Vision based pedestrian detection using histogram of oriented gradients, Adaboost & linear support vector machines

Pedestrian detection systems are valuable in a variety of applications such as in advanced driver assistance systems and advanced robots. This study presents a pedestrian detection system that uses Histogram of Oriented Gradients (HOG) as feature descriptor, and AdaBoost and Linear Support Vector Ma...

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Bibliographic Details
Main Authors: Hilado, Samantha D. F., Dadios, Elmer P., Gan Lim, Laurence A., Sybingco, Edwin, Marfori, Isidro V., Chua, Alvin Y.
Format: text
Published: Animo Repository 2012
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/1375
https://animorepository.dlsu.edu.ph/context/faculty_research/article/2374/type/native/viewcontent
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Institution: De La Salle University
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