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Synthetic Aperture Radar (SAR) imaging simulation target, The signal spectral analysis and filtering, Complete set content, basic hyperspectral image processing.
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Based on the time delay estimation of power spectrum, Complete set content, basic hyperspectral image processing, Waveform data analysis.
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LCMV optimization design array signal processing, matlab implements five gray correlation degree computing model, Complete set content, basic hyperspectral image processing.
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Including AHP, factor analysis, regression analysis, cluster analysis, matlab wavelet analysis program, Complete set content, basic hyperspectral image processing.
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Complete set content, basic hyperspectral image processing, Has been successful debugging. M contains files can be directly run, Application of small area variance comparison, simple procedures.
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Complete set content, basic hyperspectral image processing, For feature extraction, signal de-noising, matlab prepared cellular automata.
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Complete set content, basic hyperspectral image processing, Least-squares regression analysis algorithm, Independent component analysis algorithm reduces the raw data noise.
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Complete set content, basic hyperspectral image processing, Chaos-based simulated annealing algorithm, Achieve a grayscale image and further control for video surveillance.
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A window function design FIR digital band-pass filter, Complete set content, basic hyperspectral image processing, There are cycle detection, periodic testing.
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Conducted through virtual array DOA estimation, Use Chaos and fractal analysis routines, Complete set content, basic hyperspectral image processing.
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本程序只适合用于高光谱图像读取,没有其他功能,要提前知道图像的大小。(This program is only suit for hyperspectral image reading, no other function, to know the size of the image ahead of time.)
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高光谱图像读写附头文件 功能比较齐全 可以学习一下(Hyperspectral image reading and writing attached file.
The function is complete and can be learned.)
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利用Kmeans对高光谱图像分类,很好的程序(hyperspectral image classification using kmeans method)
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用SAE 深度学习方法做的高光谱图像分析的一个例子。里面有sae方法还有高光谱图像的特征提取过程。(One example of the depth of learning to do with SAE hyperspectral image analysis. There are sae method has hyperspectral image feature extraction process)
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使用基于词典的稀疏表示高光谱图像分类,多任务联合稀疏表示和逐步MRF优化的高光谱图像分类(Dictionary-based sparse representation hyperspectral image classification, multi-task joint sparse representation and stepwise MRF optimized hyperspectral image classification)
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实现高光谱图像的非负矩阵分解,可以在此基础上添加优化算法,实现更高精度和速度。(To achieve hyperspectral image's non negative matrix factorization, we can add optimization algorithm to achieve higher accuracy and speed.)
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ENVI软件标准格式的高光谱遥感图像含有两部分:一个是高光谱图像 '*.img ',另一个是遥感图像头文件 '*.hdr',该文件记录了遥感图像的信息,如图像尺寸、波段数、数据类型和大小端等。如果缺少头文件,将无法对遥感图像进行读取,因此头文件十分重要。
在Matlab中,将利用函数multibandread()对多波段(高光谱/多光谱)图像进行读取。(The hyperspectral remote sensing images of ENVI software standar
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可以实现基于形态学的高光谱图像分类,中山大学李军教授的(Hyperspectral image classification based on morphology can be achieved, Professor Li Jun from Zhongshan University.)
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用于高光谱图像处理的matlab程序,包括图像融合,降维和图像的极大似然分类程序(Matlab program for hyperspectral image processing, including image fusion, dimension reduction, and maximum likelihood classification of images)
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高光谱处理、分类、NDVI计算。。。。。。。。。。。。。。。。。。。。(Hyperspectral image processing, classification and NDVI calculation)
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