Classification of semiurban landscapes from very high-resolution satellite images using a regionalized multiscale segmentation approach
Journal of Applied Remote Sensing, Vol. 11, No. 03, Eylül 2017, s. 35016, ISSN: 1931-3195
KAVZOĞLU TAŞKIN,YILDIZ ERDEMİR MERVE,TONBUL HASAN
|
Enhanced Lesion Classification Based on YOLO Architectures Using Thermal Breast Images on a Patient by Patient Basis
Traitement du Signal, Vol. 41, No. 6, Aralık 2024, s. 2989-2999, ISSN: 0765-0019
ÇEVİK KERİM KÜRŞAT,ÇİVİLİBAL SONER,BOZKURT AHMET,DANDIL EMRE
|
Performance Assessment of Landsat 8 and Sentinel-2 Satellite Images for the Production of Time Series Land Use/Land Cover (LULC) Maps
Journal of Scientific Reports-A, Haziran 2023, ISSN: 2687-6167
ACAR RECEP UĞUR, ZENGİN ENES
|
Construction and implementation of a poplar spectral library based on phenological stages for land cover classification using high-resolution satellite images
International Journal of Remote Sensing, Vol. 45, No. 6, Mart 2024, s. 2049-2072, ISSN: 0143-1161
KAVZOĞLU TAŞKIN,ÇÖLKESEN İSMAİL,ATEŞOĞLU AYHAN,TONBUL HASAN,YILMAZ ELİF ÖZLEM,ÖZLÜSOYLU ŞEYMA,ÖZTÜRK MUHAMMED YUSUF
|
Time series classification via topological data analysis
EXPERT SYSTEMS WITH APPLICATIONS, Vol. 183, Ocak 2021, ISSN: 0957-4174
KAYGUN ATABEY,KARAN ALPEREN
|
Classification of poplar trees with object-based ensemble learning algorithms using Sentinel-2A imagery
Journal of Geodetic Science, Vol. 10, No. 1, Mayıs 2020, s. 14-22, ISSN: 2081-9943
TONBUL HASAN,ÇÖLKESEN İSMAİL,KAVZOĞLU TAŞKIN
|
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
|
An Experimental Comparison of Multi-Resolution Segmentation and K-Means Clustering For Object-Based Classification of VHR Imagery
Remote Sensing and Photogrammetry Society (RSPSoc-2017), Londra/İNGİLTERE, 5 Eylül 2017
KAVZOĞLU TAŞKIN,TONBUL HASAN
|
Classification of hybrid maize seeds (Zea mays) with object-based machine learning algorithms using multispectral UAV imagery
6th Intercontinental Geoinformation Days, Bakü/AZERBAYCAN, 13 Haziran 2023, s. 157-161
ÇÖLKESEN İSMAİL,SEFERCİK UMUT GÜNEŞ,KAVZOĞLU TAŞKIN,TONBUL HASAN,ÖZTÜRK MUHAMMED YUSUF,ALTUNTAŞ OSMAN YAVUZ,NAZAR MERTCAN,AYDIN İLYAS
|
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
|
Machine Learning-Based Supervised Classification of Sentinel-2 MSI and Landsat-8 OLI Imagery in Marguerite Bay of Antarctic Peninsula
ISPRS, EARSeL & DGPF Joint İstanbul Workshop 2025, İstanbul/TÜRKİYE, 29 Ocak 2025
ARKALI MEHMET,ATİK MUHAMMED ENES,ATİK ŞAZİYE ÖZGE
|
An experimental comparison of multi-resolution segmentation, SLIC and K-means clustering for object-based classification of VHR imagery
International Journal of Remote Sensing, Vol. 39, No. 18, Ağustos 2018, s. 6020-6036, ISSN: 0143-1161
KAVZOĞLU TAŞKIN,TONBUL HASAN
|
Machine Learning-Based Supervised Classification of Sentinel-2 MSI and Landsat-8 OLI Imagery in Marguerite Bay of Antarctic Peninsula
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLVIII-M-6-2025 ISPRS, EARSeL & DGPF Joint Istanbul Workshop “Topographic Mapping from Space” dedicated to Dr. Karsten Jacobsen’s 80th Birthday 29–31 January 2025, Istanbul, Türkiye, İSTANBUL/TÜRKİYE, 29 Ocak 2025
ARKALI MEHMET,ATİK MUHAMMED ENES,ATİK ŞAZİYE ÖZGE
|
Machine Learning-Based Supervised Classification of Sentinel-2 MSI and Landsat-8 OLI Imagery in Marguerite Bay of Antarctic Peninsula
ISPRS, EARSeL & DGPF Joint İstanbul Workshop 2025, İstanbul/TÜRKİYE, 29 Ocak 2025
ARKALI MEHMET,ATİK MUHAMMED ENES,ATİK ŞAZİYE ÖZGE
|
A comprehensive approach for high intensity blood flow signal classification using multi-scale spectrogram fusion and tunable Q-factor wavelet analysis
Biomedical Signal Processing and Control, Vol. 109, Kasım 2025, s. 107991, ISSN: 1746-8094
CANSIZ BERKE,KARADELİ M. İKBAL,AYDIN NİZAMETTİN,SERBES GÖRKEM
|
A mask R-CNN approach for detection and classification of brain tumours from MR images
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Vol. 11, No. 7, Ocak 2024, s. 3024-3034, ISSN: 2168-1163
KÖRDEMİR MERVE,ÇEVİK KERİM KÜRŞAT,BOZKURT AHMET
|
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
|
A Literature Review on Machine Learning in The Food Industry
Alphanumeric Journal, Vol. 11, Aralık 2023, ISSN: 2148-2225
AÇIKGÖZ FURKAN,VERÇİN LEYLA,ERDOĞAN GAMZE
|
Enhancing Travel Experience: Predicting Flight Delays for Informed Journey Planning
International Journal of Applied Methods in Electronics and Computers, Vol. 12, No. 2, Haziran 2024, s. 40-47, ISSN: 2147-8228
ERGÜN ESMA,TUNA SÜHA
|