Modified Self-Organizing Feature Map Neural Network with Semi-supervision for Change Detection in Remotely Sensed Images

Lecture Notes in Computer Science - Pattern Recognition and Machine Intelligence ◽

10.1007/978-3-642-21786-9_18 ◽

2011 ◽

pp. 98-103 ◽

Author(s):

Susmita Ghosh ◽

Moumita Roy

Keyword(s):

Neural Network ◽

Change Detection ◽

Remotely Sensed ◽

Feature Map ◽

Remotely Sensed Images ◽

Self Organizing

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A Siamese convolutional neural network with high–low level feature fusion for change detection in remotely sensed images

Remote Sensing Letters ◽

10.1080/2150704x.2021.1892851 ◽

2021 ◽

Vol 12 (4) ◽

pp. 387-396

Author(s):

Hao Zhou ◽

Mi Zhang ◽

Xiangyun Hu ◽

Kun Li ◽

Jing Sun

Keyword(s):

Neural Network ◽

Change Detection ◽

Convolutional Neural Network ◽

Feature Fusion ◽

Remotely Sensed ◽

Low Level ◽

Remotely Sensed Images

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Semi-supervised change detection using modified self-organizing feature map neural network

Applied Soft Computing ◽

10.1016/j.asoc.2013.09.010 ◽

2014 ◽

Vol 15 ◽

pp. 1-20 ◽

Author(s):

Susmita Ghosh ◽

Moumita Roy ◽

Ashish Ghosh

Keyword(s):

Neural Network ◽

Change Detection ◽

Feature Map ◽

Self Organizing

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A Novel Approach to Subpixel Land-Cover Change Detection Based on a Supervised Back-Propagation Neural Network for Remotely Sensed Images With Different Resolutions

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2733558 ◽

2017 ◽

Vol 14 (10) ◽

pp. 1750-1754 ◽

Author(s):

Ke Wu ◽

Yanfei Zhong ◽

Xianmin Wang ◽

Weiwei Sun

Keyword(s):

Neural Network ◽

Change Detection ◽

Land Cover Change ◽

Back Propagation ◽

Remotely Sensed ◽

Back Propagation Neural Network ◽

Novel Approach ◽

Remotely Sensed Images ◽

Land Cover Change Detection

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An unsupervised context-sensitive change detection technique based on modified self-organizing feature map neural network

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2008.01.008 ◽

2009 ◽

Vol 50 (1) ◽

pp. 37-50 ◽

Author(s):

Susmita Ghosh ◽

Swarnajyoti Patra ◽

Ashish Ghosh

Keyword(s):

Neural Network ◽

Change Detection ◽

Detection Technique ◽

Feature Map ◽

Context Sensitive ◽

Self Organizing

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Semi-supervised Hopfield-Type Neural Network for change detection in remotely sensed images

2012 1st International Conference on Recent Advances in Information Technology (RAIT) ◽

10.1109/rait.2012.6194450 ◽

2012 ◽

Author(s):

Moumita Roy ◽

Suvadeep Das ◽

Susmita Ghosh ◽

Ashish Ghosh

Keyword(s):

Neural Network ◽

Change Detection ◽

Remotely Sensed ◽

Remotely Sensed Images

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A novel remote sensing image change detection algorithm based on self-organizing feature map neural network model

2016 International Conference on Communication and Electronics Systems (ICCES) ◽

10.1109/cesys.2016.7889913 ◽

2016 ◽

Author(s):

Shenghao Tang ◽

Tong Li ◽

Xinghao Cheng

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Change Detection ◽

Network Model ◽

Neural Network Model ◽

Remote Sensing Image ◽

Detection Algorithm ◽

Feature Map ◽

Image Change Detection ◽

Self Organizing

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Urban change detection based on self-organizing feature map neural network

IEEE International IEEE International IEEE International Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 ◽

10.1109/igarss.2004.1370442 ◽

2004 ◽

Author(s):

Xue Chen ◽

Xiaowen Li ◽

Jianwen Ma

Keyword(s):

Neural Network ◽

Change Detection ◽

Urban Change ◽

Feature Map ◽

Self Organizing

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Unsupervised Change Detection in Remote-Sensing Images using One-dimensional Self-Organizing Feature Map Neural Network

9th International Conference on Information Technology (ICIT'06) ◽

10.1109/icit.2006.87 ◽

2006 ◽

Author(s):

Swarnajyoti Patra ◽

Susmita Ghosh ◽

Ashish Ghosh

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Change Detection ◽

Remote Sensing Images ◽

One Dimensional ◽

Feature Map ◽

Self Organizing

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Unsupervised Context-Sensitive Change Detection Techniques Based on Self-Organizing Feature Map Neural Network

Advances in Intelligent Information Processing - Statistical Science and Interdisciplinary Research ◽

10.1142/9789812818997_0009 ◽

2008 ◽

pp. 167-190

Author(s):

Swarnajyoti Patra ◽

Susmita Ghosh ◽

Ashish Ghosh

Keyword(s):

Neural Network ◽

Change Detection ◽

Feature Map ◽

Detection Techniques ◽

Context Sensitive ◽

Self Organizing

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Unsupervised Change Detection in Remote-Sensing Images Using Modified Self-Organizing Feature Map Neural Network

2007 International Conference on Computing: Theory and Applications (ICCTA'07) ◽

10.1109/iccta.2007.128 ◽

2007 ◽

Author(s):

Swarnajyoti Patra ◽

Susmita Ghosh ◽

Ashish Ghosh

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Change Detection ◽

Remote Sensing Images ◽

Feature Map ◽

Self Organizing

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