Super resolution of fisheye images captured by on-vehicle camera for visibility support

T. Takano, Shintaro Ono, Y. Matsushita, Hiroshi Kawasaki, K. Ikeuchi
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引用次数: 8

Abstract

Fisheye cameras are widely adopted in the back view camera of vehicles and the surveillance camera. Compared to the normal digital cameras, their resolution and image quality are low. In this paper, we propose a method to restore the high resolution images from the fisheye camera by the reconstructed type of super resolution. First, we undistort the fisheye images and regularize these images. Then we super-resolve these regularized images. Blur kernel for super resolution includes the lens blur and the expansion and reduction by the undistortion. The experimental results confirms to the effectiveness of our method which applies to the images captured by the digital camera with fish-eye lens.
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超分辨率的鱼眼图像捕获的能见度支持车载相机
鱼眼摄像头广泛应用于车辆后视摄像头和监控摄像头中。与普通数码相机相比,其分辨率和图像质量较低。本文提出了一种利用超分辨率重构型恢复鱼眼相机高分辨率图像的方法。首先对鱼眼图像进行失真处理,并对其进行正则化处理。然后我们超分辨率这些正则化的图像。超分辨率模糊核包括镜头模糊和不失真的扩展和减少。实验结果验证了该方法的有效性,该方法适用于鱼眼镜头数码相机拍摄的图像。
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