Mining visual collocation patterns via self-supervised subspace learning

• Main Authors: Yuan, Junsong, Wu, Ying
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/96325; http://hdl.handle.net/10220/11425
• Institution: Nanyang Technological University

Traditional text data mining techniques are not directly applicable to image data which contain spatial information and are characterized by high-dimensional visual features. It is not a trivial task to discover meaningful visual patterns from images because the content variations and spatial depend...