3D Mesh classification and panoramic image segmentation using spherical vector networks with rotation-equivariant self-attention mechanism
Spherical signals exist in many applications such as planetary data, lidar scanning and digitization of 3D objects, so we need models that can effectively process spherical data. When the spherical data is simply projected onto a two-dimensional plane and then convolutional neural networks (CNNs) ar...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2023-05-01
|
| Series: | Journal of King Saud University: Computer and Information Sciences |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S1319157823000927 |