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SURF-based-image-stitching
SURF算法作为一种新近出现的特征提取方法,在重复度、独特性、鲁棒性3个方面,均超越或接近以往提出的同类方法,并在计算效率上具有明显的优势。本代码采用SURF算法检测图像并进行坐标变换与图像拼接。
采用SURF算法对图像进行检测,其主要是用Hessian矩阵对图像进行检测,对图像的特征提取之后找到图像的特征点。之后采用最近临快速匹配(NN)、随机抽样一致性(RANSAC)算法和最小二乘法参数优化(LM)对特征点进行提纯匹配。最后在两幅图像中进行坐标变换,达到统一坐标系和图像拼接的效果。
(SURF(Speeded Up Robust Features) as a method of feature extraction which newly appeared is over or nearly previous method on duplication, uniqueness, and robustness and have a clear advantage on computational efficiency. This code uses the SURF and coordinate transformation algorithm to detect image and image matching.
This code uses the SURF algorithm of image detection, the main is to use the Hessian matrix of image for testing, to find the image after image feature extraction of feature points. After we used Nearest Neighbor (NN), Random Sample Consensus (RANSAC) algorithm and least square parameter optimization for purification of matching feature points. Coordinate transformation in the last two images, to coordinate system to achieve the same image stitching.
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- 2014-08-30 15:12:42下载
- 积分:1
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Matching-neighborhood-difference-
采用相邻一定距离的邻域图像差,提高了抗干扰能力,对亮度变化不敏感(Matching based on neighborhood difference feature)
- 2012-09-21 20:19:26下载
- 积分:1
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ART2
迭代CT重建血管,希望对大家能够有所帮助(Iterative CT reconstruction of blood vessels, we want to be able to help)
- 2011-10-13 10:51:10下载
- 积分:1
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sichashufenjie
简单的几个四叉树分解程序,主要用于图像的分割(Several simple quadtree decomposition procedure, mainly used for image segmentation)
- 2008-05-18 18:19:16下载
- 积分:1
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BDTime2UTC
实现北斗时(北斗周计数,周内秒)到UTC的转换(transfer BDT to UTC)
- 2021-03-17 22:09:20下载
- 积分:1
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edge_detection
说明: 通过检测二维小波变换的模极大值点可以确定图像的边缘点,利用小波变换的多尺度性用于图像的边缘检测(By detecting modulus maxima point of two-dimensional wavelet transform we can determine the image edge points, using multi-scale nature of wavelet transform in image edge detection)
- 2010-04-13 20:06:43下载
- 积分:1
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figure5_25
图像剧烈湍流模糊,数字图像处理(第二版)第五章例题5.25的实现程序(Severe turbulence fuzzy image, digital image processing (second edition), Chapter V, Example 5.25, to achieve program)
- 2012-05-16 21:33:00下载
- 积分:1
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MedFDTD
计算电磁波辐射的FDTD程序源码,基于C++编写,支持MUR和PML边界条件,能计算SAR及天线辐射方向图(FDTD source code based on C++.Various absorbing boundary, include PEC, Mur, PML Calculate Specific Absorption Rate (SAR) Antenna radiation simulation, calculate radiation power.)
- 2012-05-27 14:10:16下载
- 积分:1
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poPptd
物理光学法+物理绕射计算远场RCS的程序代码,c++程序(Physical optics+ physicaldiffraction computing far-field RCS program code, c++ program)
- 2020-08-26 11:28:13下载
- 积分:1
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sm-bi-sy
final year project related thing.
- 2014-04-15 00:56:54下载
- 积分:1