Content-Aware Unsupervised Deep Homography Estimation and its Extensions

Homography estimation is a basic image alignment method in many applications. It is usually done by extracting and matching sparse feature points, which are error-prone in low-light and low-texture images. On the other hand, previous deep homography approaches use either synthetic images for supervi...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 3 vom: 01. März, Seite 2849-2863
1. Verfasser: Liu, Shuaicheng (VerfasserIn)
Weitere Verfasser: Ye, Nianjin, Wang, Chuan, Zhang, Jirong, Jia, Lanpeng, Luo, Kunming, Wang, Jue, Sun, Jian
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article