Analysis of hyperspectral images with deep learning methods
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2022
EKREM TARIK KARAN
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Enhancing Hyperspectral and Multispectral Image Fusion Using High Dimensional Model Representation
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2025
EFE KAHRAMAN
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Augmented superpixel based anomaly detection in hyperspectral imagery
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2024
EZGİ GÖKDEMİR
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Exploiting optimal supports in enhanced multivariance products representation for lossy compression of hyperspectral images
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2024
MUHAMMED ENİS ŞEN
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Sparse coding via high dimensional model representation for hyperspectral images
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2024
KAMILA MUMINOVA
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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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Hyperspectral image compression using graph signal processingand wavelet-based spectral decorrelation
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2019
INDRIT NALLBANI
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Sparse matrix decomposition and low rank based techniques for anomaly detection in hyperspectral images
Fen Bilimleri Enstitüsü, Ankara Yıldırım Beyazıt Üniversitesi, 2020
FATMA KÜÇÜK
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Hyperspectral data classification using contourlet transform
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2010
BEDRETTİN ERBİL KONUK
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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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Determination of seasonal changes in wetlands using Chris Proba Hyperspectral Satellite Images a case study from Acigol Denizli Turkey
Journal of Environmental Biology, No. 36, Ocak 2015, s. 78-83, ISSN: 0254-8704
KARAMAN MUHİTTİN,BUDAKOĞLU MURAT,DAMLA UCA AVCI,ÖZELKAN EMRE,BÜLBÜL ALİ,CİVAŞ MELDA,TAŞDELEN SUAT
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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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Specific gravity relative density evaluation of hypersaline lakes by in situ hyperspectral measurements
GSA Annual Meeting in Baltimore, Maryland, USA, Baltimore/AMERİKA BİRLEŞİK DEVLETLERİ, Vol. 47, No. 7, 1 Kasım 2015, s. 1-756
KARAMAN MUHİTTİN,BUDAKOĞLU MURAT,TAŞDELEN SUAT
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Comparison of PCA and NLPCA Methods for Band Reduction of Hyperspectral Images
INTERNATIONAL SYMPOSIUM ON GIS APPLICATIONS IN GEOGRAPHY AND GEOSCIENCES, Çanakkale/TÜRKİYE, 18 Kasım 2017, s. 539-556
KARTAL HAKAN,ALGANCI UĞUR,SERTEL ELİF
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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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Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, Vol. 59, No. 11, Kasım 2021, s. 9569-9584, ISSN: 0196-2892
TUNA SÜHA, TÖREYİN BEHÇET UĞUR, DEMİRALP METİN, REN JİNCHNAG, ZHAO HUİMİN, MARSHALL STEPHEN
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Sparse and low-rank matrix decomposition-based method for hyperspectral anomaly detection
JOURNAL OF APPLIED REMOTE SENSING, Vol. 13, No. 1, Ocak 2019, s. 11, ISSN: 1931-3195
KÜÇÜK FATMA,TÖREYİN BEHÇET UĞUR,ÇELEBİ FATİH VEHBİ
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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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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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