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RealFusion 360° Reconstruction of Any Object from a Single Image [PDF]

open access: yesComputer Vision and Pattern Recognition, 2023
We consider the problem of reconstructing a full 360° photographic model of an object from a single image of it. We do so by fitting a neural radiance field to the image, but find this problem to be severely ill-posed.
Luke Melas-Kyriazi   +3 more
semanticscholar   +1 more source

MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo [PDF]

open access: yesIEEE International Conference on Computer Vision, 2021
We present MVSNeRF, a novel neural rendering approach that can efficiently reconstruct neural radiance fields for view synthesis. Unlike prior works on neural radiance fields that consider per-scene optimization on densely captured images, we propose a ...
Anpei Chen   +6 more
semanticscholar   +1 more source

MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction [PDF]

open access: yesNeural Information Processing Systems, 2022
In recent years, neural implicit surface reconstruction methods have become popular for multi-view 3D reconstruction. In contrast to traditional multi-view stereo methods, these approaches tend to produce smoother and more complete reconstructions due to
Zehao Yu   +4 more
semanticscholar   +1 more source

Unravelling constraints of urban housing reconstruction

open access: yesProgress in Disaster Science, 2021
The Nepal's National Reconstruction Authority (NRA), which was established for reconstruction and recovery of damaged infrastructure by 2015 Gorkha Earthquake, achieved only 43% progress in the Kathmandu Valley in comparison to 75% in the Rural ...
Chandra Bahadur Shrestha   +2 more
doaj   +1 more source

Ischial screw fixation can prevent cup migration in 3D-printed custom acetabular components for complex hip reconstruction

open access: yesArthroplasty, 2022
Introduction Custom acetabular components have become an established method of treating massive acetabular bone defects in hip arthroplasty. Complication rates, however, remain high and migration of the cup is still reported.
Suroosh Madanipour   +8 more
doaj   +1 more source

Occupancy Networks: Learning 3D Reconstruction in Function Space [PDF]

open access: yesComputer Vision and Pattern Recognition, 2018
With the advent of deep neural networks, learning-based approaches for 3D reconstruction have gained popularity. However, unlike for images, in 3D there is no canonical representation which is both computationally and memory efficient yet allows for ...
L. Mescheder   +4 more
semanticscholar   +1 more source

Linking Prioritized Occupational Performance in Patients Undergoing Spasticity-Correcting Upper Limb Surgery to the International Classification of Functioning, Disability, and Health

open access: yesOccupational Therapy International, 2022
Background. Spasticity is generally caused by damage to the spinal cord or the areas of the brain that controls movements, which poses significant limitations in occupational tasks. Objectives.
Therese Ramström   +3 more
doaj   +1 more source

Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information [PDF]

open access: yesIEEE Transactions on Information Theory, 2004
This paper considers the model problem of reconstructing an object from incomplete frequency samples. Consider a discrete-time signal f/spl isin/C/sup N/ and a randomly chosen set of frequencies /spl Omega/.
E. Candès, J. Romberg, T. Tao
semanticscholar   +1 more source

UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction [PDF]

open access: yesIEEE International Conference on Computer Vision, 2021
Neural implicit 3D representations have emerged as a powerful paradigm for reconstructing surfaces from multi-view images and synthesizing novel views.
Michael Oechsle   +2 more
semanticscholar   +1 more source

Erythropoietin Activates Autophagy to Regulate Apoptosis and Angiogenesis of Periodontal Ligament Stem Cells via the Akt/ERK1/2/BAD Signaling Pathway under Inflammatory Microenvironment

open access: yesStem Cells International, 2022
Background. Angiogenic tissue engineering is a vital problem waiting to be settled for periodontal regeneration. Erythropoietin, a multieffect cytokine, has been reported as a protective factor for cell fate.
Denghao Huang   +5 more
doaj   +1 more source

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