ELM embedded discriminative dictionary learning for image classification

• Main Authors: Zeng, Yijie, Li, Yue, Chen, Jichao, Jia, Xiaofan, Huang, Guang-Bin
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Electrical and electronic engineering; Discriminative Dictionary Learning; Extreme Learning Machine
• 在線閱讀: https://hdl.handle.net/10356/160939
• 機構: Nanyang Technological University

Dictionary learning is a widely adopted approach for image classification. Existing methods focus either on finding a dictionary that produces discriminative sparse representation, or on enforcing priors that best describe the dataset distribution. In many cases, the dataset size is often small with...