Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review

TAQ Nguyen, A Bourki, M Macudzinski… - arXiv preprint arXiv …, 2024 - arxiv.org
This review thoroughly examines the role of semantically-aware Neural Radiance Fields
(NeRFs) in visual scene understanding, covering an analysis of over 250 scholarly papers. It …

Frankenstein: Generating Semantic-Compositional 3D Scenes in One Tri-Plane

H Yan, Y Li, Z Wu, S Chen, W Sun, T Shang… - arXiv preprint arXiv …, 2024 - arxiv.org
We present Frankenstein, a diffusion-based framework that can generate semantic-
compositional 3D scenes in a single pass. Unlike existing methods that output a single …

Transfer Learning based Parameterized 3D Mesh Deformation with 2D Stylized Cartoon Character.

S Byun, B Kim, W Shin, Y Jung… - KSII Transactions on …, 2023 - search.ebscohost.com
As interest in the metaverse has grown, there has been a demand for avatars that can
represent individual users. Consequently, research has been conducted to reduce the time …

MagicCartoon: 3D Pose and Shape Estimation for Bipedal Cartoon Characters

YP Song, YT Liu, X Wu, Q He, Z Yuan… - ACM Multimedia …, 2024 - openreview.net
The 3D model can be estimated by regressing the pose and shape parameters from the
image data of the digital model. The reconstruction of 3D cartoon characters poses a …

神经辐射场的研究现状与展望

李吉洋, 程乐超, 何靖璇, 王章野 - 计算机辅助设计与图形学学报, 2024 - jcad.cn
基于2D 图片的视点合成一直是计算机视觉和计算机图形学领域中的一个关键问题,
旨在通过一组目标场景的2D 图片合成新视角下的场景图片. 神经辐射场作为一种新颖的隐式 …

Talking Head (?) Anime from a Single Image 4: Improved Model and Its Distillation

P Khungurn - arXiv preprint arXiv:2311.17409, 2023 - arxiv.org
We study the problem of creating a character model that can be controlled in real time from a
single image of an anime character. A solution to this problem would greatly reduce the cost …

Controllable Feature-Preserving Style Transfer

F Chen, N Ji, Y Zhao, F Gao - International Conference on AI-generated …, 2023 - Springer
This paper proposes a new style transfer quality assessment approach introducing
quantifiable metrics to optimize. First, we utilize a pre-trained DualStyleGAN model to …

Three-Dimension Animation Character Design Based on Probability Genetic Algorithm

Y Gao - 2024 International Conference on Data Science and …, 2024 - ieeexplore.ieee.org
The Three-Dimension (3D) animation design typically rely on front and back information is
critical component in many downstream image processing task such as activity recognition …

[引用][C] Current Status and Prospects of Research on Neural Radiance Fields

J Li, L Cheng, J He, Z Wang - Journal of Computer-Aided Design & Computer … - jcad.cn
The problem of novel view synthesis, a significant area of research in computer vision and
graphics, involves the generation of an image from a novel viewpoint, utilizing a set of 2D …