Class imbalance in unsupervised change detection – A diagnostic analysis from urban remote sensing

International Journal of Applied Earth Observation and Geoinformation ◽

10.1016/j.jag.2017.04.002 ◽

2017 ◽

Vol 60 ◽

pp. 83-98 ◽

Author(s):

Tobias Leichtle ◽

Christian Geiß ◽

Tobia Lakes ◽

Hannes Taubenböck

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Class Imbalance ◽

Diagnostic Analysis ◽

Urban Remote Sensing

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Urban remote sensing in areas of conflict: TerraSAR-X and Sentinel-1 change detection in the Middle East

10.1117/12.2241442 ◽

2016 ◽

Author(s):

Deodato Tapete ◽

Francesca Cigna

Keyword(s):

Remote Sensing ◽

Middle East ◽

Change Detection ◽

Urban Remote Sensing

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Use of Remote Sensing Techniques for Robust Digital Change Detection of Land: A Review

Recent Patents on Space Technology ◽

10.2174/1877611611202020123 ◽

2012 ◽

Vol 2 (2) ◽

pp. 123-144 ◽

Author(s):

Vijay S. Bhagat

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Remote Sensing Techniques

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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 ◽

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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Evaluating change detection techniques using remote sensing data: Case study New Administrative Capital Egypt

The Egyptian Journal of Remote Sensing and Space Science ◽

10.1016/j.ejrs.2021.03.001 ◽

2021 ◽

Author(s):

Ahmed Saber ◽

Ibrahim El-Sayed ◽

Mustafa Rabah ◽

Mohamed Selim

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Remote Sensing Data ◽

Detection Techniques ◽

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GAN-Based One-Class Classification for Remote-Sensing Image Change Detection

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3066435 ◽

2021 ◽

pp. 1-5

Author(s):

Ping Jian ◽

Keming Chen ◽

Wei Cheng

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Remote Sensing Image ◽

Image Change Detection ◽

One Class Classification

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Building Change Detection for Remote Sensing Images Using a Dual-Task Constrained Deep Siamese Convolutional Network Model

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2020.2988032 ◽

2021 ◽

pp. 1-5

Author(s):

Yi Liu ◽

Chao Pang ◽

Zongqian Zhan ◽

Xiaomeng Zhang ◽

Xue Yang

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Network Model ◽

Dual Task ◽

Remote Sensing Images ◽

Convolutional Network

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Bilateral Semantic Fusion Siamese Network for Change Detection From Multitemporal Optical Remote Sensing Imagery

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3082630 ◽

2021 ◽

pp. 1-5

Author(s):

Hailin Du ◽

Yin Zhuang ◽

Shan Dong ◽

Can Li ◽

He Chen ◽

...

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Optical Remote Sensing ◽

Remote Sensing Imagery ◽

Siamese Network

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Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2021.3069242 ◽

2021 ◽

pp. 1-1

Author(s):

Haeyun Lee ◽

Kyung su Lee ◽

Junhee Kim ◽

Younghwan Na ◽

Juhum Park ◽

...

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Local Similarity ◽

Land Change ◽

Remote Sensing Images ◽

Siamese Network

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Urban Change Detection and Analysis of Symbiosis University Nagpur, India Based on Remote Sensing Techniques

2021 3rd International Conference on Signal Processing and Communication (ICPSC) ◽

10.1109/icspc51351.2021.9451722 ◽

2021 ◽

Author(s):

Pritesh D. Gaidhane ◽

Prabhakar D. Dorge ◽

Sanjay V. Balamwar

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Urban Change ◽

Remote Sensing Techniques

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Spatio-temporal-spectral observation model for urban remote sensing

Geo-spatial Information Science ◽

10.1080/10095020.2020.1864232 ◽

2021 ◽

pp. 1-15

Author(s):

Zhenfeng Shao ◽

Wenfu Wu ◽

Deren Li

Keyword(s):

Remote Sensing ◽

Spectral Observation ◽

Observation Model ◽

Urban Remote Sensing ◽

Spatio Temporal

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