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Photometric Calibration and Image Stitching for a Large Field of View Multi-Camera System

机译:大视野多相机系统的光度校准和图像拼接

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摘要

A new compact large field of view (FOV) multi-camera system is introduced. The camera is based on seven tiny complementary metal-oxide-semiconductor sensor modules covering over 160° × 160° FOV. Although image stitching has been studied extensively, sensor and lens differences have not been considered in previous multi-camera devices. In this study, we have calibrated the photometric characteristics of the multi-camera device. Lenses were not mounted on the sensor in the process of radiometric response calibration to eliminate the influence of the focusing effect of uniform light from an integrating sphere. Linearity range of the radiometric response, non-linearity response characteristics, sensitivity, and dark current of the camera response function are presented. The R, G, and B channels have different responses for the same illuminance. Vignetting artifact patterns have been tested. The actual luminance of the object is retrieved by sensor calibration results, and is used to blend images to make panoramas reflect the objective luminance more objectively. This compensates for the limitation of stitching images that are more realistic only through the smoothing method. The dynamic range limitation of can be resolved by using multiple cameras that cover a large field of view instead of a single image sensor with a wide-angle lens. The dynamic range is expanded by 48-fold in this system. We can obtain seven images in one shot with this multi-camera system, at 13 frames per second.
机译:介绍了一种新的紧凑型大视场(FOV)多相机系统。该摄像机基于七个微小的互补金属氧化物半导体传感器模块,覆盖了超过160°×160°的视野。尽管已对图像拼接进行了广泛研究,但在以前的多相机设备中尚未考虑传感器和镜头的差异。在这项研究中,我们已经校准了多相机设备的光度特性。在辐射响应校准过程中,未将透镜安装在传感器上,以消除来自积分球的均匀光的聚焦效果的影响。介绍了辐射响应的线性范围,非线性响应特性,灵敏度和相机响应函数的暗电流。对于相同的照度,R,G和B通道具有不同的响应。渐晕伪影模式已经过测试。物体的实际亮度通过传感器校准结果获取,并用于混合图像以使全景更客观地反映物体的亮度。这补偿了仅通过平滑方法才能实现的拼接图像的局限性。可以通过使用覆盖大视野的多个摄像头而不是使用带有广角镜的单个图像传感器来解决的动态范围限制。在此系统中,动态范围扩大了48倍。使用这种多相机系统,我们可以以13帧/秒的速度一次拍摄7张图像。

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