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Distinctive Image Features from Scale-Invariant Keypoints-Distinctive Image Features from Scale-In variant Keypoints
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本文主要介绍了如何提取图像特征,并进行图像特征匹配-This paper presents a method for extracting distinctive invariant features from
images that can be used to perform reliable matching between different views of
an object or scene.
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Distinctive Image Features from Scale-Invariant Keypoints David G. Lowe
这是一个很好的图象匹配算法(SIFT),同时能处理亮度、平移、旋转、尺度的变化,利用特征点来提取特征描述符,最后在特征描述符之间寻找匹配。
-Distinctive Image Features from Scale-Invariant Keypoints
David G. Lowe
这是一个
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进行特征匹配,选用的是sift算法,该算法匹配能力较强-Distinctive Image Features
from Scale-Invariant Keypoints
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两份SIFT的重要资料:Distinctive Image Features from Scale-Invariant Keypoints(by David G. Lowe),SIFT特征匹配技术讲义(by 赵辉)-SIFT two important information: Distinctive Image Features from Scale-Invariant Keypoints (by David G. Lowe), SIFT feature matching technical
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SIFT 图像匹配经典
Distinctive Image Features from Scale-Invariant Keypoints -classic papers of SIFT image matching
Distinctive Image Features from Scale-Invariant Keypoints
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英文资料 Distinctive Image Features from Scale-Invariant Keypoints-aaaDistinctive Image Features from Scale-Invariant Keypoints_2004 by David lowe
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Distinctive image features from scale invariant keypoints
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The SIFT algorithm[1] takes an image and transforms it into a collection of local feature vectors.
Each of these feature vectors is supposed to be distinctive and invariant to any scaling, rotation or
translation of the image. In the original i
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SIFT 特征描述符 尺度空间 高斯差分 关键点 图像压缩-Distinctive Image Features from Scale-Invariant Keypoints
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SIFT(Scale Invariant Feature Transform)即尺度不变特征变换,是 D. G.Lowe 在 1999 年提出的一种基于图像局部特征的描述算子,并于 2004年做了完善。SIFT算法是一种基于线性尺度空间,对图像缩放、旋转甚至仿射变换保持不变的局部特征描述算子,因此被广泛地应用于机器人定位、导航和地图生成中。-This paper presents a method for extracting distinctive invariant features fro
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matlab 程序,由sift算法提出者提供的程序,可以在作者本人的个人主页上下载到-Distinctive Image Features Scale-Invariant Keypoints
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%this code is the Matlab implimentation of David G. Lowe,
%"Distinctive image features from scale-invariant keypoints,"
%International Journal of Computer Vision, 60, 2 (2004), pp. 91-110.
%this code should be used only for academic res
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