A topological encoding convolutional neural network for segmentation of 3D multiphoton images of brain vasculature using persistent homology

Mohammad Haft-Javaherian, Martin Villiger, Chris B. Schaffer, Nozomi Nishimura, Polina Golland, Brett E. Bouma. A topological encoding convolutional neural network for segmentation of 3D multiphoton images of brain vasculature using persistent homology. In 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR Workshops 2020, Seattle, WA, USA, June 14-19, 2020. pages 4262-4271, IEEE, 2020. [doi]

Abstract

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