Object Instance Mining for Weakly Supervised Object Detection

• Main Authors: Lin, Chenhao, Wang, Siwen, Xu, Dongqi, Lu, Yu, Zhang, Wayne
• Format: Journal Article
• Language: English
• Published: 03.02.2020
• Subjects: Computer Science - Computer Vision and Pattern Recognition

Weakly supervised object detection (WSOD) using only image-level annotations has attracted growing attention over the past few years. Existing approaches using multiple instance learning easily fall into local optima, because such mechanism tends to learn from the most discriminative object in an im...