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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Assessing Sea-Snot Accumulation using Spectral Mixture Analysis of Hyperspectral Prisma Data
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2022, Kuala Lumpur/MALEZYA, 17 Temmuz 2022
KELEŞOĞLU GÖZDENUR, ERTÜRK ALP, ERTEN ESRA
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Unmixing of Pollution-Associated Sea Snot in the Near Surface After Its Outbreak in the Sea of Marmara Using Hyperspectral PRISMA Data
Institute of Electrical and Electronics Engineers (IEEE), Vol. 20, Ocak 2023, ISSN: 1545-598X
ERTÜRK ALP, ERTEN ESRA
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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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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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Unmixing of Pollution-Associated Sea Snot in the Near Surface After Its Outbreak in the Sea of Marmara Using Hyperspectral PRISMA Data
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, Vol. 20, Ocak 2023, s. 5, ISSN: 1545-598X
ESİ ÇAĞATAY,ERTÜRK ALP,ERTEN ESRA
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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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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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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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Refining Sparse Coding Dictionaries Using High Dimensional Model Representation for Hyperspectral Imagery
Kocaeli Journal of Science and Engineering, Vol. 8, No. 2, Haziran 2025, s. 121-132, ISSN: 2667-484X
TUNA SÜHA
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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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Comparison of Target Detection Performance for Radiance and Reflectance Domain in VNIR Hyperspectral Images
IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Yokohama/JAPONYA, 28 Temmuz 2019
ÖZDİL ÖMER, GÜNEŞ AHMET
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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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Unsupervised hyperspectral image segmentation using adaptive bilateral filtering
2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya/TÜRKİYE, 16 Eylül 2015
ÖZDİL ÖMER, GÜNEŞ AHMET
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Hybrid Hyperspectral Anomaly Detection via Robust Subspace Recovery and Laplacian Cauchy-Based Methods
2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS), Bükreş/ROMANYA, 2 Eylül 2025
KAYA UFUK,TÖREYİN BEHÇET UĞUR,KÜÇÜK FATMA
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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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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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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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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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Assessing Sea-Snot Accumulation using Spectral Mixture Analysis of Hyperspectral Prisma Data
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 17 Temmuz 2022
KELEŞOĞLU GÖZDENUR, ERTÜRK ALP, ERTEN ESRA
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