Enhanced extreme learning machines for image classification

• Main Author: Cui, Dongshun
• Other Authors: Huang Guangbin
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/106446; http://hdl.handle.net/10220/47966
• Institution: Nanyang Technological University

Image Classification is one of the key computer vision tasks. Among numerous machine learning methods, we choose the Extreme Learning Machine (ELM) for our image classification applications. This thesis contributes to four aspects of ELM netwroks. From the view of efficient input data, we have desig...