Hierarchical memory-guided long-term tracking with meta transformer inquiry network

• Main Authors: WANG, Xingmei, NIE, Guohao, LI, Boquan, ZHAO, Yilin, KANG, Minyang, LIU, Bo
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: visual tracking; long-term tracking; memory tracking; transformer; meta-learning; Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/sis_research/8227
• Institution: Singapore Management University

Long-term tracking is a critical and rapidly developing field in visual object tracking research. The tracking target’s appearance can change over time due to its motion or environmental factors, resulting in various appearance patterns. Those factors, such as dense distractors, confusing background...