Nonlinear 3D Face Morphable Model

• Published in: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition pp. 7346 - 7355
• Main Authors: Tran, Luan, Liu, Xiaoming
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2018
• Subjects: Analytical models; Face; Image reconstruction; Shape; Solid modeling; Three-dimensional displays; Two dimensional displays

As a classic statistical model of 3D facial shape and texture, 3D Morphable Model (3DMM) is widely used in facial analysis, e.g., model fitting, image synthesis. Conventional 3DMM is learned from a set of well-controlled 2D face images with associated 3D face scans, and represented by two sets of PC...