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Fletta eftir titli tímarits "IEEE Geoscience and Remote Sensing Letters"

Fletta eftir titli tímarits "IEEE Geoscience and Remote Sensing Letters"

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    Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization 
    Ghamisi, Pedram; Benediktsson, Jon Atli (IEEE Geoscience & Remote Sensing Society, 2015-02)
    A new feature selection approach that is based on the integration of a genetic algorithm and particle swarm optimization is proposed. The overall accuracy of a support vector machine classifier on validation samples is used as a fitness value. The new ...
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    Integration of Segmentation Techniques for Classification of Hyperspectral Images 
    Benediktsson, Jon Atli; Ghamisi, Pedram; Couceiro, Micael S.; Fauvel, Mathieu (IEEE, 2014)
    A new spectral-spatial method for classification of hyperspectral images is introduced. The proposed approach is based on two segmentation methods, fractional-order Darwinian particle swarm optimization and mean shift segmentation. The output of these ...
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    Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data 
    Hong, Danfeng; Chanussot, Jocelyn; Yokoya, Naoto; Kang, Jian; Zhu, Xiao Xiang (Institute of Electrical and Electronics Engineers (IEEE), 2020-08)
    Due to the ever-growing diversity of the data source, multimodality feature learning has attracted more and more attention. However, most of these methods are designed by jointly learning feature representation from multimodalities that exist in both ...