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Deep-learning for 3D reconstruction [PDF]
Depth perception is paramount for many computer vision applications such as autonomous driving and augmented reality. Despite active sensors (e.g., LiDAR, Time-of-Flight, struc- tured light) are quite diffused, they have severe shortcomings that could be potentially addressed by image-based sensors. Concerning this latter category, deep learning has
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Objective To compare the agreement in judging the responsible vessels for hemifacial spasm (HFS) between the preoperative 3D Slicer 3D reconstruction and the actual intraoperative judgment of microvascular decompression (MVD).
LI Bao-hua +3 more
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3D reconstruction of tensors and vectors [PDF]
Here we have developed formulations for the reconstruction of 3D tensor fields from planar (Radon) and line-integral (X-ray) projections of 3D vector and tensor fields. Much of the motivation for this work is the potential application of MRI to perform diffusion tensor tomography.
Defrise, Michel, Gullberg, Grant T.
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A Cluster-Based 3D Reconstruction System for Large-Scale Scenes
The reconstruction of realistic large-scale 3D scene models using aerial images or videos has significant applications in smart cities, surveying and mapping, the military and other fields.
Yao Li, Yue Qi, Chen Wang, Yongtang Bao
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Giant Panda Video Image Sequence and Application in 3D Reconstruction
Giant panda 3D reconstruction technology plays an important role in the research of giant panda protection. Through the analysis of giant panda video image sequence (GPVS), we prove that it has the long-range–dependent characteristics.
Shaoxiang Hu +3 more
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Multi-View 3D Scene Abstraction From Drone-Captured RGB Images
3D map reconstruction plays a critical role in fields such as autonomous driving, urban planning, and virtual reality. Using 2D images from real-world settings, multi-view image-based 3D map reconstruction offers a practical solution across these sectors.
Wooseong Jeong +3 more
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A systematic literature review: Real-time 3D reconstruction method for telepresence system.
Real-time three-dimensional (3D) reconstruction of real-world environments has many significant applications in various fields, including telepresence technology.
Fazliaty Edora Fadzli +2 more
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Reconstructing 3D compact sets
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Cazals, Frédéric, Cohen-Steiner, David
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Because of the intrinsic complexity in computation,three-dimensional (3D) reconstruction is an essential and challenging topic in computer vision research and applications.The existing methods for 3D reconstruction often produce holes,distortions and ...
Chong YU
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The traditional methods for 3D reconstruction mainly involve using image processing techniques or deep learning segmentation models for rib extraction. After post-processing, voxel-based rib reconstruction is achieved.
Darong Zhu +4 more
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