Browsing Computer Science by Author "Dolz, Jose"
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Constrained-CNN losses for weakly supervised segmentation
Kervadec, Hoel; Dolz, Jose; Tang, Meng; Granger, Eric; Boykov, Yuri; Ben Ayed, Ismail (Elsevier, 2019-05)Weakly-supervised learning based on, e.g., partially labelled images or image-tags, is currently attracting significant attention in CNN segmentation as it can mitigate the need for full and laborious pixel/voxel annotations. ...