scholarly journals Hadoop-based Parallel Algorithm for Data Mining in Remote Sensing Images

2019 ◽  
Vol 15 (11) ◽  
pp. 2860
Author(s):  
Wang Yanhua ◽  
Liu Yaqiu ◽  
Jing Weipeng
Keyword(s):  
Remote Sensing ◽  
Data Mining ◽  
Parallel Algorithm ◽  
Remote Sensing Images

scholarly journals A Study on Coastline Extraction and Its Trend Based on Remote Sensing Image Data Mining

2013 ◽  
Vol 2013 ◽  
pp. 1-6 ◽  
Author(s):  
Yun Zhang ◽  
Xueming Li ◽  
Jianli Zhang ◽  
Derui Song
Keyword(s):  
Remote Sensing ◽  
Data Mining ◽  
Prediction Method ◽  
Image Data ◽  
Chromatic Aberration ◽  
Grey Prediction ◽  
Remote Sensing Images ◽  
Canny Operator ◽  
Matching Algorithm ◽  
Edge Detection Method

In this paper, data mining theory is applied to carry out the field of the pretreatment of remote sensing images. These results show that it is an effective method for carrying out the pretreatment of low-precision remote sensing images by multisource image matching algorithm with SIFT operator, geometric correction on satellite images at scarce control points, and other techniques; the result of the coastline extracted by the edge detection method based on a chromatic aberration Canny operator has a height coincident with the actual measured result; we found that the coastline length of China is predicted to increase in the future by using the grey prediction method, with the total length reaching up to 19,471,983 m by 2015.

A data-distributed parallel algorithm for wavelet-based fusion of remote sensing images

2007 ◽  
Vol 1 (2) ◽  
pp. 231-240
Author(s):  
Xuejun Yang ◽  
Panfeng Wang ◽  
Yunfei Du ◽  
Haifang Zhou
Keyword(s):  
Remote Sensing ◽  
Parallel Algorithm ◽  
Remote Sensing Images

OPTIMAL OPERATION POINT IN 3D DCT- BASED LOSSY COMPRESSION OF COLOR AND MULTICHANNEL REMOTE SENSING IMAGES

2015 ◽  
Vol 74 (20) ◽  
pp. 1803-1821 ◽  
Author(s):  
V. V. Lukin ◽  
S. K. Abramov ◽  
R.A. Kozhemiakin ◽  
Benoit Vozel ◽  
B. Djurovic ◽  
...  
Keyword(s):  
Remote Sensing ◽  
Lossy Compression ◽  
Optimal Operation ◽  
Remote Sensing Images
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