Fast and accurate vision-based pedestrian detection

Pedestrian detection is an essential task in applications such as automotive safety, surveillance, and robotics. Achieving accurate vision-based pedestrian detection faces many challenges arising from highly cluttered background, high intra-class variations, inconsistent illumination, heavy occlusio...

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Bibliographic Details
Main Author: Zhou, Chengju
Other Authors: Lam Siew Kei
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148933