Browsing 39-Issue 1 by Author "Zhou, J."

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    • SiamesePointNet: A Siamese Point Network Architecture for Learning 3D Shape Descriptor 

      Zhou, J.; Wang, M. J.; Mao, W. D.; Gong, M. L.; Liu, X. P. (© 2020 Eurographics ‐ The European Association for Computer Graphics and John Wiley & Sons Ltd, 2020)
      We present a novel deep learning approach to extract point‐wise descriptors directly on 3D shapes by introducing Siamese Point Networks, which contain a global shape constraint module and a feature transformation operator. ...