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Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention
Segmentation and accurate localization of nuclei in histopathological im...
07/16/2020 ∙ by Mihir Sahasrabudhe, et al. ∙
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Proof of Correctness and Time Complexity Analysis of a Maximum Distance Transform Algorithm
The distance transform algorithm is popular in computer vision and machi...
08/05/2019 ∙ by Mihir Sahasrabudhe, et al. ∙
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Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion
In this work we introduce Lifting Autoencoders, a generative 3D surface-...
04/26/2019 ∙ by Mihir Sahasrabudhe, et al. ∙
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Linear and Deformable Image Registration with 3D Convolutional Neural Networks
Image registration and in particular deformable registration methods are...
09/13/2018 ∙ by Stergios Christodoulidis, et al. ∙
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Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance
In this work we introduce Deforming Autoencoders, a generative model for...
06/18/2018 ∙ by Zhixin Shu, et al. ∙
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