Self-supervised online metric learning with low rank constraint for scene categorization

• Main Authors: Cong, Yang, Liu, Ji, Yuan, Junsong, Luo, Jiebo
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/100216; http://hdl.handle.net/10220/17819
• Institution: Nanyang Technological University

Conventional visual recognition systems usually train an image classifier in a bath mode with all training data provided in advance. However, in many practical applications, only a small amount of training samples are available in the beginning and many more would come sequentially during online rec...