Neural Networks in Multiple Classifier Systems for Remote-Sensing Image Classification

Soft Computing in Image Processing - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-38233-1_3 ◽

2007 ◽

pp. 65-94 ◽

Author(s):

Moumen T. El-Melegy ◽

Safaa M. Ahmed

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Image Classification ◽

Remote Sensing Image ◽

Multiple Classifier Systems ◽

Classifier Systems ◽

Remote Sensing Image Classification ◽

Multiple Classifier

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Multiple classifier systems for supervised remote sensing image classification based on dynamic classifier selection

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2002.1006354 ◽

2002 ◽

Vol 40 (4) ◽

pp. 801-813 ◽

Author(s):

P.C. Smits

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Multiple Classifier Systems ◽

Classifier Systems ◽

Classifier Selection ◽

Remote Sensing Image Classification ◽

Multiple Classifier ◽

Dynamic Classifier Selection

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Convolutional Neural Networks With Class-Driven Loss for Multiscale VHR Remote Sensing Image Classification

IEEE Access ◽

10.1109/access.2020.3014975 ◽

2020 ◽

Vol 8 ◽

pp. 149162-149175

Author(s):

Cheng Shi ◽

Li Fang ◽

Huifang Shen

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Image Classification ◽

Convolutional Neural Networks ◽

Remote Sensing Image ◽

Remote Sensing Image Classification

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A comparison of multiple classifier combinations using different voting-weights for remote sensing image classification

International Journal of Remote Sensing ◽

10.1080/01431161.2018.1446566 ◽

2018 ◽

Vol 39 (11) ◽

pp. 3705-3722 ◽

Author(s):

Huaifei Shen ◽

Yinghao Lin ◽

Qingjiu Tian ◽

Kaijian Xu ◽

Junnan Jiao

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Voting Weights ◽

Remote Sensing Image Classification ◽

Multiple Classifier

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Exploiting Convolutional Neural Networks With Deeply Local Description for Remote Sensing Image Classification

IEEE Access ◽

10.1109/access.2018.2798799 ◽

2018 ◽

Vol 6 ◽

pp. 11215-11228 ◽

Author(s):

Na Liu ◽

Lihong Wan ◽

Yu Zhang ◽

Tao Zhou ◽

Hong Huo ◽

...

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Image Classification ◽

Convolutional Neural Networks ◽

Remote Sensing Image ◽

Local Description ◽

Remote Sensing Image Classification

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Multiple Classifier Combination for Hyperspectral Remote Sensing Image Classification

Multiple Classifier Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-642-02326-2_6 ◽

2009 ◽

pp. 52-61 ◽

Author(s):

Peijun Du ◽

Wei Zhang ◽

Hao Sun

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Classifier Combination ◽

Remote Sensing Image Classification ◽

Multiple Classifier ◽

Hyperspectral Remote Sensing Image

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Semisupervised self-learning granular neural networks for remote sensing image classification

Applied Soft Computing ◽

10.1016/j.asoc.2019.105655 ◽

2019 ◽

Vol 83 ◽

pp. 105655 ◽

Author(s):

Saroj K. Meher

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Image Classification ◽

Remote Sensing Image ◽

Remote Sensing Image Classification ◽

Granular Neural Networks ◽

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Fusion of multitemporal contextual information by neural networks for multisensor remote sensing image classification

Integrated Computer-Aided Engineering ◽

10.3233/ica-2003-10108 ◽

2003 ◽

Vol 10 (1) ◽

pp. 81-90 ◽

Author(s):

Farid Melgani ◽

Sebastiano B. Serpico ◽

Gianni Vernazza

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Image Classification ◽

Contextual Information ◽

Remote Sensing Image ◽

Remote Sensing Image Classification

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Knowledge-Encoded Granular Neural Networks for Hyperspectral Remote Sensing Image Classification

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

10.1109/jstars.2015.2395991 ◽

2015 ◽

Vol 8 (6) ◽

pp. 2439-2446 ◽

Author(s):

Saroj K. Meher

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Granular Neural Networks ◽

Hyperspectral Remote Sensing Image

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Knowledge-Based Progressive Granular Neural Networks for Remote Sensing Image Classification

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

10.1109/jstars.2017.2743982 ◽

2017 ◽

Vol 10 (12) ◽

pp. 5201-5212 ◽

Author(s):

D. Arun Kumar ◽

Saroj K. Meher ◽

K. Padma Kumari

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Image Classification ◽

Remote Sensing Image ◽

Knowledge Based ◽

Remote Sensing Image Classification ◽

Granular Neural Networks

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Assessment and Impact of Feature Extraction Methods for Hyperspectral Remote Sensing Image Classification Based on Deep Convolutional Neural Networks

10.1109/icirca51532.2021.9544558 ◽

2021 ◽

Author(s):

Venkata Gopi Mandoori ◽

Radhesyam Vaddi

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Feature Extraction ◽

Image Classification ◽

Convolutional Neural Networks ◽

Remote Sensing Image ◽

Extraction Methods ◽

Deep Convolutional Neural Networks ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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