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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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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Vector Tunnel Algorithm for Hyperspectral Target Detection
ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY XX, Vol. 9088, No. null, 5 Mayıs 2014
DEMİRCİ SÜLEYMAN,ERER IŞIN,ERSOY OKAN
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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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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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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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A comparative analysis of classification methods for hyperspectral images generated with conventional dimension reduction methods
Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 25, No. 1, Ocak 2017, s. 58-72, ISSN: 1300-0632
ARSLAN OZAN,AKYÜREK ÖZER,KAYA ŞİNASİ
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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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Investigation of grapevine photosynthesis using hyperspectral techniques and development of hyperspectral band ratio indices sensitive to photosynthesis
JOURNAL OF ENVIRONMENTAL BIOLOGY, Vol. 36, No. 1, Ocak 2015, s. 91-100, ISSN: 0254-8704
ÖZELKAN EMRE, KARAMAN MUHİTTİN, CANDAR SERKAN, COŞKUN ZAFER, ÖRMECİ CANKUT
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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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A new feature extraction scheme based on support optimization in Enhanced Multivariance Products Representation for Hyperspectral Imagery
Journal of the Franklin Institute, Vol. 362, No. 2, Ocak 2025, ISSN: 0016-0032
ŞEN MUHAMMED ENİS,TUNA SÜHA
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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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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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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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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 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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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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Dimension Reduction Methods Applied to Coastline Extraction on Hyperspectral Imagery
Geocarto International, Vol. 35, No. 4, Mart 2020, ISSN: 1010-6049
ARSLAN OZAN,AKYÜREK ÖZER,KAYA ŞİNASİ,ŞEKER DURSUN ZAFER
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Spectral decorrelation of hyperspectral imagery using fractional wavelet transform
Proc. SPIE 9874, Remotely Sensed Data Compression, Communications, and Processing XII, 17 Nisan 2016
TÖREYİN BEHÇET UĞUR
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Weighted Chebyshev distance classification method for hyperspectral imaging
SPIE 9482 Next Generation Spectroscopic Technologies VIII, 3 Haziran 2015
DEMİRCİ SÜLEYMAN,ERER IŞIN,OKAN ERSOY
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