https://github.com/shengyuh/cluster-by-fast-find-and-search-of-density-peaks

https://github.com/shengyuh/cluster-by-fast-find-and-search-of-density-peaks

remote-sensing unsupervised-clustering

Last synced: 2 months ago
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• Host: GitHub
• URL: https://github.com/shengyuh/cluster-by-fast-find-and-search-of-density-peaks
• Owner: ShengyuH
• Created: 2017-05-16T16:51:25.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2019-07-22T16:32:01.000Z (almost 6 years ago)
• Last Synced: 2025-04-10T01:04:22.927Z (2 months ago)
• Topics: remote-sensing, unsupervised-clustering
• Language: MATLAB
• Size: 8.79 KB
• Stars: 4
• Watchers: 0
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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}

                }