Weakly- and Semi-Supervised Object Detection with Expectation-Maximization Algorithm

Ziang Yan
Ziang Yan
Weishen Pan
Weishen Pan
Jin Li
Jin Li

arXiv: Computer Vision and Pattern Recognition, Volume abs/1702.08740, 2017.

Cited by: 22|Views36
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Abstract:

Object detection when provided image-level labels instead of instance-level labels (i.e., bounding boxes) during training is an important problem in computer vision, since large scale image datasets with instance-level labels are extremely costly to obtain. In this paper, we address this challenging problem by developing an Expectation-Ma...More

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