我们表明非线性3DMM超过了线性模型能力和它的face alignment, 3D reconstruction的贡献。 Introduction 3DMM是一个统计模型。morphable model(MM)框架提供了两个关键性的益处:1.重构模型和其他模型的点到点通信;2.建模与面部类型的转换。3DMM在很多领域都有着广泛的应用,例如:计算机视觉,图论,人类行为分析和颅面外...
Nonlinear 3D Face Morphable Model 2018 Towards High-fidelity Nonlinear 3D Face Morphable Model 2019 On Learning 3D Face Morphable Model from In-the-wild Images 2019 介绍 看图说话: 首先是Linear 3DMM,训练的数据是成对的3D Scan和2D image,模型最终被表示为两组参数( α,β),分别对应几何和材质的PCA...
Face recognition based on fitting a 3d morphable model IEEE Transactions on pattern analysis and machine intelligence (2003) V. Blanz et al. A morphable model for the synthesis of 3d faces. Siggraph (1999) M. Botsch et al. On linear variational surface deformation methods IEEE Transactions on...
Finally, we used the AAM-TPS approach to create a morphable model (see Section 4.3). We parameterized the original sequences using (4) and ...Cosker, D., Krumhuber, E., and Hilton, A. (2010). "Perception of linear and non- linear motion properties using a FACS validated 3D facial...
54.Combining 3D Morphable Models: A Large scale Face-and-Head Model 作者:Stylianos Ploumpis, Haoyang Wang, Nick Pears, William A. P. Smith, Stefanos Zafeiriou 论文链接:https://arxiv.org/abs/1903.03785 53.Bi-Directional Cascade Network for Perceptual Edge Detection 作者:Jianzhong He, Shiliang...