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The Application of SIFT Algorithm in Blind Road Environmental Image Matching

机译:SIFT算法在盲目道路环境图像匹配中的应用

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Image Matching is a key technology in the intelligent navigation system for the blind, which is based on the computer video. The images of moving blind people, collected at real time, have variety of changes in light, rotation, scaling, etc. Against this feature, we propose a practical matching algorithm, which is based on the SIFT (Scale Invariant, Feature Transform). That is the image matching algorithm. We focus on the algorithm of the SIFT feature extraction and matching, and obtain the feature points of the image through feature extraction algorithm. We verify the effect of the algorithm by selecting practical images with rotation, scaling and different light. The result is that this method can get better matches for the blind road environmental image.
机译:图像匹配是盲人智能导航系统的关键技术,用于基于计算机视频。移动盲人的图像,实时收集,具有各种变化的光,旋转,缩放等。在此功能中,我们提出了一种实用的匹配算法,该算法基于SIFT(秤不变,功能变换)。这是图像匹配算法。我们专注于SIFT特征提取和匹配的算法,通过特征提取算法获得图像的特征点。通过选择具有旋转,缩放和不同光的实际图像来验证算法的效果。结果是,这种方法可以获得更好的盲目道路环境图像的比赛。

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