108 citations · 327 across the 75 of their papers we have counts for
Showing 2018 · eess.IVShow all
2 papers · 2 filters
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
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…