40 citations · 49 across the 3 of their papers we have counts for
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cs.CV2022★ 1 cited
Polar Transformation Based Multiple Instance Learning Assisting Weakly Supervised Image Segmentation With Loose Bounding Box Annotations
Juan Wang, Bin Xia
This study investigates weakly supervised image segmentation using loose bounding box supervision. It presents a multiple instance learning strategy based on polar transformation t…
cs.CV2021★ 40 cited
Bounding Box Tightness Prior for Weakly Supervised Image Segmentation
Juan Wang, Bin Xia
This paper presents a weakly supervised image segmentation method that adopts tight bounding box annotations. It proposes generalized multiple instance learning (MIL) and smooth ma…