MONOCULAR DEPTH PREDICTION IN PHOTOGRAMMETRIC APPLICATIONS

Despite the recent success of learning-based monocular depth estimation algorithms and the release of large-scale datasets for training, the methods are limited to depth map prediction and still struggle to yield reliable results in the 3D space without additional scene cues. Indeed, although state-...

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Bibliographic Details
Main Authors: M. Welponer, E. K. Stathopoulou, F. Remondino
Format: Article
Language:English
Published: Copernicus Publications 2022-05-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B2-2022/469/2022/isprs-archives-XLIII-B2-2022-469-2022.pdf