Optimizing the cost function of histogram of oriented gradient-based INRIA dataset

• Main Authors: Uy, Roger Luis, Cabredo, Rafael A., Ilao, Joel P.
• Format: text
• Published: Animo Repository 2014
• Subjects: Support vector machines; Image processing; Machine learning; Computer vision; Systems and Communications
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/12626
• Institution: De La Salle University

Person detection in images requires both image processing and machine learning concepts. Image processing techniques are used in extracting feature descriptor sets. The extracted features are then used as inputs for training a machine learning algorithm to perform classification of objects are perso...