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Use of high dimensional model representation in dimensionality reduction application to hyperspectral image classification
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Active Manifold Learning for Hyperspectral Image Classification
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ZHANG ZHOU,TAŞKIN KAYA GÜLŞEN,CRAWFORD MELBA
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An experimental analysis of feature selection algorithms in hyperspectral image classification
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2017
HAMED GHOLAMI VIJOUYEH
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Hyperspectral image compression using sparse representations and wavelet transform based spectral decorrelation
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Hyperspectral image compression using graph signal processingand wavelet-based spectral decorrelation
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Tridiagonal Folmat Enhanced Multivariance Products Representation Based Hyperspectral Data Compression
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Sparse coding of hyperspectral imagery using online learning
Signal Image and Video Processing, Vol. 9, No. 4, Şubat 2015, s. 959-966, ISSN: 1863-1703
ÜLKÜ İREM,TÖREYİN BEHÇET UĞUR
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Applied Optics, Vol. 54, No. 29, Ekim 2015, s. 8625, ISSN: 0003-6935
ÜLKÜ İREM,TÖREYİN BEHÇET UĞUR
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Merging hyperspectral and panchromatic image data Qualitative and quantitative analysis
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Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
The International Conference on Computing, Intelligence and Data Analytics, Kocaeli/TÜRKİYE, 16 Eylül 2022
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Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
Lecture Notes in Networks and Systems, Mart 2023, ISSN: ISSN 2367-3370
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PRINCIPAL COMPONENT ANALYSIS APPROACH IN HYPERSPECTRAL IMAGE CLASSIFICATION WITH MACHINE LEARNING METHODS
International Symposium on Applied Geoinformatics 2021, Riga/LİTVANYA, 2 Aralık 2021
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Comparison of small-sized deep neural network models for hyperspectral image classification
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Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
Lecture Notes in Networks and Systems, Vol. 643, Ocak 2023, s. 244-256, ISSN: 2367-3389
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An Adaptive Affinity Matrix Optimization for Locality-Preserving Projection via Heuristic Methods for Hyperspectral Image Analysis
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Ocak 2019, s. 1-10, ISSN: 1939-1404
TAŞKIN KAYA GÜLŞEN,CEYLAN OĞUZHAN
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Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images
IEEE Transactions on Image Processing, Vol. 26, No. 6, Haziran 2017, s. 2918-2928, ISSN: 1057-7149
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A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italy/TÜRKİYE, 26 Temmuz 2015
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Recursive feature selection based on non parallel SVMs and its application to hyperspectral image classification
2014 IEEE Geoscience and Remote Sensing Symposium, Quebec City, QC/TÜRKİYE, 13 Temmuz 2014
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