A neural network based method to regress the 3D face shape and orientation from the input 2D caricature image, and extensive experimental results demonstrate that the method works well for various caricatures.
Authors
Juyong Zhang
8 papers
Yudong Guo
2 papers
Hongrui Cai
3 papers
Zhuang Peng
1 papers
References63 items
1
Modeling Caricature Expressions by 3D Blendshape and Dynamic Texture
2
Learning to Caricature via Semantic Shape Transform
3
Robust Facial Landmark Detection via Occlusion-Adaptive Deep Networks
4
Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection
5
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction
6
WarpGAN: Automatic Caricature Generation
7
Facial Landmark Detection for Manga Images
8
A Deeply-Initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment
9
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors
10
Robust Facial Landmark Detection via a Fully-Convolutional Local-Global Context Network
11
Nonlinear 3D Face Morphable Model
12
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network
13
Alive Caricature from 2D to 3D
14
3D Face Reconstruction from Light Field Images: A Model-free Approach
15
Automatic differentiation in PyTorch
16
Sparse Data Driven Mesh Deformation
17
Improving Landmark Localization with Semi-Supervised Learning
18
Joint head pose and facial landmark regression from depth images
19
CNN-Based Real-Time Dense Face Reconstruction with Inverse-Rendered Photo-Realistic Face Images
20
DeepSketch2Face
21
Deep Alignment Network: A Convolutional Neural Network for Robust Face Alignment
22
Robust facial landmark detection and tracking across poses and expressions for in-the-wild monocular video
23
WebCaricature: a benchmark for caricature recognition
24
3D Face Reconstruction With Geometry Details From a Single Image
25
Regressing Robust and Discriminative 3D Morphable Models with a Very Deep Neural Network
26
Fully Automated and Highly Accurate Dense Correspondence for Facial Surfaces
27
IIIT-CFW: A Benchmark Database of Cartoon Faces in the Wild
28
Face2Face: Real-Time Face Capture and Reenactment of RGB Videos
29
Deep Residual Learning for Image Recognition
30
Computational caricaturization of surfaces
31
Facial Landmark Detection with Tweaked Convolutional Neural Networks
32
Real-time expression transfer for facial reenactment
33
Matching caricatures to photographs
34
High-fidelity Pose and Expression Normalization for face recognition in the wild
35
Dense 3D face alignment from 2D videos in real-time
36
Fitting 3D Morphable Face Models using local features
37
Adam: A Method for Stochastic Optimization
38
Cross-Modal Face Matching: Beyond Viewed Sketches
39
Sparse Localized Decomposition of Deformation Gradients
40
Displaced dynamic expression regression for real-time facial tracking and animation
41
One millisecond face alignment with an ensemble of regression trees
42
FaceWarehouse: A 3D Facial Expression Database for Visual Computing
43
Three-Dimensional Face Caricaturing by Anthropometric Distortions
44
Towards automated caricature recognition
45
Interactive 3D caricature from harmonic exaggeration
46
Semi‐Supervised Learning in Reconstructed Manifold Space for 3D Caricature Generation
47
Dlib-ml: A Machine Learning Toolkit
48
A 3D Face Model for Pose and Illumination Invariant Face Recognition
49
From the Leonardo Archive
50
Sample Based Face Caricature Generation
51
Face Recognition Based on Fitting a 3D Morphable Model
52
Example-based caricature generation with exaggeration
53
Linear combination of transformations
54
3D shape and 2D surface textures of human faces: the role of "averages" in attractiveness and age
55
A Morphable Model For The Synthesis Of 3D Faces
56
Three-Dimensional Caricatures of Human Heads: Distinctiveness and the Perception of Facial Age
57
Automatic Differentiation: Techniques and Applications
58
3D reconstruction using deep learning: a survey
59
Face alignment across large poses: A 3d solution
60
Neural network model for prediction of facial caricature landmark configuration using modified procrustes superimposition method
61
On Linear Variational Surface Deformation Methods
62
Representing Attitude : Euler Angles , Unit Quaternions , and Rotation Vectors
63
The Levenberg-Marquardt algo-rithm: Implementation and theory