Learning spatial regularized correlation filters with response consistency and distractor repression for UAV tracking

• Published in: EURASIP journal on advances in signal processing Vol. 2023; no. 1; pp. 35 - 21
• Main Author: Zhang, Wei
• Format: Journal Article
• Language: English
• Published: Cham Springer International Publishing 01.12.2023; Springer; Springer Nature B.V; SpringerOpen
• Subjects: Algorithms; Background noise; Consistency; Correlation; Correlation filter; Drone aircraft; Engineering; Optical tracking; Quantum Information Technology; Regularization; Response map; Signal,Image and Speech Processing; Spatial–temporal information; Spintronics; Unmanned aerial vehicle (UAV); Unmanned aerial vehicles; Visual object tracking; China; Visual object tracking; Response map; Unmanned aerial vehicle (UAV); Correlation filter; Spatial–temporal information

Correlation filter-based trackers have made significant progress in visual object tracking for various types of unmanned aerial vehicle (UAV) applications due to their promising performance and efficiency. However, the boundary effect remains a challenging problem. Several methods enlarge search are...