State of the art on 3D reconstruction with RGB‐D cameras

M Zollhöfer, P Stotko, A Görlitz… - Computer graphics …, 2018 - Wiley Online Library
The advent of affordable consumer grade RGB‐D cameras has brought about a profound
advancement of visual scene reconstruction methods. Both computer graphics and …

Deformable 3d gaussians for high-fidelity monocular dynamic scene reconstruction

Z Yang, X Gao, W Zhou, S Jiao… - Proceedings of the …, 2024 - openaccess.thecvf.com
Implicit neural representation has paved the way for new approaches to dynamic scene
reconstruction. Nonetheless cutting-edge dynamic neural rendering methods rely heavily on …

Tensor4d: Efficient neural 4d decomposition for high-fidelity dynamic reconstruction and rendering

R Shao, Z Zheng, H Tu, B Liu… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present Tensor4D, an efficient yet effective approach to dynamic scene modeling. The
key of our solution is an efficient 4D tensor decomposition method so that the dynamic scene …

Nerfies: Deformable neural radiance fields

K Park, U Sinha, JT Barron, S Bouaziz… - Proceedings of the …, 2021 - openaccess.thecvf.com
We present the first method capable of photorealistically reconstructing deformable scenes
using photos/videos captured casually from mobile phones. Our approach augments neural …

Neural 3d video synthesis from multi-view video

T Li, M Slavcheva, M Zollhoefer… - Proceedings of the …, 2022 - openaccess.thecvf.com
We propose a novel approach for 3D video synthesis that is able to represent multi-view
video recordings of a dynamic real-world scene in a compact, yet expressive representation …

Dynmf: Neural motion factorization for real-time dynamic view synthesis with 3d gaussian splatting

A Kratimenos, J Lei, K Daniilidis - European Conference on Computer …, 2024 - Springer
Accurately and efficiently modeling dynamic scenes and motions is considered so
challenging a task due to temporal dynamics and motion complexity. To address these …

Tava: Template-free animatable volumetric actors

R Li, J Tanke, M Vo, M Zollhöfer, J Gall… - … on Computer Vision, 2022 - Springer
Coordinate-based volumetric representations have the potential to generate photo-realistic
virtual avatars from images. However, virtual avatars need to be controllable and be …

Dynamicfusion: Reconstruction and tracking of non-rigid scenes in real-time

RA Newcombe, D Fox, SM Seitz - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
We present the first dense SLAM system capable of reconstructing non-rigidly deforming
scenes in real-time, by fusing together RGBD scans captured from commodity sensors. Our …

Volumedeform: Real-time volumetric non-rigid reconstruction

M Innmann, M Zollhöfer, M Nießner, C Theobalt… - Computer Vision–ECCV …, 2016 - Springer
We present a novel approach for the reconstruction of dynamic geometric shapes using a
single hand-held consumer-grade RGB-D sensor at real-time rates. Our method builds up …

Neural cages for detail-preserving 3d deformations

W Yifan, N Aigerman, VG Kim… - Proceedings of the …, 2020 - openaccess.thecvf.com
We propose a novel learnable representation for detail preserving shape deformation. The
goal of our method is to warp a source shape to match the general structure of a target …