Learning Non-Local Spatial Correlations To Restore Sparse 3D Single-Photon Data

This paper presents a new algorithm for the learning of spatial correlation and non-local restoration of single-photon 3-Dimensional Lidar images acquired in the photon starved regime (fewer or less than one photon per pixel) or with a reduced number of scanned spatial points (pixels). The algorithm...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2019) vom: 11. Dez.
1. Verfasser: Chen, Songmao (VerfasserIn)
Weitere Verfasser: Halimi, Abderrahim, Ren, Ximing, McCarthy, Aongus, Su, Xiuqin, McLaughlin, Stephen, Buller, Gerald S
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article