Hyperspectral Image Classification Using Metric Learning in One-Dimensional Embedding Framework

Huiwu Luo,Yuan Yan Tang,Yulong Wang,Jianzhong Wang,Robert P. Biuk-Aghai,Jianjia Pan,Runzong Liu,Lina Yang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing（2017）

引用 9|浏览52

暂无评分

摘要

Hyperspectral image (HSI) classification has become an active research area in the remote sensing field. In order to construct a simple and reliable classifier, learning an adequate distance metric from a given HSI dataset is still a critical and challenging task in many HSI applications. In this paper, a novel distance metric learning (DML) framework based on 1-D manifold embedding (1DME), named ...

查看译文

关键词

Kernel,Feature extraction,Hyperspectral imaging,Sorting,Euclidean distance

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要