Shoreline change detection based on multispectral images using 2D-principal component analysis of band images and histogram of oriented gradient features

2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS) ◽

10.1109/icacsis.2017.8355052 ◽

2017 ◽

Author(s):

I Gede Wahyu Surya Dharma ◽

Aniati Murni Arymurthy

Keyword(s):

Principal Component Analysis ◽

Change Detection ◽

Principal Component ◽

Shoreline Change ◽

Component Analysis ◽

Multispectral Images ◽

Histogram Of Oriented Gradient

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A SAR Image Change Detection Algorithm Based on Principal Component Analysis

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2006.01997 ◽

2011 ◽

Vol 30 (7) ◽

pp. 1727-1730 ◽

Cited By ~ 2

Author(s):

Hui Zhang ◽

Jian-guo Wang

Keyword(s):

Principal Component Analysis ◽

Change Detection ◽

Principal Component ◽

Component Analysis ◽

Detection Algorithm ◽

Sar Image ◽

Image Change Detection

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An Unsupervised Change Detection Approach for Remote Sensing Image Using Principal Component Analysis and Genetic Algorithm

Lecture Notes in Computer Science - Image and Graphics ◽

10.1007/978-3-319-21978-3_52 ◽

2015 ◽

pp. 589-602 ◽

Cited By ~ 3

Author(s):

Lin Wu ◽

Yunhong Wang ◽

Jiangtao Long ◽

Zhisheng Liu

Keyword(s):

Remote Sensing ◽

Genetic Algorithm ◽

Principal Component Analysis ◽

Change Detection ◽

Principal Component ◽

Remote Sensing Image ◽

Component Analysis ◽

Detection Approach

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Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution

Lecture Notes in Computer Science - Simulated Evolution and Learning ◽

10.1007/978-3-319-68759-9_64 ◽

2017 ◽

pp. 786-796 ◽

Cited By ~ 1

Author(s):

Mi Song ◽

Yanfei Zhong ◽

Ailong Ma ◽

Liangpei Zhang

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

Differential Evolution ◽

Change Detection ◽

Principal Component ◽

Component Analysis ◽

Remote Sensing Images

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Cloud enhancement of NOAA multispectral images by using independent component analysis and principal component analysis for sustainable systems

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2019.01.005 ◽

2019 ◽

Vol 74 ◽

pp. 35-46 ◽

Cited By ~ 1

Author(s):

T. Venkatakrishnamoorthy ◽

G. Umamaheswara Reddy

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Multispectral Images ◽

Sustainable Systems

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Super-resolution restoration of multispectral images based on principal component analysis

2014 12th International Conference on Signal Processing (ICSP) ◽

10.1109/icosp.2014.7015122 ◽

2014 ◽

Author(s):

Suyu Wang ◽

Bo Wang

Keyword(s):

Principal Component Analysis ◽

Super Resolution ◽

Principal Component ◽

Component Analysis ◽

Multispectral Images

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Principal component analysis of multispectral images using neural network

Proceedings ACS/IEEE International Conference on Computer Systems and Applications ◽

10.1109/aiccsa.2001.933956 ◽

2002 ◽

Cited By ~ 6

Author(s):

S. Chitroub ◽

A. Houacine ◽

B. Sansal

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Multispectral Images

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Use of Principal Component Analysis (PCA) of Remote Sensing Images in Wetland Change Detection on the Kafue Flats, Zambia

Geocarto International ◽

10.1080/10106040408542313 ◽

2004 ◽

Vol 19 (3) ◽

pp. 11-22 ◽

Cited By ~ 29

Author(s):

Christopher Munyati

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

Change Detection ◽

Principal Component ◽

Component Analysis ◽

Remote Sensing Images ◽

Wetland Change Detection

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Novel class-relativity non-local means with principal component analysis for multitemporal SAR image change detection

International Journal of Remote Sensing ◽

10.1080/01431161.2017.1395966 ◽

2017 ◽

Vol 39 (4) ◽

pp. 1068-1091 ◽

Cited By ~ 7

Author(s):

Meng Jia ◽

Lei Wang

Keyword(s):

Principal Component Analysis ◽

Change Detection ◽

Principal Component ◽

Component Analysis ◽

Sar Image ◽

Local Means ◽

Non Local ◽

Image Change Detection

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CHANGE DETECTION OF MULTI-POLARIMETRIC SAR DATA BASED ON PRINCIPAL COMPONENT ANALYSIS

ISPRS - International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences ◽

10.5194/isprsarchives-xl-7-w1-11-2013 ◽

2013 ◽

Vol XL-7/W1 ◽

pp. 11-13

Author(s):

X. Chen ◽

T. Wu ◽

N. Niu

Keyword(s):

Principal Component Analysis ◽

Change Detection ◽

Principal Component ◽

Component Analysis ◽

Polarimetric Sar ◽

Sar Data

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Efficient Dimensionality Reduction using Principal Component Analysis for Image Change Detection

IEEE Latin America Transactions ◽

10.1109/tla.2019.8891877 ◽

2019 ◽

Vol 17 (04) ◽

pp. 540-547

Author(s):

M. ESTIBALIZ MARTINEZ-IZQUIERDO ◽

INIGO MOLINA-SANCHEZ ◽

MARIA DEL CARMEN MORILLO-BALSERA

Keyword(s):

Principal Component Analysis ◽

Dimensionality Reduction ◽

Change Detection ◽

Principal Component ◽

Component Analysis ◽

Image Change Detection

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