Efficient learning methods for high dimensional visual data

• Main Author: Chen, Marcus Caixing
• Other Authors: Cham Tat Jen
• Format: Theses and Dissertations
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/65624
• Institution: Nanyang Technological University

High dimensional visual data, derived from images or videos, is ubiquitous as advance camera technologies enable more measurements per sample to be captured. Increasingly sophisticated visual data representations further contribute to an increase in data dimensionality. To facilitate high level visu...