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cs.CV2022
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation
Hritam Basak, Soumitri Chattopadhyay, Rohit Kundu +2
Due to the scarcity of labeled data, Contrastive Self-Supervised Learning (SSL) frameworks have lately shown great potential in several medical image analysis tasks. However, the e…
cs.CV2022★ 4 cited
GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking
Abhishek Kumar, Oladayo S. Ajani, Swagatam Das +1
In machine learning and computer vision, mean shift (MS) qualifies as one of the most popular mode-seeking algorithms used for clustering and image segmentation. It iteratively mov…