Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction

• Published in: Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 20331 - 20341
• Main Authors: Yang, Ziyi, Gao, Xinyu, Zhou, Wen, Jiao, Shaohui, Zhang, Yuqing, Jin, Xiaogang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 16.06.2024
• Subjects: 3D Gaussian Splatting; Annealing; Deformable models; Dynamic reconstruction; Interpolation; Smoothing methods; Solid modeling; Three-dimensional displays; Training

Implicit neural representation has paved the way for new approaches to dynamic scene reconstruction. Nonetheless, cutting-edge dynamic neural rendering methods rely heavily on these implicit representations, which frequently struggle to capture the intricate details of objects in the scene. Furtherm...