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Dust3r: Geometric 3d vision made easy
Multi-view stereo reconstruction (MVS) in the wild requires to first estimate the camera
intrinsic and extrinsic parameters. These are usually tedious and cumbersome to obtain yet …
intrinsic and extrinsic parameters. These are usually tedious and cumbersome to obtain yet …
[HTML][HTML] Large-scale 3d reconstruction from multi-view imagery: A comprehensive review
H Luo, J Zhang, X Liu, L Zhang, J Liu - Remote Sensing, 2024 - mdpi.com
Three-dimensional reconstruction is a key technology employed to represent virtual reality in
the real world, which is valuable in computer vision. Large-scale 3D models have broad …
the real world, which is valuable in computer vision. Large-scale 3D models have broad …
High-frequency stereo matching network
H Zhao, H Zhou, Y Zhang, J Chen… - Proceedings of the …, 2023 - openaccess.thecvf.com
In the field of binocular stereo matching, remarkable progress has been made by iterative
methods like RAFT-Stereo and CREStereo. However, most of these methods lose …
methods like RAFT-Stereo and CREStereo. However, most of these methods lose …
Mocha-stereo: Motif channel attention network for stereo matching
Learning-based stereo matching techniques have made significant progress. However
existing methods inevitably lose geometrical structure information during the feature channel …
existing methods inevitably lose geometrical structure information during the feature channel …
Direct2. 5: Diverse text-to-3d generation via multi-view 2.5 d diffusion
Recent advances in generative AI have unveiled significant potential for the creation of 3D
content. However current methods either apply a pre-trained 2D diffusion model with the …
content. However current methods either apply a pre-trained 2D diffusion model with the …
[HTML][HTML] Deep learning based multi-view stereo matching and 3D scene reconstruction from oblique aerial images
In this paper, we propose a practical three-dimensional (3D) real-scene reconstruction
framework named Deep3D, which is paired with a deep learning based multi-view stereo …
framework named Deep3D, which is paired with a deep learning based multi-view stereo …
[HTML][HTML] A general deep learning based framework for 3D reconstruction from multi-view stereo satellite images
In this paper, we propose a general deep learning based framework, named Sat-MVSF, to
perform three-dimensional (3D) reconstruction of the Earth's surface from multi-view optical …
perform three-dimensional (3D) reconstruction of the Earth's surface from multi-view optical …
Multi-view 3D reconstruction based on deep learning: A survey and comparison of methods
J Wu, O Wyman, Y Tang, D Pasini, W Wang - Neurocomputing, 2024 - Elsevier
An important objective in computer vision is to analyze multiple images and subsequently
reconstruct the shape and structure in 3D. Traditional multi-view 3D reconstruction …
reconstruct the shape and structure in 3D. Traditional multi-view 3D reconstruction …
Gomvs: Geometrically consistent cost aggregation for multi-view stereo
Matching cost aggregation plays a fundamental role in learning-based multi-view stereo
networks. However directly aggregating adjacent costs can lead to suboptimal results due to …
networks. However directly aggregating adjacent costs can lead to suboptimal results due to …
EmoTalk3D: high-fidelity free-view synthesis of emotional 3D talking head
We present a novel approach for synthesizing 3D talking heads with controllable emotion,
featuring enhanced lip synchronization and rendering quality. Despite significant progress in …
featuring enhanced lip synchronization and rendering quality. Despite significant progress in …