DirCNN: Rotation Invariant Geometric Deep Learning

Recently geometric deep learning introduced a new way for machine learning algorithms to tackle point cloud data in its raw form. Pioneers like PointNet and many architectures building on top of its success realize the importance of invariance to initial data transformations. These include shifting,...

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Bibliographic Details
Main Author: Saive, Yannick
Format: Others
Language:English
Published: KTH, Matematisk statistik 2019
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-252573