Vision based pedestrian detection using histogram of oriented gradients, adaboost, linear support vector machines and optical flow

• Main Author: Hilado, Samantha Denise Fuentes
• Format: text
• Language: English
• Published: Animo Repository 2012
• Subjects: Pedestrians; Mechanical Engineering
• Online Access: https://animorepository.dlsu.edu.ph/etd_masteral/4128; https://animorepository.dlsu.edu.ph/cgi/viewcontent.cgi?article=10966&context=etd_masteral
• Institution: De La Salle University

Pedestrian detection systems are valuable in a variety of applications including advanced driver assistance systems and advanced robots. This study aims to develop a vision-based pedestrian detection system for moving platforms. It uses Histogram of Oriented Gradients (HOG) as feature descriptor, Ad...