It presents two algorithms for 3D face modeling from an image sequence. The first method works by creating an initial estimate using multiframe structure from motion (SfM) reconstruction framework, which is refined by comparing against a generic face model. The comparison is carried out using an ...
3DMM 研究人员们在很早就提出了一个三维可形变人脸模型(即3D Morphable models),它的核心思想就是可以定义一组人脸作为基底人脸,然后任意一个人脸都可以由这组基底人脸线性加权得到。 1999年文章《A Morphable Model For The Synthesis Of 3D Faces》提出了建立人脸数据库的方法,但没有开源数据集; Pascal Paysan等人...
Implementation of a 3D Face Generative Model generative-modelmesh-generationtexture-synthesis3d-faceauto-encoder3d-face-modellingshape-synthesis UpdatedOct 17, 2023 Python SeIF: Semantic-constrained Deep Implicit Function for Single-image 3D Head Reconstruction ...
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A model for my face using 3D Face Reconstruction from a Single Image License: CC AttributionCreative Commons Attribution Learn more Published7 years ago Dec 21st 2017 People3D Models reconstruction Download 3D model Kimono Girl Hellcutter 9.3kViews1Comment ...
第二种做法是多张照片,叫做photometric stereo approach 《Photometric method for determining surface orientation》 假设所有的脸都是在某个shape manifold上,每一个元素都是一张脸,可以用来生成新的脸。 3D Morphable Model (3DMM)是一种statistical face model。
Photometric optimization code for creating the FLAME texture space and other applications python computer-vision optimization 3d-model 3d-graphics 3d-shapes 3d-face-reconstruction pytorch-implementation texture-maps flame-model ffhq texture-space flame-texture pytorch3d Updated Mar 31, 2022 Python as...
Self-supervised Learning of Detailed 3D Face Reconstruction In this paper, we present an end-to-end learning framework for detailed 3D face reconstruction from a single image. Our approach uses a 3DMM-based coarse model and a displacement map in UV-space to represent a 3D face. Unlike previou...
We proposed a new optimisation method — Efficient Stepwise Optimisation (ESO) — for fitting a 3D morphable face model to a 2D face image. In order to improve the optimisation efficiency, the method decouples the geometric and photometric optimisations and uses least squares sequentially to optimise...
3d-face3d-landmark UpdatedDec 24, 2022 Python 3D model viewer for the eos Morphable Model library computer-visionface-models3d-face3d-morphable-face-model UpdatedDec 12, 2018 C++ Reconstructing real-time 3D faces from 2D images using deep learning. ...