Rare bioparticle detection via deep metric learning

• Main Authors: Luo, Shaobo, Shi, Yuzhi, Chin, Lip Ket, Zhang, Yi, Wen, Bihan, Sun, Ying, Nguyen, Binh T. T., Chierchia, Giovanni, Talbot, Hugues, Bourouina, Tarik, Jiang, Xudong, Liu, Ai-Qun
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Optofluidics; Biomedical Engineering
• Online Access: https://hdl.handle.net/10356/151478
• Institution: Nanyang Technological University

Recent deep neural networks have shown superb performance in analyzing bioimages for disease diagnosis and bioparticle classification. Conventional deep neural networks use simple classifiers such as SoftMax to obtain highly accurate results. However, they have limitations in many practical applicat...