR14.pdf
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CN_Tracking_CVPR14.pdf