Esra Yıldırım

Gebze Technical University — Turkey

Environmental Science · Physical Sciences

3h-index23citations6works2.32yr avg
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Research Topics

Remote Sensing and LiDAR Applications(3), Advanced Neural Network Applications(2), Smart Agriculture and AI(2), Remote Sensing in Agriculture(1), Remote-Sensing Image Classification(1)

Publications6 total

Transformer-Based Sunflower (Helianthus annuus L.) Recognition from Multi-Temporal UAV Orthomosaics
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Ayçiçeği Çiçek Tablalarının Mask R-CNN Derin Sinir Ağı ile RGB ve Multispektral İHA Ortomozaiklerinden Örnek Segmentasyonu
Turkish Journal of Remote Sensing and GIS·2025Open Access
Deep convolutional neural networks for ship detection using refined DOTA and TGRS-HRRSD high-resolution image datasets
Advances in Space Research·2024· 7 cited
Stone Pine (Pinus Pinea L.) Detection from High-Resolution UAV Imagery Using Deep Learning Model
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium·2022· 4 cited
PERFORMANCE COMPARISON OF DEEP LEARNING TECHNIQUES FOR SHIP DETECTION USING OPTICAL SATELLITE IMAGES
2022· 1 citedOpen Access
Ship Detection in Optical Remote Sensing Images Using YOLOv4 and Tiny YOLOv4
Lecture notes in networks and systems·2022· 11 cited

Frequent Co-authors

Taşkın Kavzoğlu(4), Umut Güneş Sefercik(3), İsmail Çölkesen(2), Mertcan Nazar(1)