Online active proposal set generation for weakly supervised object detection

• Main Authors: Jin, Ruibing, Lin, Guosheng, Wen, Changyun
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Engineering::Computer science and engineering; Weakly Supervised Learning; Object Detection
• Online Access: https://hdl.handle.net/10356/161623
• Institution: Nanyang Technological University

To reduce the manpower consumption on box-level annotations, many weakly supervised object detection methods which only require image-level annotations, have been proposed recently. The training process in these methods is formulated into two steps. They firstly train a neural network under weak sup...