Deep Spatiality : Unsupervised Learning of Spatially-Enhanced Global and Local 3D Features by Deep Neural Network with Coupled Softmax
The discriminability of Bag-of-Words representations can be increased via encoding the spatial relationship among virtual words on 3D shapes. However, this encoding task involves several issues, including arbitrary mesh resolutions, irregular vertex topology, orientation ambiguity on 3D surface, inv...
Ausführliche Beschreibung
Bibliographische Detailangaben
Veröffentlicht in: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 27(2018), 9 vom: 22. Juni, Seite 3049-3063
|
1. Verfasser: |
Han, Zhizhong
(VerfasserIn) |
Weitere Verfasser: |
Liu, Zhenbao,
Vong, Chi-Man,
Liua, Yu-Shen,
Bu, Shuhui,
Han, Junwei,
Chen, C L Philip |
Format: | Online-Aufsatz
|
Sprache: | English |
Veröffentlicht: |
2018
|
Zugriff auf das übergeordnete Werk: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
|
Schlagworte: | Journal Article |