Weakly Supervised Region Proposal Network and Object Detection.
ECCV, pp. 370-386, 2018.
The Convolutional Neural Network (CNN) based region proposal generation method (i.e. region proposal network), trained using bounding box annotations, is an essential component in modern fully supervised object detectors. However, Weakly Supervised Object Detection (WSOD) has not benefited from CNN-based proposal generation due to the abs...More
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