A fast and self-adaptive on-line learning detection system

• Main Authors: Prasad, Mukesh, Zheng, Ding-Rong, Mery, Domingo, Puthal, Deepak, Sundaram, Suresh, Lin, Chin-Teng
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: On-line Learning; Object Detection; Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/90081; http://hdl.handle.net/10220/49424
• Institution: Nanyang Technological University

This paper proposes a method to allow users to select target species for detection, generate an initial detection model by selecting a small piece of image sample and as the movie plays, continue training this detection model automatically. This method has noticeable detection results for several ty...