Classification of multispectral remote sensing image using Kernel Principal Component Analysis and neural network

Mapping Intimacies ◽

10.1117/12.833212 ◽

2009 ◽

Author(s):

Jie Yu ◽

Zhongshan Zhang ◽

Hongxia Ke ◽

Peihuang Guo ◽

Guoning Zhang

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Principal Component Analysis ◽

Principal Component ◽

Remote Sensing Image ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Multispectral Remote Sensing

Download Full-text

Classification of multi-spectral remote sensing image using principal component analysis & BP neural network

10.1117/12.655003 ◽

2005 ◽

Author(s):

Fang Wu ◽

Yonghong Jia

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Principal Component Analysis ◽

Bp Neural Network ◽

Principal Component ◽

Remote Sensing Image ◽

Component Analysis

Download Full-text

Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas

EURASIP Journal on Advances in Signal Processing ◽

10.1155/2009/783194 ◽

2009 ◽

Vol 2009 (1) ◽

Cited By ~ 140

Author(s):

Mathieu Fauvel ◽

Jocelyn Chanussot ◽

Jón Atli Benediktsson

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

Urban Areas ◽

Remote Sensing Data ◽

Principal Component ◽

Component Analysis ◽

Hyperspectral Remote Sensing ◽

Kernel Principal Component Analysis ◽

Sensing Data

Download Full-text

Registration for Variform Object of Remote-Sensing Image Using Improved Robust Weighted Kernel Principal Component Analysis

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-015-0545-2 ◽

2016 ◽

Vol 44 (5) ◽

pp. 675-686 ◽

Cited By ~ 3

Author(s):

Xifa Duan ◽

Peiyan Qi ◽

Zheng Tian

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

Principal Component ◽

Remote Sensing Image ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Weighted Kernel ◽

Variform Object

Download Full-text

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

Download Full-text

Predicting Student’s Performance Using Linear Kernel Principal Component Analysis and Recurrent Neural Network (LKPCA-RNN) Model

10.1007/978-981-16-6285-0_51 ◽

2021 ◽

pp. 637-646

Author(s):

Amita Dhankhar ◽

Kamna Solanki

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Recurrent Neural Network ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Linear Kernel ◽

Student’S Performance

Download Full-text

Aero-engine Fault Diagnosis Based on Kernel Principal Component Analysis and Wavelet Neural Network

2019 Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc.2019.8832740 ◽

2019 ◽

Author(s):

Jianguo Cui ◽

Guoqing Li ◽

Mingyue Yu ◽

Liying Jiang ◽

Zeli Lin

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Fault Diagnosis ◽

Principal Component ◽

Component Analysis ◽

Wavelet Neural Network ◽

Kernel Principal Component Analysis ◽

Aero Engine

Download Full-text

On-Line Nonlinear Process Monitoring Using Kernel Principal Component Analysis and Neural Network

Advances in Neural Networks - ISNN 2006 - Lecture Notes in Computer Science ◽

10.1007/11760191_138 ◽

2006 ◽

pp. 945-950 ◽

Cited By ~ 2

Author(s):

Zhong-Gai Zhao ◽

Fei Liu

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Nonlinear Process ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Nonlinear Process Monitoring ◽

On Line

Download Full-text

Soft Sensor Based on Kernel Principal Component Analysis and Radial Basis Function Neural Network for Microbiological Fermentation

2006 6th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2006.1713306 ◽

2006 ◽

Author(s):

Peifei Yu ◽

Jiangang Lu ◽

Yanling Wu ◽

Youxian Sun

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Radial Basis Function ◽

Basis Function ◽

Principal Component ◽

Component Analysis ◽

Soft Sensor ◽

Kernel Principal Component Analysis ◽

Radial Basis

Download Full-text

Registration of remote-sensing images using robust weighted kernel principal component analysis

AEU - International Journal of Electronics and Communications ◽

10.1016/j.aeue.2012.05.011 ◽

2013 ◽

Vol 67 (1) ◽

pp. 20-28 ◽

Cited By ~ 9

Author(s):

Xifa Duan ◽

Zheng Tian ◽

Mingtao Ding ◽

Wei Zhao

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Remote Sensing Images ◽

Weighted Kernel

Download Full-text

A classification of multitemporal Landsat TM data using principal component analysis and artificial neural network

IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development ◽

10.1109/igarss.1997.615930 ◽

2002 ◽

Cited By ~ 2

Author(s):

H.S. Chae ◽

S.J. Kim ◽

J.A. Ryu

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Artificial Neural Network ◽

Principal Component ◽

Component Analysis ◽

Landsat Tm ◽

Artificial Neural

Download Full-text