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hyperspectral-image-classification-models's Introduction

HSI_Classification_Models

本项目收录各类高光谱遥感图像分类模型:Hyperspectral Image Classification Models

因研究方向主要是遥感图像分类,所以这个项目是根据自己平常阅读的文献以及复现论文的代码整合而成!👩‍💻

目前已整合了近几年高光谱图像分类的模型,仅供有需者参考!如需详细解读,请移步论文作者源码进行阅读!👌

在此,也非常欢迎各位和我一起探讨遥感方向内的相关知识! 邮箱请联系:[email protected]!🤝

目前已收录 61 个模型,复现模型与其文章对应关系可见 Model Description. 🥳

" Star " 是对Candy工作的肯定与支持!💕

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hyperspectral-image-classification-models's Issues

数据划分

你好,有个问题想请教一下,在创建高光谱图像的3D cube的时候,数据是有重叠部分的,比如贵代码mydata.py的createImageCubes函数中,这样在训练集和测试集划分之后,两者之间的数据有重叠,训练集能够看到测试集的数据,请问这个问题怎么解决或者解释?

文献建议

要是能标注出每篇文章的“发表时间”和“刊物情况”就更好了

datasets

你好,请问数据集方面有整理吗,比如我在官网下载了Houston2018的数据集,但是他的train和gt维度是不是对应的,导致有些困惑

感谢感谢感谢!!!

现在好多论文都没有代码,代码能力弱的都不知怎么去复现,更别提去创新了,再次感谢!!!

SSDC

请问SSDC这篇论文您复现了吗? tst_net中的OT_torch_ 怎么获取呢?网上搜不到相关的内容。

降维后精度问题

论文中的整体框架中是含有pca降维模块的,有写道使用pca有助于训练阶段的收敛,论文中的精度是达到99的,没理解错的话是使用pca降维也可以达到99,但我只有在不进行降维的情况下才可以跑99,降维的话只能达到90,这个也正常吗?望回,感谢!

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