Data compression is a key problem in the applications of hyperspectral images.
数据压缩是高光谱图像处理应用中的一个关键问题。
A segmented PCA based band selection algorithm of hyperspectral image is proposed.
提出了一种基于分段主成分分析的高光谱图像波段选择算法。
In fact, however, some researches don't need all information of hyperspectral images.
事实上，有很多高光谱的应用研究并不需要用到高光谱图像的全部信息。
Classification is an important means for analysis and application of hyperspectral images.
图像分类是高光谱遥感图像分析与应用的重要手段。
The technical principle and methods of hyperspectral images pre-processing were described.
详细描述了对超光谱图像进行预处理的技术原理和方法。
Independent Component analysis is a new transform for multispectral or hyperspectral datasets.
是多光谱或超光谱数据集的一种新的转换方法。
Used in aerial photography, microscopy and any other applications requiring hyperspectral images.
用于航空摄影，显微镜摄影及其它需要超光谱仪成像之处。
A supervised detection algorithm is presented to detect the target region in hyperspectral imagery.
给出一种有监督检测算法以检测高光谱图像中的区域目标。
In this paper, a new method of hyperspectral anomaly detection based on project pursuit is presented.
该文提出了一种基于投影追踪的高光谱图像异常点检测方法。
Hyperspectral data, scientists have mapped the location of sulfur deposits on the ice surface (red outline).
通过获得的高光谱数据(hyperspectral data)，科学家绘制了冰层表面硫磺沉淀的范围(红色线)。
The application effect of the hyperspectral imaging system heavily relies on the signal to noise ratio.
高光谱成像系统的应用效果非常依赖仪器获取图像的信噪比。
Based on linear prediction and arithmetic coding of hyperspectral image compression, and I hope useful for you.
一种基于线性预测和算术编码的高光谱图像压缩方法，希望对您有用。
Using this hyperspectral data, scientists have mapped the location of sulfur deposits on the ice surface (red outline).
使用这个高光谱数据，科学家已经为冰面硫磺沉积物的位置绘制了地图(红色轮廓)。
At first, adopt the Adaptive Band Selection to compress spectrum dependence of hyperspectral remote sensing image.
首先采用自适应波段选择方法对高光谱遥感图像进行谱间压缩。
However, the conventional image analysis methods can not meet the requirements of hyperspectral image applications.
然而，传统的影像分析方法并不能满足高光谱遥感的应用需求。
Experimental results show that the method can effectively and reliably detect the target from hyperspectral images.
结果表明，该方法能够快速、可靠的检测出小目标。
Using this hyperspectral data, scientists have mapped the location of sulfur deposits on the ice surface (green outline).
使用这个高光谱数据，科学家已经为冰面硫磺沉积物的位置绘制了地图(红色轮廓)。
However, because of the affection of various factors, hyperspectral images are usually seriously corrupted by stripe noises.
但由于各种因素影响，高光谱图像受到了严重的条带噪声干扰。
A framework was proposed for the selection of wavelength bands for multispectral sensors by use of hyperspectral reference data.
利用超光谱数据对多光谱传感器的波段选择提出了一个框架。
And it explore directly the spectral correlations of hyperspectral images. Its method is very simple and easy to be implemented.
预测技术是最简单的一种方法，它直接探索谱带与谱带之间的相关性，具有算法简单、易于实现的特点。
It enables the operation of high-resolution cameras and multi - or hyperspectral imagers from within the pressurized safety of the ISS.
它在保证国际空间站安全的情况下可以使用高分辨率相机和遥感高光谱图象处理技术摄像机。
In order to improve the classification accuracy of hyperspectral images, a fuzzy maximum likelihood classification method is proposed.
为了提高超谱图像分类的精度，提出了模糊最大似然分类算法。
The compression technology of hyperspectral image is a key problem to be solved in the storage and transportation of remote sensing data.
高光谱图像压缩技术是遥感数据存储和传输中的一个迫切需要解决的问题。
The hyperspectral remote sensing image is rich in spectrum information, so it can be better to carry on the ground targets classification.
高光谱遥感影像具有丰富的光谱信息，在地物分类识别方面具有明显的优势。
Based on the analysis of characteristics of hyperspectral imagery, the methods of anomaly detection are studied systematically in this paper.
本文在深入分析高光谱数据特点的基础上，系统地研究了基于光谱维的图像异常检测方法。
In the hyperspectral image processing, spectral match technique is one of the key techniques to identify and classify the material in the image.
在高光谱图像处理中，光谱匹配技术是高光谱地物识别的关键技术之一。
There is great redundancy information in hyperspectral image and band selection can effectively remove it and reduce computational cost accordingly.
高光谱图像间存在着大量的冗余信息，波段选择能够有效地去除冗余信息从而减少计算量。
The SOFM algorithm based on a neural network and an improved algorithm have a good effect on space compression of hyperspectral remote sensing images.
基于神经网络的SOFM算法及其改进算法取得较好的空间压缩效果，实现了对高光谱遥感图像的有效压缩。
Characterization of a sulfur-rich Arctic spring site and field analog to Europa using hyperspectral data. Remote Sensing of Environment, 114 (6), 1297-1311.
使用高光谱数据描述一个类似于欧罗巴星的北极区富硫泉水地带，《环境遥感》，114（6），1297-1311.
Characterization of a sulfur-rich Arctic spring site and field analog to Europa using hyperspectral data. Remote Sensing of Environment, 114 (6), 1297-1311.
使用高光谱数据描述一个类似于欧罗巴星的北极区富硫泉水地带，《环境遥感》，114（6），1297-1311.
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