Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
Lecture Notes in Networks and Systems, Mart 2023, ISSN: ISSN 2367-3370
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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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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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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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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Optimal band selection using explainable artificial intelligence for machine learning-based hyperspectral image classification
Journal of Applied Remote Sensing, Vol. 18, Temmuz 2024, ISSN: 1931-3195
ATİK ŞAZİYE ÖZGE,ATİK MUHAMMED ENES
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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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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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Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
The International Conference on Computing, Intelligence and Data Analytics, Kocaeli/TÜRKİYE, 16 Eylül 2022
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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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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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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An Adaptive Affinity Matrix Optimization for Locality-Preserving Projection via Heuristic Methods for Hyperspectral Image Analysis
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Ocak 2019, s. 1-10, ISSN: 1939-1404
TAŞKIN KAYA GÜLŞEN,CEYLAN OĞUZHAN
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Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images
IEEE Transactions on Image Processing, Vol. 26, No. 6, Haziran 2017, s. 2918-2928, ISSN: 1057-7149
TAŞKIN KAYA GÜLŞEN,KAYA HÜSEYİN,BRUZZONE LORENZO
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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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