Deep Monocular Depth Estimation via Integration of Global and Local Predictions

Recent works on machine learning have greatly advanced the accuracy of single image depth estimation. However, the resulting depth images are still over-smoothed and perceptually unsatisfying. This paper casts depth prediction from single image as a parametric learning problem. Specifically, we prop...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2018) vom: 15. Mai
1. Verfasser: Kim, Youngjung (VerfasserIn)
Weitere Verfasser: Jung, Hyungjoo, Min, Dongbo, Sohn, Kwanghoon
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