يعرض 1 - 20 نتائج من 145 نتيجة بحث عن '"Kavzoglu, Taskin"', وقت الاستعلام: 0.59s تنقيح النتائج
  1. 1
    Dissertation/ Thesis
    An investigation of the design and use of feed-forward artificial neural networks in the classification of remotely sensed images

    المؤلفون: Kavzoĝlu, Taşkin

    مصطلحات موضوعية: 910, G Geography (General)

    الاتاحة: http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.367962

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  2. 2
    Academic Journal
    Burned Area Detection with Sentinel-2A Data: Using Deep Learning Techniques with eXplainable Artificial Intelligence

    المؤلفون: Yilmaz, Elif Ozlem, Kavzoglu, Taskin

    المصدر: eISSN: 2194-9050

    وصف الملف: application/pdf

    الاتاحة: https://doi.org/10.5194/isprs-annals-X-5-2024-251-2024
    https://isprs-annals.copernicus.org/articles/X-5-2024/251/2024/

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  3. 3
    Academic Journal
    Methodology For Extracting Poplar Planted Fields From Very High-Resolution Imagery Using Object-Based Image Analysis and Feature Selection Strategy

    المؤلفون: Yilmaz, Elif Ozlem, Kavzoglu, Taskin, Colkesen, Ismail, Tonbul, Hasan, Teke, Alihan

    المصدر: eISSN: 2194-9050

    وصف الملف: application/pdf

    الاتاحة: https://doi.org/10.5194/isprs-annals-X-5-2024-259-2024
    https://isprs-annals.copernicus.org/articles/X-5-2024/259/2024/

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  4. 4
    Academic Journal
    Extraction of Water Bodies from High-Resolution Aerial and Satellite Images Using Visual Foundation Models

    المؤلفون: Özdemir, Samed, Akbulut, Zeynep, Karsli, Fevzi, Kavzoǧlu, Taşkin

    المساهمون: Özdemir, Samed

    مصطلحات موضوعية: CLIP, Segment Anything Model, segmentation, semantic, visual foundation models, water bodies

    Relation: Sustainability (Switzerland); Konferans Öğesi - Ulusal - Kurum Öğretim Elemanı; https://www.mdpi.com/2071-1050/16/7/2995; https://hdl.handle.net/20.500.12440/6224; 16

    الاتاحة: https://hdl.handle.net/20.500.12440/6224
    https://www.mdpi.com/2071-1050/16/7/2995
    https://doi.org/10.3390/su16072995

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  5. 5
    Academic Journal
    Deep convolutional neural networks for ship detection using refined DOTA and TGRS-HRRSD high-resolution image datasets.

    المؤلفون: Yildirim, Esra1 (AUTHOR), Kavzoglu, Taskin1 (AUTHOR)

    المصدر: Advances in Space Research. Jan2025, Vol. 75 Issue 2, p1871-1887. 17p.

    مصطلحات موضوعية: *MACHINE learning, *IMAGE recognition (Computer vision), *OBJECT recognition (Computer vision), *CONVOLUTIONAL neural networks, *DEEP learning, *REMOTE-sensing images


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  6. 6
    Academic Journal
    Evaluating the performance of object-based machine learning and deep learning models in classifying different maize genotypes with multispectral UAV imagery

    المؤلفون: Altuntas, Osman Yavuz, Colkesen, Ismail, Sefercik, Umut Gunes, Kavzoglu, Taskin, Saygi, Mustafacan, Ozturk, Muhammed Yusuf, Nazar, Mertcan, Aydin, Ilyas, Tonbul, Hasan

    المصدر: Advanced Engineering Days (AED); Vol. 8 (2023): 8th Advanced Engineering Days; 79-82

    وصف الملف: application/pdf

    Relation: https://publish.mersin.edu.tr/index.php/aed/article/view/1395/1142; https://publish.mersin.edu.tr/index.php/aed/article/view/1395

    الاتاحة: https://publish.mersin.edu.tr/index.php/aed/article/view/1395

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  7. 7
    Academic Journal
    Detection of collapsed buildings from post-earthquake imagery using mask region-based convolutional neural network

