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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Dimensionality Reduction and Classification of Hyperspectral Images Using Object-Based Image Analysis
Journal of the Indian Society of Remote Sensing, Vol. 46, No. 8, Ocak 2018, s. 1297-1306, ISSN: 0974-3006
KAVZOĞLU TAŞKIN,TONBUL HASAN,YILDIZ ERDEMİR MERVE,ÇÖLKESEN İSMAİL
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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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HYPERSPECTRAL IMAGE CLASSIFICATION WITH BAGGING AND BOOSTING ENSEMBLE METHODS
The 9th International Conference on Cartography and GIS, Nessebar/BULGARİSTAN, 16 Haziran 2024
ATİK ŞAZİYE ÖZGE
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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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Hyperspectral image compression using sparse representations and wavelet transform based spectral decorrelation
BİLİŞİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2017
HAYDER JAWDHARI
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Hyperspectral image compression using graph signal processingand wavelet-based spectral decorrelation
BİLİŞİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2019
INDRIT NALLBANI
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An experimental analysis of feature selection algorithms in hyperspectral image classification
BİLİŞİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2017
HAMED GHOLAMI VIJOUYEH
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Enhancing hyperspectral and multispectral image fusion using high dimensional model representation
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2025
EFE KAHRAMAN
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4-Stage Target Detection Approach In Hyperspectral Images
2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Amsterdam/HOLLANDA, 23 Eylül 2018
GÜNEŞ AHMET
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Enhancing Hyperspectral and Multispectral Image Fusion Using High Dimensional Model Representation
9 th International Symposium on Innovative Approaches in Smart Technologies, Gaziantep/TÜRKİYE, 27 Haziran 2025
KAHRAMAN EFE,TUNA SÜHA
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Dimensionality Reduction for Hyperspectral Images to Improve Object-Based Image Classification Using Feature Selection and Principal Components Analysis
Asian Conference on Remote Sensing (ACRS-2018), Kuala Lumpur/MALEZYA, 15 Ekim 2018
KAVZOĞLU TAŞKIN,TONBUL HASAN,ÇÖLKESEN İSMAİL
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A comparison of differential evolution and Harmony Search methods for SVM model selection in hyperspectral image classification
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 10 Temmuz 2016
CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN
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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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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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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
TAŞKIN KAYA GÜLŞEN,KAYA HÜSEYİN,LORENZO BRUZZONE
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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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A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images
Workshop on Hyperspectral Image and Signal Processing: Evolutions in Remote Sensing (WHISPERS), 30 Ekim 2023
TAŞKIN KAYA GÜLŞEN, YETKİN EMRULLAH FATİH, CAMPS-VALLS GUSTAU
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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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