Chapter 1 Synthesizing Personalized Training Programs for Improving Driving Habits 1.1 INTRODUCTION 1.2 RELATED WORK 1.3 OVERVIEW 1.4 VIRTUAL ENVIRONMENT MODELING 1.5 ROUTE SYNTHESIS 1.6 EXPERIMENTS 1.7 RESULTS AND DISCUSSION 1.8 SUMMARY REFERENCES Chapter 2 Learning Personal Manipulation Preferences for Functional Scene Synthesis 2.1 INTRODUCTION 2.2 RELATED WORK 2.3 OVERVIEW 2.4 LEARNING PERSONAL PREFERENCES 2.5 FLOOR PLANE OPTIMIZATION 2.6 WALL PLANE OPTIMIZATION 2.7 EXPERIMENTS 2.8 SUMMARY REFERENCES Chapter 3 Earthquake Safety Training with Personal Performance 3.1 INTRODUCTION 3.2 RELATED WORK 3.3 OVERVIEW 3.4 TECHNICAL APPROACH 3.5 EXPERIMENTS 3.6 RESULTS AND DISCUSSION 3.7 SUMMARY REFERENCES Chapter 4 3D Face Synthesis Driven by Personality Impression 4.1 INTRODUCTION 4.2 RELATED WORK 4.3 OVERVIEW 4.4 PROBLEM FORMULATION 4.5 PERSINALIZTY IMPRESSION CLASSIFICATION 4.6 FACE SIMILARITY METRIC 4.7 COST FUNCTIONS 4.8 FACE SYNTHESIS BY OPTIMIZATION 4.9 EXPERIMENTS 4.10 SUMMARY REFERENCES Chapter 5 Scene Semantics Guided Virtual Agent Positioning in Mixed Reality 5.1 INTRODUCTION 5.2 RELATED WORK 5.3 OVERVIEW 5.4 PREPROCESSING 5.5 TECHNICAL APPROACH 5.6 OPTIMIZATION 5.7 EXPERIMENTS 5.8 USER STUDY