Generic Object Recognition with Local Receptive Fields Based Extreme Learning Machine

• Main Authors: Bai, Zuo, Kasun, Liyanaarachchi Lekamalage Chamara, Huang, Guang-Bin
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2015
• Subjects: Generic object recognition; local receptive fields; Extreme Learning Machine (ELM)
• Online Access: https://hdl.handle.net/10356/81196; http://hdl.handle.net/10220/39168
• Institution: Nanyang Technological University

Generic object recognition is to classify the object to a generic category. Intra-class variabilities cause big troubles for this task. Traditional methods involve plenty of pre-processing steps, like model construction, feature extraction, etc. Moreover, these methods are only effective for some sp...