Biomedical image classification based on a cascade of an SVM with a reject option and subspace analysis

• Main Authors: Lin, Dongyun, Sun, Lei, Toh, Kar-Ann, Zhang, Jing Bo, Lin, Zhiping
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Cascade Method; Support Vector Machine
• Online Access: https://hdl.handle.net/10356/141942
• Institution: Nanyang Technological University

Automated biomedical image classification could confront the challenges of high level noise, image blur, illumination variation and complicated geometric correspondence among various categorical biomedical patterns in practice. To handle these challenges, we propose a cascade method consisting of tw...