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An industrial camera for color image processing with mixed lighting conditions

机译:用于在混合光照条件下进行彩色图像处理的工业相机

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Industrial camera is an important electric device in the machine vision, which serves as an interface between the computers and the real world. There is an increasing demand on the usage of high-speed, miniaturization, portable, low-power, and smart industrial camera. In this paper, we novelly design and develop such a kind of camera for capturing and processing color images from the real world industrial environment with mixed lighting conditions. Besides, a color image processing flow has been embedded in the camera to gain high quality images. For the seek of the robustness of the proposed camera to lighting variations, we improve the algorithm of automatic white balance (AWB). The improved algorithm achieves a sound white balance processing result on real world images. Finally, we realize all the processing flows and algorithms in the embedded system and apply it to practical applications.
机译:工业相机是机器视觉中的重要电子设备,它充当计算机与现实世界之间的接口。对使用高速,小型化,便携式,低功耗和智能工业相机的需求不断增长。在本文中,我们新颖地设计和开发了这种相机,用于在混合照明条件下从现实世界的工业环境中捕获和处理彩色图像。此外,彩色图像处理流程已嵌入相机中,以获取高质量的图像。为了寻求所提出的相机对照明变化的鲁棒性,我们改进了自动白平衡(AWB)算法。改进的算法在真实世界的图像上实现了良好的白平衡处理效果。最后,我们实现了嵌入式系统中的所有处理流程和算法,并将其应用于实际应用。

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