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遥感影像的自动配准是长期以来一直未能很好解决的一个重要问题。本文将视频图像匹配中获得巨大成功的SIFT( Scale Invariant Feature Transform)特征应用于遥感影像的自动配准问题中,并且针对遥感影像的成像特点,给出了一种具体的特征匹配方法。对航空和航天遥感影像在不同的变形、不同的光照变化和不同的分辨率下进行的大量实验表明,该方法具有稳定、可靠、快速等特点。-remote sensing images automatic registration is not very
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SIFT,I.E. Scale-invariant feature transform
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A GPU implementation of David Lowe s Scale Invariant Feature Transform compiled on graphics cards
需要显卡芯片支持fp40/vp40,如nvidia 7900, 8800或以上
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用SIFT (Scale Invariant Feature Transform) 算法进行图像特征提取,基于OpenCv的C++代码实现。,Using SIFT (Scale Invariant Feature Transform) algorithm for image feature extraction, based on the OpenCv the C++ Code.
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scale invariant feature transform
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图像特征匹配算法
SCALE INVARIANT FEATURE TRANSFORM -Image feature matching algorithm SCALE INVARIANT FEATURE TRANSFORM
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asift,全名是 affine scale-invariant feature transform ,即 仿射性尺度不变特征变换,是用来提取较大仿射扭曲不变的特征区域的一种方法,相信对大家有用-asift, full name is the affine scale-invariant feature transform, that is, of scale-invariant features of affine transform, is used to extract more of t
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尺度不变特征转换(Scale-invariant feature transform 或 SIFT)-Scale-invariant feature transform
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图像拼接算法中尺度不变特征转换(sift)源码。经过本人测试修改完全可用,对matlab还不怎么熟练的新手有很大帮助。-Image mosaic algorithm scale invariant feature transform (sift) source. After I test change is totally available, not on how skilled novice matlab great help.
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对目前匹配能力很强的基于 特征的图像匹配方法进行研究, 并在该方法中加入极线约束, 有效去除了大部分虚假匹配。提出以特征匹配与区域匹配相结合、边缘特征与角点特征相结合的立体匹配方法。实验证明该方法不仅能够有效地缩短匹配时间, 还能达到较高的匹配精度-The image matching technique based on Scale Invariant Feature Transform is studied and the fake matching points are eliminate
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学习SIFT: Scale Invariant Feature Transform非常经典的程序,注释完备,可运行。-this is one of best sourcecode to learn SIFT.
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SIFT: Scale Invariant Feature Transform
SIFT isn’t just scale invariant. You can change the following, and still get good results:
• Scale (duh)
• Rotation
• Illumination
• Viewpoint
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针对不同摄像头的监控视频序列, 提出了一种基于视频帧 SIFT ( Scale Invariant Feature Transform, 即尺度不变特征变换)
特征跟踪的拼接方法。通过 SIFT算法提取帧图像的特征, 并在跟踪的估计区域搜索匹配特征, 从而确定待整合帧之间的变换参数。实验结果表明, 该方法较好实现视频快速拼接, 且对重叠区域小、 形变大、 有运动物体遮挡的视频具有较强的鲁棒性。-Surveillance cameras for different video sequence
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该代码可以实现尺度不变特征转换(Scale-invariant feature transform 或 SIFT)变换,程序文档中包含了样例图片以及相关代码,能够得到较好效果的特征变量。SIFT是一种电脑视觉的算法用来侦测与描述影像中的局部性特征,它在空间尺度中寻找极值点,并提取出其位置、尺度、旋转不变量。-Scale-invariant feature transform (or SIFT) is an algorithm in computer vision to detect and de
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1999年British Columbia大学大卫.劳伊(David G.Lowe)教授总结了现有的基于不变量技术的特征检测方法,并正式提出了一种基于尺度空间的、对图像缩放、旋转甚至仿射变换保持不变性的图像局部特征描述算子-SIFT(尺度不变特征变换),这种算法在2004年被加以完善。
-University of British Columbia 1999, David Rowe (David G. Lowe) summed up the professor is not variable
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这是sift算法,尺度不变特征转换的实例-This is the sift algorithm, scale-invariant feature transform
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Apply David Lowe s Scale Invariant Feature Transform (SIFT) algorithm to a grayscale image. This algorithm takes a grayscale image as input and returns a set of scale- and rotationally invariant keypoints allong with their corresponding feature descr
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尺度不变特征变换(SIFT算法)Matlab 程序代码-Scale-invariant feature transform (SIFT algorithm) Matlab code
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This paper investigates a new face recognition system based on an efficient design of MLP classifier using each SIFT (Scale Invariant Feature Transform) keypoint as feature.
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This paper investigates a new face recognition system based on an efficient design of classifier using SIFT (Scale
Invariant Feature Transform) feature keypoint. This proposed system takes the advantage of SIFT feature which possess strong
robust
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