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Point Linking Network for Object Detection
Xinggang Wang, Kaibing Chen, Zilong Huang +2
Object detection is a core problem in computer vision. With the development of deep ConvNets, the performance of object detectors has been dramatically improved. The deep ConvNets…
Deep Patch Learning for Weakly Supervised Object Classification and Discovery
Peng Tang, Xinggang Wang, Zilong Huang +2
Patch-level image representation is very important for object classification and detection, since it is robust to spatial transformation, scale variation, and cluttered background.…
Multiple Instance Detection Network with Online Instance Classifier Refinement
Peng Tang, Xinggang Wang, Xiang Bai +1
Of late, weakly supervised object detection is with great importance in object recognition. Based on deep learning, weakly supervised detectors have achieved many promising results…