Parameterization of Shape and Compactness in Object-based Image Classification Using Quickbird-2 Imagery
AGU 2016 Fall Meeting, San Francisco/AMERİKA BİRLEŞİK DEVLETLERİ, 12 Aralık 2016
TONBUL HASAN,KAVZOĞLU TAŞKIN
|
Object-based Image Classification of Poplar Tree with Ensemble Learning Methods Using Sentinel-2 Imagery
International Symposium on Applied Geoinformatics (ISAG-2019), İstanbul/TÜRKİYE, 7 Kasım 2019
TONBUL HASAN,ÇÖLKESEN İSMAİL,KAVZOĞLU TAŞKIN
|
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
|
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
|
Classification of brain strokes using divergence-based convolutional neural networks
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, Vol. 93, Ocak 2024, s. 10, ISSN: 1746-8094
POLAT ÖZLEM,DOKUR ZÜMRAY,ÖLMEZ TAMER
|
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
|
Developing a New Counting Approach for the Corrugated Boards and Its Industrial Application by Using Image Processing Algorithm
ISKE, Vol. 279, 20 Kasım 2013, ISSN: 2194-5357
CEBECİ UFUK,ASLAN FATİH,AYDIN HALİL
|
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
|
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
|
Remote sensing image classification by non parallel SVMs
2014 IEEE Geoscience and Remote Sensing Symposium, Quebec City, QC/KANADA, 13 Temmuz 2014, s. 1269-1272
CAGLAR KUCUK,TORUN YÜCEL,TAŞKIN KAYA GÜLŞEN
|
A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italy/TÜRKİYE, 26 Temmuz 2015
TAŞKIN KAYA GÜLŞEN,KAYA HÜSEYİN,LORENZO BRUZZONE
|
Recursive feature selection based on non parallel SVMs and its application to hyperspectral image classification
2014 IEEE Geoscience and Remote Sensing Symposium, Quebec City, QC/TÜRKİYE, 13 Temmuz 2014
TAŞKIN KAYA GÜLŞEN,TORUN YÜCEL,KÜÇÜK ÇAĞLAR
|
A comprehensive analysis of twin support vector machines in remote sensing image classification
2015 23nd Signal Processing and Communications Applications Conference (SIU), 16 Mayıs 2015
TAŞKIN KAYA GÜLŞEN
|
A comparison of differential evolution and Harmony Search methods for SVM model selection in hyperspectral image classification
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 10 Temmuz 2016
CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN
|
A comprehensive evaluation of feature selection algorithms in hyperspectral image classification
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 10 Temmuz 2016
VİJOUYEH HAMED,TAŞKIN KAYA GÜLŞEN
|
SVM parameter selection based on harmony search with an application to hyperspectral image classification
2016 24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey/TÜRKİYE, 16 Mayıs 2016
CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN
|
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
|
BioNAS: Neural Architecture Search for
Multiple Data Modalities in Biomedical Image
Classification
3rd International Conference on Advanced Engineering, Technology and Applications, 24 Mayıs 2024
KUŞ ZEKİ,KİRAZ BERNA,AYDIN MUSA,KİRAZ ALPER
|