Unsupervised change detection of remote sensing images using superpixel segmentation and variational Gaussian mixture model

2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp) ◽

10.1109/multi-temp.2017.8035197 ◽

2017 ◽

Author(s):

Gang Yang ◽

Heng-Chao Li ◽

Chi Liu

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Remote Sensing Images ◽

Superpixel Segmentation

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Variational Bayesian Change Detection of Remote Sensing Images Based on Spatially Variant Gaussian Mixture Model and Separability Criterion

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

10.1109/jstars.2019.2896233 ◽

2019 ◽

Vol 12 (3) ◽

pp. 849-861 ◽

Author(s):

Gang Yang ◽

Heng-Chao Li ◽

Wen Yang ◽

Kun Fu ◽

Turgay Celik ◽

...

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Remote Sensing Images ◽

Variational Bayesian ◽

Separability Criterion ◽

Spatially Variant

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Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Based on a Gaussian Mixture Model and Error Ellipse

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

10.1109/jstars.2018.2871373 ◽

2018 ◽

Vol 11 (11) ◽

pp. 4526-4533

Author(s):

Hamid Ghanbari ◽

Saeid Homayouni ◽

Pedram Ghamisi ◽

Abdolreza Safari

Keyword(s):

Remote Sensing ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Remote Sensing Images ◽

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An automatic change detection technology for remote sensing data using Gaussian Mixture Model

2017 6th International Conference on Agro-Geoinformatics ◽

10.1109/agro-geoinformatics.2017.8047063 ◽

2017 ◽

Author(s):

Yuanzheng Shao ◽

Ke Li ◽

Wei Du ◽

Xuefeng Dai ◽

Zhiwei Sun

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Remote Sensing Data ◽

Gaussian Mixture ◽

Sensing Data ◽

Detection Technology

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A study of a Gaussian mixture model for urban land-cover mapping based on VHR remote sensing imagery

International Journal of Remote Sensing ◽

10.1080/2150704x.2015.1101502 ◽

2015 ◽

Vol 37 (1) ◽

pp. 1-13 ◽

Author(s):

Jianbin Tao ◽

Ning Shu ◽

Yu Wang ◽

Qingwu Hu ◽

Yanbing Zhang

Keyword(s):

Remote Sensing ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Land Cover Mapping ◽

Remote Sensing Imagery ◽

Urban Land Cover

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Superpixel Segmentation Using Gaussian Mixture Model

IEEE Transactions on Image Processing ◽

10.1109/tip.2018.2836306 ◽

2018 ◽

Vol 27 (8) ◽

pp. 4105-4117 ◽

Author(s):

Zhihua Ban ◽

Jianguo Liu ◽

Li Cao

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Superpixel Segmentation

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Bayesian change detection based on spatial sampling and Gaussian mixture model

Pattern Recognition Letters ◽

10.1016/j.patrec.2011.05.008 ◽

2011 ◽

Vol 32 (12) ◽

pp. 1635-1642 ◽

Author(s):

Turgay Çelik

Keyword(s):

Change Detection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Spatial Sampling

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A Spatial Gaussian Mixture Model for Optical Remote Sensing Image Clustering

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

10.1109/jstars.2016.2546918 ◽

2016 ◽

Vol 9 (12) ◽

pp. 5748-5759 ◽

Author(s):

Bei Zhao ◽

Yanfei Zhong ◽

Ailong Ma ◽

Liangpei Zhang

Keyword(s):

Remote Sensing ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Remote Sensing Image ◽

Gaussian Mixture ◽

Image Clustering ◽

Optical Remote Sensing ◽

Optical Remote Sensing Image

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Improved Gaussian mixture model with expectation-maximization for clustering of remote sensing imagery

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2016.7729792 ◽

2016 ◽

Author(s):

Victor-Emil Neagoe ◽

Vlad Chirila-Berbentea

Keyword(s):

Remote Sensing ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Expectation Maximization ◽

Gaussian Mixture ◽

Remote Sensing Imagery

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Unsupervised Object-Based Change Detection via a Weibull Mixture Model-Based Binarization for High-Resolution Remote Sensing Images

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2773118 ◽

2018 ◽

Vol 15 (1) ◽

pp. 63-67 ◽

Author(s):

Tianjun Wu ◽

Jiancheng Luo ◽

Jianwu Fang ◽

Jianghong Ma ◽

Xueli Song

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Change Detection ◽

Mixture Model ◽

Remote Sensing Images ◽

Model Based ◽

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Application of remote sensing image classification based on adaptive Gaussian mixture model in analysis of mountain environment features

Arabian Journal of Geosciences ◽

10.1007/s12517-021-07899-2 ◽

2021 ◽

Vol 14 (15) ◽

Author(s):

Nan Xu

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Remote Sensing Image ◽

Gaussian Mixture ◽

Remote Sensing Image Classification ◽

Mountain Environment

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