Object tracking for autonomous vehicles

• Main Author: Lee, Joseph Yuan Sheng
• Other Authors: Justin Dauwels
• Format: Theses and Dissertations
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/76041
• Institution: Nanyang Technological University

This thesis describes a multiple object tracker algorithm for autonomous vehicles based on visual data. The algorithm in this thesis is based on the MDP tracker [1], with extensions to use SiamFC [2] to generate a lightweight encoding used as features for association and tracking. The transitions be...