matlab cnn高光谱图像分类

The NASA AVIRIS (Airborne Visible/Infrared Imaging Spectrometer) instrument acquired data over the Kennedy Space Center (KSC), Florida, on March 23, 1996. AVIRIS acquires data in 224 bands of 10 nm width with center wavelengths from 400 - 2500 nm. The KSC data, acquired from an altitude of approximately 20 km, have a spatial resolution of 18 m. After removing water absorption and low SNR bands, 176 bands were used for the analysis. Training data were selected using land cover maps derived from color infrared photography provided by the Kennedy Space Center and Landsat Thematic Mapper (TM) imagery. The vegetation classification scheme was developed by KSC personnel in an effort to define functional types that are discernable at the spatial resolution of Landsat and these AVIRIS data. Discrimination of land cover for this environment is difficult due to the similarity of spectral signatures for certain vegetation types. For classification purposes, 13 classes representing the various land cover types that occur in this environment were defined for the site.

一组标准的高光谱数据，以及自己编写 multibandread（）函数读取的matlab程序，和大家分享，应该对大家有帮助

光谱数据分析方法，光谱曲线分形特征研究，高光谱

目前全球最通用、功能最强、最完整的机载航空高光谱处理中英文详细操作流程。

高光谱遥感——原理、技术与应用

Indian pines印第安农场高光谱数据集，波段数200，数据大小145*145*200。

高光谱图像处理 混合像元分解中的丰度估计常用算法——FCLS

非常好用的高光谱图像处理工具，可以直接使用，也可以在此基础上进行二次开发。好东西啊。

一个关于高光谱的工具箱，是matlab版本的。