Atif Muhammad, Lee Sukhan
Intelligent Systems Research Institute (ISRI), College of Information and Communication Engineering, Sungkyunkwan University, Suwon, Gyeonggi-do 440-746, Korea.
Sensors (Basel). 2018 Apr 8;18(4):1139. doi: 10.3390/s18041139.
The quality of the captured point cloud and the scanning speed of a structured light 3D camera system depend upon their capability of handling the object surface of a large reflectance variation in the trade-off of the required number of patterns to be projected. In this paper, we propose and implement a flexible embedded framework that is capable of triggering the camera single or multiple times for capturing single or multiple projections within a single camera exposure setting. This allows the 3D camera system to synchronize the camera and projector even for miss-matched frame rates such that the system is capable of projecting different types of patterns for different scan speed applications. This makes the system capturing a high quality of 3D point cloud even for the surface of a large reflectance variation while achieving a high scan speed. The proposed framework is implemented on the Field Programmable Gate Array (FPGA), where the camera trigger is adaptively generated in such a way that the position and the number of triggers are automatically determined according to camera exposure settings. In other words, the projection frequency is adaptive to different scanning applications without altering the architecture. In addition, the proposed framework is unique as it does not require any external memory for storage because pattern pixels are generated in real-time, which minimizes the complexity and size of the application-specific integrated circuit (ASIC) design and implementation.
结构光3D相机系统的采集点云质量和扫描速度取决于它们在权衡所需投影图案数量的情况下处理具有大反射率变化的物体表面的能力。在本文中,我们提出并实现了一个灵活的嵌入式框架,该框架能够在单个相机曝光设置内单次或多次触发相机,以采集单个或多个投影。这使得3D相机系统即使在帧率不匹配的情况下也能同步相机和投影仪,从而使系统能够针对不同的扫描速度应用投影不同类型的图案。这使得系统即使对于具有大反射率变化的表面也能采集高质量的3D点云,同时实现高扫描速度。所提出的框架在现场可编程门阵列(FPGA)上实现,其中相机触发以这样一种方式自适应生成,即触发的位置和数量根据相机曝光设置自动确定。换句话说,投影频率适应不同的扫描应用,而无需改变架构。此外,所提出的框架是独特的,因为它不需要任何外部存储器进行存储,因为图案像素是实时生成的,这最大限度地降低了专用集成电路(ASIC)设计和实现的复杂性和规模。