论文标题
人类行为的统一模拟，感知和产生
Unified Simulation, Perception, and Generation of Human Behavior
论文作者
论文摘要
理解和建模人类行为对于几乎所有涉及人类的计算机视觉和机器人技术应用都是至关重要的。在本论文中，我们采取一种整体方法来进行人类行为建模并解决其三个基本方面 - 模拟，感知和产生。在整个论文中，我们展示了这三个方面是如何深入联系的，以及如何利用和改进一个方面可以极大地使其他方面受益。我们还讨论了所学到的经验教训以及我们对人类行为建模下一步的愿景。
Understanding and modeling human behavior is fundamental to almost any computer vision and robotics applications that involve humans. In this thesis, we take a holistic approach to human behavior modeling and tackle its three essential aspects -- simulation, perception, and generation. Throughout the thesis, we show how the three aspects are deeply connected and how utilizing and improving one aspect can greatly benefit the other aspects. We also discuss the lessons learned and our vision for what is next for human behavior modeling.
