Depth Analogy : Data-Driven Approach for Single Image Depth Estimation Using Gradient Samples

Inferring scene depth from a single monocular image is a highly ill-posed problem in computer vision. This paper presents a new gradient-domain approach, called depth analogy, that makes use of analogy as a means for synthesizing a target depth field, when a collection of RGB-D image pairs is given...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 24(2015), 12 vom: 24. Dez., Seite 5953-66
1. Verfasser: Choi, Sunghwan (VerfasserIn)
Weitere Verfasser: Min, Dongbo, Ham, Bumsub, Kim, Youngjung, Oh, Changjae, Sohn, Kwanghoon
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2015
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article Research Support, Non-U.S. Gov't