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Cylindrical panoramic image stitching method based on multi-cameras

机译:基于多相机的圆柱全景图像拼接方法

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摘要

Panoramic stitching technology is the focus of current panoramic technology, and cylindrical panoramas are commonly used because of their ease of capture and storage. Moreover it is a simple method for constructing panoramic video. This paper presents a cylindrical panoramic generation method based on multi-cameras. First, we use a backward-division model, which can rapidly solve the distortion of fish eye lens. Second, in order to maintain consistency of stitching, use the cylindrical projection. Third, we apply SIFT feature detection method to image mosaic process. To ensure the accuracy of matching, we use the RANSAC algorithm to purify the detected feature points. In addition, we use an image fusion method based on Lapalace pyramid. The original images captured by fisheye multi-cameras device are processed according to the procedure described in this paper, and then the cylindrical panoramic image is obtained.
机译:全景拼接技术是当前全景技术的重点,而圆柱形全景图由于易于捕获和存储而被广泛使用。而且,这是一种构造全景视频的简单方法。本文提出了一种基于多摄像机的圆柱全景图生成方法。首先,我们使用后向分割模型,可以快速解决鱼眼镜头的变形。其次,为了保持针迹的一致性,请使用圆柱状的突起。第三,将SIFT特征检测方法应用于图像拼接过程。为了确保匹配的准确性,我们使用RANSAC算法来纯化检测到的特征点。另外,我们使用基于Lapalace金字塔的图像融合方法。鱼眼镜头多相机设备捕获的原始图像按照本文所述的过程进行处理,然后获得圆柱全景图像。

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