59 citations · 71 across the 9 of their papers we have counts for
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eess.IV2018
Conditional Entropy as a Supervised Primitive Segmentation Loss Function
Sundaresh Ram, Mert R. Sabuncu
Supervised image segmentation assigns image voxels to a set of labels, as defined by a specific labeling protocol. In this paper, we decompose segmentation into two steps. The firs…
eess.IV2018★ 6 cited
Joint Cell Nuclei Detection and Segmentation in Microscopy Images Using 3D Convolutional Networks
Sundaresh Ram, Vicky T. Nguyen, Kirsten H. Limesand +1
We propose a 3D convolutional neural network to simultaneously segment and detect cell nuclei in confocal microscopy images. Mirroring the co-dependency of these tasks, our propose…