Dynibar: Neural dynamic image-based rendering

Z Li, Q Wang, F Cole, R Tucker… - Proceedings of the …, 2023 - openaccess.thecvf.com
We address the problem of synthesizing novel views from a monocular video depicting a
complex dynamic scene. State-of-the-art methods based on temporally varying Neural …

Robust dynamic radiance fields

YL Liu, C Gao, A Meuleman… - Proceedings of the …, 2023 - openaccess.thecvf.com
Dynamic radiance field reconstruction methods aim to model the time-varying structure and
appearance of a dynamic scene. Existing methods, however, assume that accurate camera …

Spacetime gaussian feature splatting for real-time dynamic view synthesis

Z Li, Z Chen, Z Li, Y Xu - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Novel view synthesis of dynamic scenes has been an intriguing yet challenging problem.
Despite recent advancements simultaneously achieving high-resolution photorealistic …

Vision transformer for nerf-based view synthesis from a single input image

KE Lin, YC Lin, WS Lai, TY Lin… - Proceedings of the …, 2023 - openaccess.thecvf.com
Although neural radiance fields (NeRF) have shown impressive advances in novel view
synthesis, most methods require multiple input images of the same scene with accurate …

Representing volumetric videos as dynamic mlp maps

S Peng, Y Yan, Q Shuai, H Bao… - Proceedings of the …, 2023 - openaccess.thecvf.com
This paper introduces a novel representation of volumetric videos for real-time view
synthesis of dynamic scenes. Recent advances in neural scene representations …

Dynpoint: Dynamic neural point for view synthesis

K Zhou, JX Zhong, S Shin, K Lu… - Advances in …, 2024 - proceedings.neurips.cc
The introduction of neural radiance fields has greatly improved the effectiveness of view
synthesis for monocular videos. However, existing algorithms face difficulties when dealing …

Fast View Synthesis of Casual Videos with Soup-of-Planes

YC Lee, Z Zhang, K Blackburn-Matzen… - … on Computer Vision, 2024 - Springer
Novel view synthesis from an in-the-wild video is difficult due to challenges like scene
dynamics and lack of parallax. While existing methods have shown promising results with …

Swings: sliding windows for dynamic 3D gaussian splatting

R Shaw, M Nazarczuk, J Song, A Moreau… - … on Computer Vision, 2024 - Springer
Novel view synthesis has shown rapid progress recently, with methods capable of producing
increasingly photorealistic results. 3D Gaussian Splatting has emerged as a promising …

Epic fields: Marrying 3d geometry and video understanding

V Tschernezki, A Darkhalil, Z Zhu… - Advances in …, 2024 - proceedings.neurips.cc
Neural rendering is fuelling a unification of learning, 3D geometry and video understanding
that has been waiting for more than two decades. Progress, however, is still hampered by a …

Recent Trends in 3D Reconstruction of General Non‐Rigid Scenes

R Yunus, JE Lenssen, M Niemeyer… - Computer Graphics …, 2024 - Wiley Online Library
Reconstructing models of the real world, including 3D geometry, appearance, and motion of
real scenes, is essential for computer graphics and computer vision. It enables the …