Event-based cameras (ECs) are bio-inspired sensors that asynchronously report brightness changes for each pixel. Due to their high dynamic range, pixel bandwidth, temporal resolution, low power consumption, and computational simplicity, they are beneficial for vision-based projects in challenging lighting conditions and they can detect fast movements with their microsecond response time. The first generation of ECs are monochrome, but color data is very useful and sometimes essential for certain vision-based applications. The latest technology enables manufacturers to build color ECs, trading off the size of the sensor and substantially reducing the resolution compared to monochrome models, despite having the same bandwidth. In addition, ECs only detect changes in light and do not show static or slowly moving objects. We introduce a method to detect full RGB events using a monochrome EC aided by a structured light projector. The projector emits rapidly changing RGB patterns of light beams on the scene, the reflection of which is captured by the EC. We combine the benefits of ECs and projection-based techniques and allow depth and color detection of static or moving objects with a commercial TI LightCrafter 4500 projector and a monocular monochrome EC, paving the way for frameless RGB-D sensing applications.
翻译:以事件为基础的照相机(ECs)是受生物启发的传感器,它无时不刻不响地报告每个像素的亮度变化。由于其高动态范围、像素带宽、时间分辨率、低电耗和计算简单性,它们有利于在具有挑战性照明条件下的基于愿景的项目,并且能够用微秒反应时间探测到快速移动。第一代ECs是单色的,但颜色数据对于某些基于视觉的应用非常有用,有时非常重要。最新技术使制造商能够制造彩色ECs,交换传感器的大小,并大大降低分辨率与单色模型相比。此外,ECs只探测光线的变化,而不显示静态或缓慢移动的物体。我们引入一种方法,利用结构化光投影仪协助的单色ECECs,来探测全RGB事件。投影器迅速改变着屏幕上的RGB光束模式,欧盟委员会正在捕捉到这种模式的反射镜。我们把ECs和投影技术的好处结合起来,并允许对静态或移动的物体进行深度和颜色探测,而以固定或移动的MA-RCS-ROC的探空基的探像仪,用于商业光仪的EC-CI-CI-CI-CI-CI-CI-L-I-L-L-I LIS-IL-IL-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-L-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I-I