相机偏转检测和图像校正在ADAS算法中的应用

Željko Sabo, R. Grbić, V. Marinkovic, Miodrag Đukić
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引用次数: 0

摘要

几乎每一辆现代汽车上安装的摄像头都可能由于机械或环境等不同原因而发生偏转。摄像头与参考位置的偏差会影响基于摄像头的高级驾驶辅助系统(ADAS)的性能,比如车道检测。本文给出了一种可能的相机偏转检测和图像校正方法。该方法基于单应性矩阵的估计,该矩阵用于图像变换,然后进行最近邻插值。所提出的图像校正算法在ADAS Alpha开发板上的TDA2xx片上实现。该方法对不同的汽车相机偏离参考位置进行了评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Camera deflection detection and image correction for applications in ADAS algorithms
Cameras that are mounted on almost every modern vehicle can be deflected due to the different reasons such as mechanical or environmental. This deviation of the camera from reference position can affect performance of the camera based Advanced Driving Assistant Systems (ADAS) such as lane detection. In this paper one possible approach for camera deflection detection and image correction is given. The proposed approach is based on estimation of homography matrix that is used for image transformation after which nearest-neighbor interpolation is performed. The presented algorithm for image correction is implemented in TDA2xx System-On-Chip on ADAS Alpha development board. The approach is evaluated for different deflections of the automotive camera from the reference position.
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