Visual Tracking via Random Partition Image Hashing

• Main Authors: Guan, Mingyang, Wen, Changyun, Lim, Kwang-Yong, Shan, Mao, Tan, Paul, Ng, Cheng-Leong, Zou, Ying
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2017
• Subjects: binary codes; random processes
• Online Access: https://hdl.handle.net/10356/82416; http://hdl.handle.net/10220/42305
• Institution: Nanyang Technological University

In this paper, we propose a discriminative and robust appearance model based on features extracted from a random partition image hashing algorithm to account for severe occlusion and disappearance. We divide the original image into multiple sub-blocks with random positions and scales. Hash functions...