An improved particle filter based on cuckoo search for visual tracking

• Published in: 2018 Chinese Control And Decision Conference (CCDC) pp. 3687 - 3691
• Main Authors: Gui-Xia, Fu, Ming-Liang, Gao, Guo-Feng, Zou, Wen-Can, Liu, Li-Na, Liu
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2018
• Subjects: Cuckoo search; Particle degradation; Particle filter; Particle filters; Prediction algorithms; Search problems; Target tracking; Visualization

Particle filter (PF) has been proven to be a powerful tool to solve visual tracking problem. However, the problem of sample impoverishment is a constraint of PF. To solve this problem, a cuckoo search-based particle filter is proposed. The particles in PF are optimized using cuckoo search. The meani...