反应性视觉系统的性能表征

Subhagato Dutta, Abhishek Chugh, R. Tamburo, Anthony G. Rowe, S. Narasimhan
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引用次数: 0

摘要

我们考虑一类自适应成像和照亮动态环境的投影-摄像机系统。例子包括车辆的自适应前照灯、动态舞台表演照明、自适应动态范围成像和体积显示。开发了一个模拟器来探索这种反应式视觉系统的设计空间。通过分析端到端延迟、抖动和预测算法复杂性的影响,进行仿真来表征系统性能。确定了关键操作点,其中具有简单预测算法的系统可以优于具有更复杂预测算法的系统。在仿真的基础上,构建了一个低延迟、低抖动、紧闭环的反应视觉系统。我们首次测量了端到端延迟,进行了抖动分析,研究了各种预测算法及其对系统性能的影响,将我们的系统性能与以前的工作进行了比较,并演示了降雪样颗粒的失光和快速移动场景的摄影。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Characterization of Reactive Visual Systems
We consider the class of projector-camera systems that adaptively image and illuminate a dynamic environment. Examples include adaptive front lighting in vehicles, dynamic stage performance lighting, adaptive dynamic range imaging and volumetric displays. A simulator is developed to explore the design space of such Reactive Visual Systems. Simulations are conducted to characterize system performance by analyzing the effects of end-to-end latency, jitter, and prediction algorithm complexity. Key operating points are identified where systems with simple prediction algorithms can outperform systems with more complex prediction algorithms. Based on the lessons learned from simulations, a low latency and low jitter, tight closed-loop reactive visual system is built. For the first time, we measure end-to-end latency, perform jitter analysis, investigate various prediction algorithms and their effect on system performance, compare our system's performance to previous work, and demonstrate dis-illumination of falling snow-like particles and photography of fast moving scenes.
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