Recommended Keypoint-Aware Tracker: Adaptive Real-time Visual Tracking Using Consensus Feature Prior Ranking

• Main Authors: Duan, Ran, Fu, Changhong, Kayacan, Erdal, Paudel, Danda Pani
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2016
• Subjects: Robustness; Computational modeling
• Online Access: https://hdl.handle.net/10356/80573; http://hdl.handle.net/10220/41414
• Institution: Nanyang Technological University

This paper deals with the problem of historical feature selection for appearance model update in feature-based tracking. In particular, we convert the feature selection procedure into a ranking process where the top-N keypoint features are ranked based on the tracking histories. To the best of our k...