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9 Results Found

  • Article
  • Open Access
1 Citations
2,503 Views
24 Pages

29 May 2025

Accurately estimating 3D human pose and body shape from a single monocular image remains challenging, especially under poor lighting or occlusions. Traditional RGB-based methods struggle in such conditions, whereas single-pixel imaging (SPI) in the N...

(This article belongs to the Section Optics and Lasers)
  • Article
  • Open Access
2 Citations
4,835 Views
14 Pages

Three-Dimensional Human Body Reconstruction Using Dual-View Normal Maps

  • Yukun Dong,
  • Shengtao Wang,
  • Junqi Sun,
  • Menghua Wang and
  • Long Cheng

12 December 2024

High-fidelity 3D human body reconstruction is challenging, as single-view methods often lead to distortions due to self-occlusion, and the existing multi-view approaches either focus on pose or exhibit limited performance. This study presents an effi...

(This article belongs to the Special Issue Symmetry and Asymmetry in Machine Learning)
  • Article
  • Open Access
1,005 Views
19 Pages

Gaussian Adaptive Density Control with SDF Constraints (GADC-SDF) for 3D Human Avatar Modeling

  • Yebing Sun,
  • Min Huang,
  • Gangbo Huang,
  • Wenbo Lu and ,
  • Shi He,
  • Jie Li and
  • Jinhe Su
  • + 2 authors+ 0 author

1 April 2026

Three-dimensional Gaussian Splatting (3DGS) methods have achieved real-time rendering and high-precision modeling in 3D human avatar modeling. However, most existing methods perform Gaussian sphere cloning, splitting, and pruning without explicit geo...

  • Article
  • Open Access
2 Citations
6,479 Views
11 Pages

Implicit 3D Human Reconstruction Guided by Parametric Models and Normal Maps

  • Yong Ren,
  • Mingquan Zhou,
  • Yifan Wang,
  • Long Feng and ,
  • Qiuquan Zhu,
  • Kang Li and
  • Guohua Geng
  • + 2 authors+ 0 author

Accurate and robust 3D human modeling from a single image presents significant challenges. Existing methods have shown potential, but they often fail to generate reconstructions that match the level of detail in the input image. These methods particu...

(This article belongs to the Special Issue Self-Supervised Learning for Image Processing and Analysis)
  • Article
  • Open Access
1 Citations
1,490 Views
13 Pages

Reconstructing photorealistic and animatable whole-body avatars from monocular videos is a hot topic in computer vision and computer graphics. However, existing methods still face challenges due to the limited frequency response of single-scale geome...

(This article belongs to the Special Issue Application of Pattern Recognition and Machine Learning)
  • Article
  • Open Access
601 Views
29 Pages

10 September 2026

Expressive human mesh recovery reconstructs the body, hands, and face from a single image. Whole-body models such as SMPL-X offer only coarse control over the face, whereas face models such as FLAME are head-only. Combining them requires maintaining...

(This article belongs to the Special Issue Computational Intelligence and Human–Computer Interaction: Modern Methods and Applications, 3rd Edition)
  • Article
  • Open Access
7 Citations
10,290 Views
24 Pages

17 February 2025

The generation of 3D digital humans has traditionally relied on multi-view imaging systems and large-scale datasets, posing challenges in cost, accessibility, and real-time applicability. To overcome these limitations, this study presents an efficien...

(This article belongs to the Special Issue AI Synergy: Vision, Language, and Modality)
  • Article
  • Open Access
1 Citations
2,387 Views
18 Pages

20 November 2024

We propose the ATGT3D an Animatable Texture Generation and Tracking for 3D Avatars, featuring the innovative design of the Eye Diffusion Module (EDM) and Pose Tracking Diffusion Module (PTDM), which are dedicated to high-quality eye texture generatio...

(This article belongs to the Section Artificial Intelligence)
  • Article
  • Open Access
2 Citations
2,452 Views
21 Pages

Splatting the Cat: Efficient Free-Viewpoint 3D Virtual Try-On via View-Decomposed LoRA and Gaussian Splatting

  • Chong-Wei Wang,
  • Hung-Kai Huang,
  • Tzu-Yang Lin,
  • Hsiao-Wei Hu and
  • Chi-Hung Chuang

30 September 2025

As Virtual Try-On (VTON) technology matures, 2D VTON methods based on diffusion models can now rapidly generate diverse and high-quality try-on results. However, with rising user demands for realism and immersion, many applications are shifting towar...

(This article belongs to the Special Issue 2D/3D Industrial Visual Inspection and Intelligent Image Processing)