id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
ajst-7806	Wang, Yujiao; Huo, Hua	Improved Regional Proposal Generation and Proposal Selection Method for Weakly Supervision Object detection	2023	12	.pdf	application/pdf	8268	387	55	Weakly supervised object detection using image level labels as supervision The challenge of weakly supervised object detection is that the dataset is weakly labeled, with only image-level labels available, as shown in Fig. In this paper, a new module can be embedded in the framework of weakly supervised object detection, three modules are introduced into the weakly supervised object detection framework, which is used to generate high-quality proposals and screen these proposals, and finally selecting more accurate proposal boxes that are beneficial for subsequent training, and demonstrate their effectiveness on the PASCAL VOC2007 and PASCAL VOC2012 datasets, in which this paper achieves a significant improvement over the existing classic weakly supervised object detection algorithms with significant improvements.	cache/ajst-7806.pdf	txt/ajst-7806.txt