2023年三维重建方向论文总结【下】【1】Accurate 3D Face Reconstruction with Facial Component Tokens(基于面部成分标记的精确三维人脸重建) 【2】NeRSemble: Multi - 计算机sci 论文咨询于20240229发布在抖音,已经收获了6个喜欢,来抖音,记录美好生活!
论文地址:Accurate 3D Face Reconstruction with Weakly-Supervised Learning:From Single Image to Image Set 1. 摘要 最近,基于深度学习的 3D 人脸重构方法在质量和效率方面都显示出很好的效果。然而,训练深度卷积神经网络通常需要大量数据,而具有真实三维脸部形状的脸部图像却很少。在本文中,作者提出了一种新颖的...
Weakly-supervised Neural Aggregation for Multi-Image Reconstruction:作者认为同一个人的多个照片应该拥有类似的3D形状,因此他设计了一个方式来用多张2D图片来约束同一个3D模型。即先设计一个confidence net,用于输出每张图片对于目标3D模型的置信度,然后对每个图像由R-NET预测出的shape参数基于C-net给出的置信度做加...
M. Hernandez, T. Hassner, J. Choi, and G. Medioni. Ac- curate 3D face reconstruction via prior constrained structure from motion. Computers & Graphics, 2017. 2Hernandez, M.; Hassner, T.; Choi, J.; Medioni, G. Accurate 3D face reconstruction via prior constrained structure from motion...
Recently, deep learning based 3D face reconstruction methods have shown promising results in both quality and efficiency.However, training deep neural networks typically requires a large volume of data, whereas face images with ground-truth 3D face shapes are scarce. In this paper, we propose a no...
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set —— PyTorch implementation This is an unofficial official pytorch implementation of the following paper: Y. Deng, J. Yang, S. Xu, D. Chen, Y. Jia, and X. Tong,Accurate 3D Face Reconstruction wit...
Tong, Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set, IEEE Computer Vision and Pattern Recognition Workshop (CVPRW) on Analysis and Modeling of Faces and Gestures (AMFG), 2019. (Best Paper Award!) The method enforces a hybrid-level weakly-...
3D surface reconstruction Computer-aided surgery 1. Introduction Osteoarthritis (OA) is a degenerative disease affecting the articulating joints which causes pain and can eventually lead to a complete loss of mobility in the affected joint (Buckwalter and Mankin, 1997). When symptoms of OA of the ...
Ding, C., Tao, D.: Robust face recognition via multimodal deep face representation. IEEE Trans. Multimedia17(11), 2049–2058 (2015) ArticleGoogle Scholar Liang, J., Tu, H., Liu, F., Zhao, Q., Jain, A.K.: 3d face reconstruction from mugshots: Application to arbitrary view face re...
3D Face ReconstructionAFLW2000-3D3DDFA-V2Mean NME3.56%# 4 Compare 3D Face ReconstructionFlorence3DDFA_V2Mean NME3.56# 1 Compare 3D Face ReconstructionNoW Benchmark3DDFA_V2Mean Reconstruction Error (mm)1.57# 11 Compare Stdev Reconstruction Error (mm)1.39# 13 ...