Neural radiance flow for 4d view synthesis and video processing

Y Du, Y Zhang, HX Yu, JB Tenenbaum… - 2021 IEEE/CVF …, 2021 - computer.org
We present a method, Neural Radiance Flow (NeRFlow), to learn a 4D spatial-temporal
representation of a dynamic scene from a set of RGB images. Key to our approach is the use …

Occupancy flow: 4d reconstruction by learning particle dynamics

M Niemeyer, L Mescheder… - Proceedings of the …, 2019 - openaccess.thecvf.com
Deep learning based 3D reconstruction techniques have recently achieved impressive
results. However, while state-of-the-art methods are able to output complex 3D geometry, it …

Deepcap: Monocular human performance capture using weak supervision

M Habermann, W Xu, M Zollhofer… - Proceedings of the …, 2020 - openaccess.thecvf.com
Human performance capture is a highly important computer vision problem with many
applications in movie production and virtual/augmented reality. Many previous performance …

Monoperfcap: Human performance capture from monocular video

W Xu, A Chatterjee, M Zollhöfer, H Rhodin… - ACM Transactions on …, 2018 - dl.acm.org
We present the first marker-less approach for temporally coherent 3D performance capture
of a human with general clothing from monocular video. Our approach reconstructs …

Doublefusion: Real-time capture of human performances with inner body shapes from a single depth sensor

T Yu, Z Zheng, K Guo, J Zhao, Q Dai… - Proceedings of the …, 2018 - openaccess.thecvf.com
We propose DoubleFusion, a new real-time system that combines volumetric dynamic
reconstruction with data-driven template fitting to simultaneously reconstruct detailed …

General decidability theorems for infinite-state systems

PA Abdulla, K Cerans, B Jonsson… - … 11th Annual IEEE …, 1996 - ieeexplore.ieee.org
Over the last few years there has been an increasing research effort directed towards the
automatic verification of infinite state systems. This paper is concerned with identifying …

Avatarcap: Animatable avatar conditioned monocular human volumetric capture

Z Li, Z Zheng, H Zhang, C Ji, Y Liu - European Conference on Computer …, 2022 - Springer
To address the ill-posed problem caused by partial observations in monocular human
volumetric capture, we present AvatarCap, a novel framework that introduces animatable …

Real-time 3D reconstruction techniques applied in dynamic scenes: A systematic literature review

AK Ingale - Computer Science Review, 2021 - Elsevier
Background: Recent developments in capturing devices like kinect, Intel real sense camera
etc., has impelled research in 3D reconstruction especially in the dynamic scene and the …

Deep volumetric video from very sparse multi-view performance capture

Z Huang, T Li, W Chen, Y Zhao, J **ng… - Proceedings of the …, 2018 - openaccess.thecvf.com
We present a deep learning-based volumetric capture approach for performance capture
using a passive and highly sparse multi-view capture system. We focus on a template-free …

Modeling clothing as a separate layer for an animatable human avatar

D **ang, F Prada, T Bagautdinov, W Xu… - ACM Transactions on …, 2021 - dl.acm.org
We have recently seen great progress in building photorealistic animatable full-body codec
avatars, but generating high-fidelity animation of clothing is still difficult. To address these …