Hyperspectral image denoising with enhanced multivariance product representation
SIGNAL IMAGE AND VIDEO PROCESSING, Vol. 16, No. 4, Ocak 2022, s. 7, ISSN: 1863-1703
KORKMAZ ÖZAY EVRİM, TUNGA BURCU
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Hyperspectral Image Classification by Multi-Scale Vector Tunnel
2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), Trabzon/TÜRKİYE, No. null, 23 Nisan 2014, s. 1162-1167
DEMİRCİ SÜLEYMAN,ERER IŞIN,ERSOY OKAN
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Active Manifold Learning for Hyperspectral Image Classification
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 22 Temmuz 2018
ZHANG ZHOU,TAŞKIN KAYA GÜLŞEN,CRAWFORD MELBA
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Use of high dimensional model representation in dimensionality reduction application to hyperspectral image classification
SPIE, 15 Nisan 2016
TAŞKIN KAYA GÜLŞEN
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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 graph signal processingand wavelet-based spectral decorrelation
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2019
INDRIT NALLBANI
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Hyperspectral image compression using sparse representations and wavelet transform based spectral decorrelation
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2017
HAYDER JAWDHARI
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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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Sparse representations for online learning based hyperspectral image compression
Applied Optics, Vol. 54, No. 29, Ekim 2015, s. 8625, ISSN: 0003-6935
ÜLKÜ İREM,TÖREYİN BEHÇET UĞUR
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Tridiagonal Folmat Enhanced Multivariance Products Representation Based Hyperspectral Data Compression
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, Vol. 11, No. 9, Eylül 2018, s. 3272-3278, ISSN: 1939-1404
GÜNDOĞAR ZEYNEP,TÖREYİN BEHÇET UĞUR,DEMİRALP METİN
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Merging hyperspectral and panchromatic image data Qualitative and quantitative analysis
INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 30, No. 7, 2009, s. 1779-1804
ÇETİN MÜFİT,MUSAOĞLU NEBİYE
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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
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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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
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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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
ATİK ŞAZİYE ÖZGE, ATİK MUHAMMED ENES
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Comparison of small-sized deep neural network models for hyperspectral image classification
International Conference on Computing, Intelligence and Data Analytics – ICCIDA, 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, Vol. 643, Ocak 2023, s. 244-256, ISSN: 2367-3389
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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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
TAŞKIN KAYA GÜLŞEN,KAYA HÜSEYİN,BRUZZONE LORENZO
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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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Graph Embedding via High Dimensional Model Representation for Hyperspectral Images
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60, Ocak 2022, ISSN: 0196-2892
TAŞKIN KAYA GÜLŞEN, CAMPS-VALLS GUSTAU
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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
TAŞKIN KAYA GÜLŞEN,TORUN YÜCEL,KÜÇÜK ÇAĞLAR
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