ChangeDetectionPCAKmeans-master
所属分类：图形图像处理
开发工具：matlab
文件大小：880KB
下载次数：10
上传日期：2019-11-29 18:08:37
上 传 者：
飞天
说明： PCA Kmeans-master图像变化检测算法设计
(ChangeDetectionPCAKmeans-master)
文件列表:
EROS_Data (0, 2018-07-18)
EROS_Data\burn (0, 2018-07-18)
EROS_Data\burn\burn_1986.png (51138, 2018-07-18)
EROS_Data\burn\burn_1992.png (49778, 2018-07-18)
EROS_Data\burn\burn_change.png (44065, 2018-07-18)
EROS_Data\conifer (0, 2018-07-18)
EROS_Data\conifer\conifer_1986.png (44274, 2018-07-18)
EROS_Data\conifer\conifer_1992.png (43780, 2018-07-18)
EROS_Data\conifer\conifer_change.png (39765, 2018-07-18)
EROS_Data\forest (0, 2018-07-18)
EROS_Data\forest\forest_1986.gif (33143, 2018-07-18)
EROS_Data\forest\forest_1992.png (48651, 2018-07-18)
EROS_Data\forest\forest_change.png (47407, 2018-07-18)
EROS_Data\lake (0, 2018-07-18)
EROS_Data\lake\lake_1986.png (49268, 2018-07-18)
EROS_Data\lake\lake_1992.png (50699, 2018-07-18)
EROS_Data\lake\lake_change.png (45094, 2018-07-18)
Kmeans.m (628, 2018-07-18)
LICENSE (35147, 2018-07-18)
PCAKmeans.m (1428, 2018-07-18)
PCAKmeans_v2.m (884, 2018-07-18)
PCA_Kmeans_Demo.m (1084, 2018-07-18)
result (0, 2018-07-18)
result\1-1.bmp (406614, 2018-07-18)
result\1-2.bmp (980518, 2018-07-18)
result\2-1.bmp (423414, 2018-07-18)
result\2-2.bmp (759654, 2018-07-18)
result\3-1.bmp (411654, 2018-07-18)
result\3-2.bmp (1000134, 2018-07-18)
result\4-1.bmp (406614, 2018-07-18)
result\4-2.bmp (732894, 2018-07-18)
# ChangeDetectionPCAKmeans
MATLAB implementation for paper "Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k-Means Clustering". You can download the data from [USGS](https://geochange.er.usgs.gov/sw/changes/natural/reno-tahoe/).
## Burn area
### Input image of Burn area
### Change Detection results
## Conifer area
### Input image of Conifer area
### Change Detection results
## Forest area
### Input image of Forest area
### Change Detection results
## Lake area
### Input image of Lake area
### Change Detection results
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