Object tracking for autonomous vehicles

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...

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Bibliographic Details
Main Author: Lee, Joseph Yuan Sheng
Other Authors: Justin Dauwels
Format: Thesis
Language:English
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/10356/76041