Real time multiple object tracking using deep features and localization information

• Main Authors: Karunasekera, Hasith, Zhang, Handuo, Wang, Han
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; MOT; Computer Vision
• Online Access: https://hdl.handle.net/10356/141797
• Institution: Nanyang Technological University

In this paper we propose a tracking by detection method using a dissimilarity measure calculated based on the location and the appearance information of the object. These dissimilarity values are used in Hungarian Algorithm [1] in the data association step for track identity assignment. We make use...