Heterogeneous Facial Analysis and Synthesis
Overview
-1. Introduction
-1.1 Overview
-1.2 Book Structure
-2. Foundation
-2.1 Generative Adversarial Networks-2.2 Variational Auto-encoder
-2.3 Identity Preserving
-2.4 Global-first topological perception
-2.5 Summary
-3. Unconditional Image Generation
-4. Cross-spectral hallucination
-4.1 Adversarial Discriminative Feature Learning
-4.2 Coupled Deep Learning
-4.3 Disentangled Variational Representation
-5. Cosmetic Transfer
-5.1 Bi-Level Adversarial Network
-5.2 3D Guided Generative Network
-6. Face Super Resolution
-6.1 Wavelet-based CNN
-6.2 Deep Digital Zoom
-7. Face Rotation
-7.1 Global and Local Perception GAN
-7.2 Couple-Agent Pose-Guided GAN
-7.3 High Fidelity Pose Invariant Model
-8. Expression Synthesis
-8.1 Geometry-Guided GAN
-8.2 Face Parsing based GAN
-9. Face Completion
-9.1 Face Completion and Editing-9.2 MeshFaces Generation and Removal
-10. Suggestions
-10.1 Data
-10.2 Methods-10.3 Summary
-References
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Details
- ISBN-13: 9789811391477
- ISBN-10: 9811391475
- Publisher: Springer
- Publish Date: June 2020
- Dimensions: 9.21 x 6.14 x 0.22 inches
- Shipping Weight: 0.36 pounds
- Page Count: 97
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