Unsupervised classification of hyperspectral images using an Adaptive Vector Tunnel classifier
IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING XVIII, Vol. 8537, No. null, 24 Eylül 2012
DEMİRCİ SÜLEYMAN,ERER IŞIN
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Multi-Scale Vector Tunnel Classification Algorithm for Hyperspectral Images
ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY XIX, Vol. 8743, No. null, 29 Nisan 2013
DEMİRCİ SÜLEYMAN,ERER IŞIN,ERSOY OKAN
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Sparse Coding via High Dimensional Model Representation for Hyperspectral Images
2nd International Graduate Research Symposium (IGRS’23), İstanbul/TÜRKİYE, 16 Mayıs 2023
MUMİNOVA KAMİLA, TUNA SÜHA
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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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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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Analysis of hyperspectral images with deep learning methods
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2022
EKREM TARIK KARAN
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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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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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Optimization of SVM parameters using High Dimensional Model Representation and its application to hyperspectral images
2014 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey/TÜRKİYE, 23 Nisan 2014, s. 642-645
TAŞKIN KAYA GÜLŞEN,KAYA HÜSEYİN
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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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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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Fully Unsupervised Binary Change Detection for Hyperspectral Images Using Laplacian Eigenmaps and Clustering
2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), 7 Mart 2022
TAŞKIN KAYA GÜLŞEN, ERTÜRK ALP
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An efficient feature extraction approach for hyperspectral images using Wavelet High Dimensional Model Representation
International Journal of Remote Sensing, Vol. 43, Aralık 2022, ISSN: 0143-1161
TUNA SÜHA, KORKMAZ ÖZAY EVRİM, TUNGA BURCU, GÜRVİT ERCAN, TUNGA MEHMET ALPER
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Determination of seasonal changes in wetlands using CHRIS/Proba Hyperspectral satellite images: A case study from Acigöl (Denizli), Turkey
Journal of Environmental Biology, Vol. 36, Ocak 2015, s. 73-83, ISSN: 0254-8704
KARAMAN MUHİTTİN, BUDAKOĞLU MURAT, UÇA AVCI ZEHRA DAMLA, ÖZELKAN EMRE, BÜLBÜL ALİ, CİVAŞ MELDA, TAŞDELEN SUAT
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Exploiting Optimal Supports in Enhanced Multivariance Products Representation for Lossy Compression of Hyperspectral Images
14th INTERNATIONAL CONFERENCE on ELECTRICAL and ELECTRONICS ENGINEERING, Bursa/TÜRKİYE, 30 Kasım 2023
ŞEN MUHAMMED ENİS, TUNA SÜHA
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A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images
Institute of Electrical and Electronics Engineers (IEEE), Vol. 61, Ocak 2023, ISSN: 0196-2892
TAŞKIN KAYA GÜLŞEN, YETKİN EMRULLAH FATİH, CAMPS-VALLS GUSTAU
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An efficient feature extraction approach for hyperspectral images using Wavelet High Dimensional Model Representation
Informa UK Limited, Vol. 43, Aralık 2022, s. 6899-6920, ISSN: 0143-1161
TUNA SÜHA, KORKMAZ ÖZAY EVRİM, TUNGA BURCU, GÜRVİT ERCAN, TUNGA MEHMET ALPER
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Lossy compression of hyperspectral images by using Enhanced Multivariance Products Representation (EMPR) method
2016 24th Signal Processing and Communication Application Conference (SIU), 16 Mayıs 2016
TÖREYİN BEHÇET UĞUR, SUKHANOV ALEKSEİ, TUNA SÜHA
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Change Detection with Manifold Embedding for Hyperspectral Images
2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 24 Mart 2021
ERTÜRK ALP, TAŞKIN KAYA GÜLŞEN
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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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