Gyumin Shim
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View article: GaussianMotion: End-to-End Learning of Animatable Gaussian Avatars with Pose Guidance from Text
GaussianMotion: End-to-End Learning of Animatable Gaussian Avatars with Pose Guidance from Text Open
In this paper, we introduce GaussianMotion, a novel human rendering model that generates fully animatable scenes aligned with textual descriptions using Gaussian Splatting. Although existing methods achieve reasonable text-to-3D generation…
View article: PixelHuman: Animatable Neural Radiance Fields from Few Images
PixelHuman: Animatable Neural Radiance Fields from Few Images Open
In this paper, we propose PixelHuman, a novel human rendering model that generates animatable human scenes from a few images of a person with unseen identity, views, and poses. Previous work have demonstrated reasonable performance in nove…
View article: ReFu: Refine and Fuse the Unobserved View for Detail-Preserving Single-Image 3D Human Reconstruction
ReFu: Refine and Fuse the Unobserved View for Detail-Preserving Single-Image 3D Human Reconstruction Open
Single-image 3D human reconstruction aims to reconstruct the 3D textured surface of the human body given a single image. While implicit function-based methods recently achieved reasonable reconstruction performance, they still bear limitat…
View article: CG-NeRF: Conditional Generative Neural Radiance Fields
CG-NeRF: Conditional Generative Neural Radiance Fields Open
While recent NeRF-based generative models achieve the generation of diverse 3D-aware images, these approaches have limitations when generating images that contain user-specified characteristics. In this paper, we propose a novel model, ref…
View article: Camera Exposure Control for Robust Robot Vision with Noise-Aware Image Quality Assessment
Camera Exposure Control for Robust Robot Vision with Noise-Aware Image Quality Assessment Open
In this paper, we propose a noise-aware exposure control algorithm for robust robot vision. Our method aims to capture the best-exposed image which can boost the performance of various computer vision and robotics tasks. For this purpose, …