A Structure-Preserving Multiview Stereo Network for Edge-Aware Height Estimation From Satellite Images
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2025.3626009
Abstract: Accurate height estimation from satellite imagery is essential for digital surface model (DSM) generation in remote sensing applications. Although recent deep learning-based multiview stereo (MVS) methods have advanced height prediction, they often struggle with edge… read more here.
Keywords: edge; estimation satellite; height estimation; estimation ... See more keywords
Learning-Based Multiview Stereo for Remote Sensed Imagery With Relative Depth
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2025.3527550
Abstract: The depth map estimation from a set of remote sensed images has been a challenging task due to the complexity of the real-world scenes, yet it is of great importance for applications such as 3-D… read more here.
Keywords: remote sensed; based multiview; depth; multiview stereo ... See more keywords
Exploiting the Structure Information of Suppositional Mesh for Unsupervised Multiview Stereo
Sign Up to like & getrecommendations! Published in 2022 at "IEEE MultiMedia"
DOI: 10.1109/mmul.2021.3139012
Abstract: In this article, we propose the suppositionalmesh-based unsupervised multiview stereo network (SMU-MVSNet), a conceptually innovative method that overcomes the challenges when encountering object occlusions and textureless areas by exploiting the intrinsic structure information of the… read more here.
Keywords: unsupervised multiview; suppositional mesh; multiview stereo; structure information ... See more keywords
Visual Consistency Enhancement for Multiview Stereo Reconstruction in Remote Sensing
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2024.3482697
Abstract: Learnable multiview stereo (MVS) aerial image depth estimation has obtained great success in 3-D digital urban reconstruction. Currently, most depth estimation methods in the large-scale sense heavily involve adapting the general MVS framework. However, these… read more here.
Keywords: depth estimation; remote sensing; estimation; multiview stereo ... See more keywords