DeepSFM : Robust Deep Iterative Refinement for Structure From Motion
Structure from Motion (SfM) is a fundamental computer vision problem which has not been well handled by deep learning. One of the promising solutions is to apply explicit structural constraint, e.g., 3D cost volume, into the neural network. Obtaining accurate camera poses from images alone can be ch...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 6 vom: 05. Mai, Seite 4058-4074
|
|---|
| 1. Verfasser: |
Ren, Xinlin
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Wei, Xingkui,
Li, Zhuwen,
Fu, Yanwei,
Zhang, Yinda,
Xue, Xiangyang |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2024
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
|
|---|
| Schlagworte: | Journal Article |
|---|