Category-level object detection and image classification

• Main Author: Chia, Alex Yong Sang
• Other Authors: Maylor Karhang Leung
• Format: Theses and Dissertations
• Language: English
• Published: 2010
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/42225
• Institution: Nanyang Technological University

Automatic recognition of object categories from complex real-world images is an exciting problem in computer vision. While humans can perform recognition tasks effortlessly and proficiently, replicating this recognition ability of humans in machines is still an incredibly difficult problem. On the o...