    المؤلفون: Yildirim, Esra, Kavzoglu, Taskin

    المصدر: Intercontinental Geoinformation Days; Vol. 7 (2023); 119-122

    مصطلحات موضوعية: Earthquake, Remote sensing, Deep learning, Mask R-CNN, Building detection

    وصف الملف: application/pdf

    Relation: https://publish.mersin.edu.tr/index.php/igd/article/view/1439/1211; https://publish.mersin.edu.tr/index.php/igd/article/view/1439

    الاتاحة: https://publish.mersin.edu.tr/index.php/igd/article/view/1439

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  8. 8
    Academic Journal
    An evaluation of the effectiveness of spectral bands and indices on semantic segmentation with Attention U-Net using Sentinel-2A imagery and ESA WorldCover products

    المؤلفون: Yilmaz, Elif Ozlem, Kavzoglu , Taskin

    المصدر: Intercontinental Geoinformation Days; Vol. 6 (2023); 360-363

    مصطلحات موضوعية: Attention U-Net, Deep Learning, Semantic Segmentation, Sentinel-2A, Spectral Index

    وصف الملف: application/pdf

    Relation: https://publish.mersin.edu.tr/index.php/igd/article/view/1291/987; https://publish.mersin.edu.tr/index.php/igd/article/view/1291

    الاتاحة: https://publish.mersin.edu.tr/index.php/igd/article/view/1291

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  9. 9
    Academic Journal
    Classification of hybrid maize seeds (Zea mays) with object-based machine learning algorithms using multispectral UAV imagery

    المؤلفون: Colkesen, Ismail, Sefercik, Umut Gunes, Kavzoglu, Taskin, Tonbul, Hasan, Ozturk, Muhammed Yusuf, Altuntaş, Osman Yavuz, Nazar, Mertcan, Aydin, Ilyas

    المصدر: Intercontinental Geoinformation Days; Vol. 6 (2023); 157-161

    مصطلحات موضوعية: Multispectral UAV, CCF, RotFor, SVM, NDSM

    وصف الملف: application/pdf

    Relation: https://publish.mersin.edu.tr/index.php/igd/article/view/1240/1038; https://publish.mersin.edu.tr/index.php/igd/article/view/1240

    الاتاحة: https://publish.mersin.edu.tr/index.php/igd/article/view/1240

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  10. 10
    Academic Journal
    Explainable artificial intelligence empowered landslide susceptibility mapping using Extreme Gradient Boosting (XGBoost)

    المؤلفون: Teke, Alihan, Kavzoglu, Taskin

    المصدر: Advanced Engineering Days (AED); Vol. 6 (2023): 6th Advanced Engineering Days; 74-76

    مصطلحات موضوعية: Landslide susceptibility, XAI, SHAP, XGBoost, Sapanca

    وصف الملف: application/pdf

    Relation: https://publish.mersin.edu.tr/index.php/aed/article/view/909/764; https://publish.mersin.edu.tr/index.php/aed/article/view/909

    الاتاحة: https://publish.mersin.edu.tr/index.php/aed/article/view/909

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  11. 11
    Academic Journal
    Classification of Jilin-1 GP01 hyperspectral image using machine learning techniques with explainable artificial intelligence

    المؤلفون: Yilmaz, Elif Ozlem, Kavzoglu , Taskin

    المصدر: Intercontinental Geoinformation Days; Vol. 5 (2022); 145-148

    مصطلحات موضوعية: Machine learning, Hyperspectral image, Explainable AI, Image classification, Jilin-1 GP01

    وصف الملف: application/pdf

    Relation: https://publish.mersin.edu.tr/index.php/igd/article/view/1034/843; https://publish.mersin.edu.tr/index.php/igd/article/view/1034

    الاتاحة: https://publish.mersin.edu.tr/index.php/igd/article/view/1034

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  12. 12
    Academic Journal
    Automated vehicle detection and instance segmentation from high-resolution UAV imagery using YOLOv7 model

    المؤلفون: Yildirim, Esra, Sefercik , Umut Gunes, Kavzoglu , Taskin

    المصدر: Intercontinental Geoinformation Days; Vol. 5 (2022); 116-119

    مصطلحات موضوعية: Deep learning, UAV imagery, Vehicle detection, Instance segmentation, YOLOv7

