/cluster-by-fast-find-and-search-of-density-peaks

Primary LanguageMATLAB

Unsupervised Hyperspectral Remote Sensing Image Clustering Based on Adaptive Density

This repo contains my implementation of our paper "Unsupervised Hyperspectral Remote Sensing Image Clustering Based on Adaptive Density".

Implementation

The codes were originally adopted from "Clustering by fast search and find of density peaks" in science 2014. I heavily modified the matlab implementation to speed up and modified the parameter settings and algorithm framework based on our paper.

Citation

If you find our work useful in your research, please consider citing:

    @article{xie2018unsupervised,
    	title={Unsupervised hyperspectral remote sensing image clustering based on adaptive density},
    	author={Xie, Huan and Zhao, Ang and Huang, Shengyu and Han, Jie and Liu, Sicong and Xu, Xiong and Luo, Xin and Pan, Haiyan and Du, Qian and Tong, Xiaohua},
    	journal={IEEE Geoscience and Remote Sensing Letters},
    	volume={15},
    	number={4},
    	pages={632--636},
    	year={2018},
    	publisher={IEEE}
            }