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Image recognition technology based on projection entropy

机译:基于投影熵的图像识别技术

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摘要

This paper is a study on the shortages of algorithm based on grayscale with low matching speed and feature-based algorithm with low matching rates, meanwhile, the fast algorithm based on grayscale and feature-based algorithm for high matching rate are discussed, and try to combine them, expect to achieve fast matching with high matching rate. Introducing the concept of image entropy and projection characteristics to the image matching completely, to define the image local projection entropy, and an image matching method based on local projection entropy is proposed. Image matching method based on local projection entropy has good ability against geometric distortion, and further reduces the computation; the results indicate that this is a simple and effective method of image matching.
机译:本文研究了基于灰度的低匹配速度算法和基于特征的低匹配率算法的不足,同时探讨了基于灰度的快速算法和基于特征的高匹配率算法,并尝试结合起来,期望以高匹配率实现快速匹配。将图像熵的概念和投影特性完全引入图像匹配中,定义图像局部投影熵,提出了一种基于局部投影熵的图像匹配方法。基于局部投影熵的图像匹配方法具有良好的抗几何畸变能力,进一步减少了计算量。结果表明,这是一种简单有效的图像匹配方法。

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