Deep Color Guided Coarse-to-Fine Convolutional Network Cascade for Depth Image Super-Resolution

Depth image super-resolution is a significant yet challenging task. In this paper, we introduce a novel deep color guided coarse-to-fine convolutional neural network (CNN) framework to address this problem. First, we present a datadriven filter method to approximate the ideal filter for depth image...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2018) vom: 08. Okt.
1. Verfasser: Wen, Yang (VerfasserIn)
Weitere Verfasser: Sheng, Bin, Li, Ping, Lin, Weiyao, Feng, David Dagan
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