Beyond Weakly-supervised: Pseudo Ground Truths Mining for Missing Bounding-boxes Object Detection

Mingli Ding
Mingli Ding
Yancheng Bai
Yancheng Bai

IEEE Transactions on Circuits and Systems for Video Technology, pp. 1-1, 2020.

Cited by: 4|Views8

Abstract:

Due to the shortcomings of the weakly-supervised and fully-supervised object detection (i.e. unsatisfactory performance and expensive annotations, respectively), leveraging partially labeled images in a cost-effective way to train an object detector has attracted much attention. In this paper, we formulate this challenging task as a missi...More

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