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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Cascaded and Hierarchial Neural Networks for Classifying Surface Images of Marble Slabs
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions, IEEE/AMERİKA BİRLEŞİK DEVLETLERİ, Vol. 39, No. 4, Nisan 2009, s. 426-439, ISSN: 1094-6977
SELVER MUSTAFA ALPER,AKAY OLCAY,EMRE ARDALI,YAVUZ ALİ BAHADIR,ÖNAL OKAN,ÖZDEN GÜRKAN
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An experimental investigation into strain and stress partitioning of duplex stainless steel using digital image correlation, X-ray diffraction and scanning Kelvin probe force microscopy
The Journal of Strain Analysis for Engineering Design, Vol. 51, Ocak 2016, ISSN: 0309-3247
ÖRNEK CEM, ENGELBERG DİRK
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Predicting oil prices: A comparative analysis of machine learning and image recognition algorithms for trend prediction
Finance Research Letters, Vol. 67, Eylül 2024, ISSN: 1544-6123
GÖNCÜ AHMET,KUZUBAŞ TOLGA UMUT,SALTOĞLU VAHAP BURAK
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A 3D scanning based image processing technique for measuring the sequence of intersecting lines
International Journal on Document Analysis and Recognition (IJDAR), Vol. 28, Mart 2025, s. 85-96, ISSN: 1433-2833
AŞICIOĞLU FARUK,GELİR ALİ,ŞEN YILMAZ AYŞEGÜL,KİNDER JAN DE,KADİ ÖMER F.,ÖZDEMİR ONUR BURAK,PEKACAR ILGIM,ŞASUN UĞUR,ÇİFTÇİ SALTUK B.,DAYIOĞLU NURTEN
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COMPARATIVE ANALYSIS OF DEEP LEARNING-BASED TECHNIQUES FOR UAV IMAGE SEMANTIC SEGMENTATION
9th International Conference on Cartography and GIS, Nessebar/BULGARİSTAN, 16 Temmuz 2024, s. 828-832, ISSN: 1314-0604
ATİK MUHAMMED ENES
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Analysis of the association between image resolution and landscape metrics using multi-sensor LULC maps
Journal of Environmental Planning and Management, Vol. 67, No. 10, Mart 2024, ISSN: 0964-0568
VAROL BERİL,SZABO SZILARD,TOPALOĞLU RAZİYE HALE,BOZBAY GÜL ASLI,SERTEL ELİF
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Image-based Nystagmus Analysis in BPPV Disorders: Polar Coordinate System and Template Matching
IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI), Michigan/AMERİKA BİRLEŞİK DEVLETLERİ, 13 Nisan 2024
DOĞRU HASİBE BÜŞRA,KAPLAN AHMET,ZENGİN AYDIN TARIK,ÖZKUL TARIK
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Analysis of the association between image resolution and landscape metrics using multi-sensor LULC maps.
Journal of Environmental Planning and Management, Vol. 67, No. 10, Şubat 2024, s. 2281-2302, ISSN: 1360-0559
BERİL VAROL, SZABO SZILARD, TOPALOĞLU RAZİYE HALE, AKSU GÜL ASLI, SERTEL ELİF
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A region-based multi-scale approach for object-based image analysis
XXIII International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS) Congress, Prag/ÇEK CUMHURİYETİ, 12 Temmuz 2016
KAVZOĞLU TAŞKIN,YILDIZ ERDEMİR MERVE,TONBUL HASAN
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Utilization of photoacoustic spectral analysis for immune cell size characterization
Signal, Image and Video Processing, Vol. 19, Ocak 2025, ISSN: 1863-1703
MUTLU BERKAY,KÖKSAL SILA,ÇELİK ZÜLAL,YAPRAK SARAÇ ELİF,BEŞTEN ARCA,ÇIRACI MUĞAN CEREN,ÖZDEMİR ÖZGÜR
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Utilization of photoacoustic spectral analysis for immune cell size characterization
Signal, Image and Video Processing, Vol. 19, Aralık 2025, ISSN: 1863-1703
MUTLU BERKAY,KÖKSAL SILA,ÇELİK ZÜLAL,YAPRAK SARAÇ ELİF,BESTEK ARCA,ÇIRACI MUĞAN CEREN,ÖZDEMİR ÖZGÜR
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Joint Optimization in Underwater Image Enhancement: A Training Framework Integrating Pixel-Level and Physical-Channel Techniques
IEEE ACCESS, Vol. 13, Ocak 2025, ISSN: 2169-3536
DEMİR OZAN,AKTAŞ METİN,EKŞİOĞLU ENDER METE
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Comparative Analysis of Deep Learning and Machine Learning Models for Burned Area Estimation Using Sentinel-2 Image: A Case Study in Muğla-Bodrum, Turkey
International Conference on Recent Advances in Air and Space Technologies (RAST 2023), Istanbul/TÜRKİYE, 7 Haziran 2023, s. 1-5
TONBUL HASAN, YILMAZ ELİF ÖZLEM, KAVZOĞLU TAŞKIN
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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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Agricultural Crop Type Mapping Using Object-Based Image Analysis with Advanced Ensemble Learning Algorithms
The 40th Asian Conference on Remote Sensing (ACRS-2019), Daejeon/GÜNEY KORE, 14 Ekim 2019
KAVZOĞLU TAŞKIN,ÇÖLKESEN İSMAİL,TONBUL HASAN
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Methodology For Extracting Poplar Planted Fields From Very High-Resolution Imagery Using Object-Based Image Analysis and Feature Selection Strategy
ISPRS TC V Mid-term Symposium, Manila/FİLİPİNLER, 6 Ağustos 2024, s. 259-265
YILMAZ ELİF ÖZLEM,KAVZOĞLU TAŞKIN,ÇÖLKESEN İSMAİL,TONBUL HASAN,TEKE ALİHAN
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The Use of Object-Based Image Analysis for Monitoring 2021 Marine Mucilage Bloom in the Sea of Marmara
International Journal of Environment and Geoinformatics, Vol. 8, No. 4, Aralık 2021, s. 529-536, ISSN: 2148-9173
KAVZOĞLU TAŞKIN, TONBUL HASAN, ÇÖLKESEN İSMAİL, SEFERCİK UMUT GÜNEŞ
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Evaluation of the relationship between spatial learning and image maintenance through isovist analysis
Estoa. Revista de la Facultad de Arquitectura y Urbanismo de la Universidad de Cuenca, Vol. 14, No. 27, Ocak 2025, s. 225-242, ISSN: 1390-7263
KIRKAN SİNEM,TAŞCI MİNA HAZAL,GÜZELCİ ORKAN ZEYNEL
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The Extraction of Vegetation from Aerial Point Clouds Using Object Based Image Analysis
20th International Symposium on Environmental Pollution and its Impact on Life in the Mediterranean Region, 26 Ekim 2020, s. 157-157
ATİK MUHAMMED ENES,DURAN ZAİDE
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