    وصف الملف: application/pdf

    Relation: https://publish.mersin.edu.tr/index.php/igd/article/view/1026/850; https://publish.mersin.edu.tr/index.php/igd/article/view/1026

    الاتاحة: https://publish.mersin.edu.tr/index.php/igd/article/view/1026

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  13. 13
    Academic Journal
    Multi-seasonal evaluation of hybrid poplar (P. Deltoides) plantations using Worldview-3 imagery and State-Of-The-Art ensemble learning algorithms

    المؤلفون: Colkesen, Ismail, Kavzoglu, Taskin, Atesoglu, Ayhan, Tonbul, Hasan, Ozturk, Muhammed Yusuf

    المصدر: ADVANCES IN SPACE RESEARCH 71(7) 23

    Relation: https://aperta.ulakbim.gov.tr/record/272566; oai:aperta.ulakbim.gov.tr:272566

    الاتاحة: https://aperta.ulakbim.gov.tr/record/272566

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  14. 14
    Conference
    POPLAR TREE INDEX (PTI): A NEW VEGETATION INDEX FOR MONITORING POPLAR CULTIVATED AREAS

    المؤلفون: Colkesen, Ismail, Kavzoglu, Taskin, Tonbul, Hasan, Ozturk, Muhammed Yusuf, Yilmaz, Elif Ozlem

    Relation: https://aperta.ulakbim.gov.tr/record/259453; oai:aperta.ulakbim.gov.tr:259453

    الاتاحة: https://aperta.ulakbim.gov.tr/record/259453

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  15. 15
    Academic Journal
    Exploring the decision-making process of ensemble learning algorithms in landslide susceptibility mapping: Insights from local and global explainable AI analyses.

    المؤلفون: Teke, Alihan1 (AUTHOR) a.teke2020@gtu.edu.tr, Kavzoglu, Taskin1 (AUTHOR) kavzoglu@gtu.edu.tr

    المصدر: Advances in Space Research. Oct2024, Vol. 74 Issue 8, p3765-3785. 21p.

    مصطلحات موضوعية: *MACHINE learning, *LANDSLIDE hazard analysis, *ARTIFICIAL intelligence, *DECISION trees, *RANDOM forest algorithms, *LANDSLIDES


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  16. 16
    Book
    Towards Artificially Intelligent Landslide Susceptibility Mapping: A Critical Review and Open Questions

    المؤلفون: Teke, Alihan, Kavzoglu, Taskin

    المصدر: Landslide: Susceptibility, Risk Assessment and Sustainability ; Advances in Natural and Technological Hazards Research ; page 153-182 ; ISSN 1878-9897 2213-6959 ; ISBN 9783031565908 9783031565915

    الاتاحة: http://dx.doi.org/10.1007/978-3-031-56591-5_6
    https://link.springer.com/content/pdf/10.1007/978-3-031-56591-5_6

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  17. 17
    Book
    Classification Methods for Remotely Sensed Data

    المؤلفون: Kavzoglu, Taskin, Tso, Brandt, Mather, Paul M.

    المصدر: ISBN 9781003439172.

    الاتاحة: http://dx.doi.org/10.1201/9781003439172

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  18. 18
    Book
    Object-Based Image Analysis

    المؤلفون: Kavzoglu, Taskin, Tso, Brandt, Mather, Paul M.

    المصدر: Classification Methods for Remotely Sensed Data ; page 311-341 ; ISBN 9781003439172

    الاتاحة: http://dx.doi.org/10.1201/9781003439172-8

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  19. 19
    Book
    Decision Trees

    المؤلفون: Kavzoglu, Taskin, Tso, Brandt, Mather, Paul M.

    المصدر: Classification Methods for Remotely Sensed Data ; page 197-239 ; ISBN 9781003439172

    الاتاحة: http://dx.doi.org/10.1201/9781003439172-6

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  20. 20
    Book
    Fundamentals of Remote Sensing

    المؤلفون: Kavzoglu, Taskin, Tso, Brandt, Mather, Paul M.

    المصدر: Classification Methods for Remotely Sensed Data ; page 1-46 ; ISBN 9781003439172

    الاتاحة: http://dx.doi.org/10.1201/9781003439172-1

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