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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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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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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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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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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Anomaly detection in hyperspectral data with matrix decomposition
2018 26th Signal Processing and Communications Applications Conference (SIU), 2 Mayıs 2018
KÜÇÜK FATMA,TÖREYİN BEHÇET UĞUR,ÇELEBİ FATİH VEHBİ
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Dual-stream spectral-spatial convolutional neural network for hyperspectral image classification and optimal band selection
Advances in Space Research, Vol. 74, No. 5, Eylül 2024, s. 2025-2041, ISSN: 0273-1177
ATİK ŞAZİYE ÖZGE
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INTERPRETING HYPERSPECTRAL REMOTE SENSING IMAGE CLASSIFICATION METHODS VIA EXPLAINABLE ARTIFICIAL INTELLIGENCE
The International Geoscience and Remote Sensing Symposium (IGARSS), 16 Temmuz 2023
TURAN DEREN EGE, APTOULA ERCHAN, ERTÜRK ALP, TAŞKIN KAYA GÜLŞEN
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Comparative Study of Hyperspectral Imagery Classification with SVM and Ensemble Machine Learning Methods
6th Intercontinental Geoinformation Days (IGD), Bakü/AZERBAYCAN, 13 Haziran 2023
ATİK ŞAZİYE ÖZGE
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Hyperspectral Analysis of Grapevine Water Stress
ÇOMÜ Ziraat Fakültesi Dergisi, Vol. 8, No. 2, Aralık 2020, s. 475-489, ISSN: 2147-8384
ÖZELKAN EMRE, KARAMAN MUHİTTİN, CANDAR SERKAN, ÖZELKAN ERTUNGA, ÖRMECİ CANKUT
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Optimal band selection using explainable artificial intelligence for machine learning-based hyperspectral image classification
Journal of Applied Remote Sensing, Vol. 18, No. 4, Temmuz 2024, ISSN: 1931-3195
ATİK ŞAZİYE ÖZGE,ATİK MUHAMMED ENES
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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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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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An efficient feature extraction approach for hyperspectral images using Wavelet High Dimensional Model Representation
International Journal of Remote Sensing, 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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Hydrothermal alteration mapping using EO-1 Hyperion hyperspectral data in Kösedağ, Central-Eastern Anatolia (Sivas-Turkey)
Arabian Journal of Geosciences, Vol. 14, No. 21, Aralık 2021, ISSN: 1866-7511
CANBAZ OKTAY, GÜRSOY ÖNDER, KARAMAN MUHİTTİN, ÇALIŞKAN AYŞE BETÜL, GÖKCE AHMET
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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
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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DIMENSION REDUCTION WITH PRINCIPAL COMPONENT ANALYSIS IN HYPERSPECTRAL IMAGE CLASSIFICATION USING MACHINE LEARNING
The 43rd Asian Conference on Remote Sensing 2022, Ulaanbaatar/MOĞOLİSTAN, 3 Ekim 2022
ATİK ŞAZİYE ÖZGE
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A Model Distillation Approach for Explaining Black-Box Models for
Hyperspectral Image Classification
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 17 Temmuz 2022
TAŞKIN KAYA GÜLŞEN
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