Hierarchical feature learning for image categorization

• Main Author: Zuo, Zhen
• Other Authors: Wang Gang
• Format: Theses and Dissertations
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/65659
• Institution: Nanyang Technological University

Extracting informative, robust, and compact data representation (feature) has been considered as one of the key factors for good performance in computer vision, and image categorization is one of the most fundamental computer vision problems. Traditionally, hand-crafted features like SIFT and HOG ha...