Lgm: Large multi-view gaussian model for high-resolution 3d content creation
Abstract 3D content creation has achieved significant progress in terms of both quality and
speed. Although current feed-forward models can produce 3D objects in seconds, their …
speed. Although current feed-forward models can produce 3D objects in seconds, their …
Gaussianstego: A generalizable stenography pipeline for generative 3d gaussians splatting
Recent advancements in large generative models and real-time neural rendering using
point-based techniques pave the way for a future of widespread visual data distribution …
point-based techniques pave the way for a future of widespread visual data distribution …
OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
Most existing human rendering methods require every part of the human to be fully visible
throughout the input video. However, this assumption does not hold in real-life settings …
throughout the input video. However, this assumption does not hold in real-life settings …
3D human avatar reconstruction with neural fields: A recent survey
Abstract 3D human avatar reconstruction aims to reconstruct the 3D geometric shape and
appearance of the human body from various data inputs, such as images, videos, and depth …
appearance of the human body from various data inputs, such as images, videos, and depth …
GeneMAN: Generalizable Single-Image 3D Human Reconstruction from Multi-Source Human Data
Given a single in-the-wild human photo, it remains a challenging task to reconstruct a high-
fidelity 3D human model. Existing methods face difficulties including a) the varying body …
fidelity 3D human model. Existing methods face difficulties including a) the varying body …
Innovative AI techniques for photorealistic 3D clothed human reconstruction from monocular images or videos: a survey
The reconstruction of high-quality 3D clothed humans from monocular images or videos has
gained popularity in recent years due to its significant practical applications. While several …
gained popularity in recent years due to its significant practical applications. While several …
LAM3D: Large Image-Point-Cloud Alignment Model for 3D Reconstruction from Single Image
Large Reconstruction Models have made significant strides in the realm of automated 3D
content generation from single or multiple input images. Despite their success, these models …
content generation from single or multiple input images. Despite their success, these models …
A Survey on 3D Human Avatar Modeling--From Reconstruction to Generation
3D modeling has long been an important area in computer vision and computer graphics.
Recently, thanks to the breakthroughs in neural representations and generative models, we …
Recently, thanks to the breakthroughs in neural representations and generative models, we …