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Browsing by Author "Azimjonov, Jahongir"

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A vision-based real-time traffic flow monitoring system for road intersections

Azimjonov, Jahongir; Ozmen, Ahmet; Varan, Metin (SPRINGER, 2023)

In this study, a vision based real-time traffic flow monitoring system has been developed to extract statistics passes through the intersections. A novel object tracking and data association algorithms have been developed ...
Automated prostate cancer grading and diagnosis system using deep learning-based Yolo object detection algorithm

Salman, Mehmet Emin; Cakar, Gozde Cakirsoy; Azimjonov, Jahongir; Kosem, Mustafa; Cedimoglu, Ismail Hakki (2022)

Purpose: Developing an artificial intelligence-based prostate cancer detection and diagnosis system that can automatically determine important regions and accurately classify the determined regions on an input biopsy image. ...
Kavşak ve karayollar için gerçek zamanlı görü tabanlı trafik akış bilgisi hesaplama sistemlerinin geliştirilmesi

Azimjonov, Jahongir (Sakarya Üniversitesi, 2021)

Bu çalışmada, şehir içi trafik planlamasında yardımcı araç olarak kullanılabilecek, mevcut trafik hakkında istatistiki veri üretebilen bir yazılım sistemi, görüntü işleme yöntemleri kullanılarak geliştirilmiştir. Kavşak/otoyol ...
Vision-based vehicle tracking on highway traffic using bounding-box features to extract statistical information

Azimjonov, Jahongir; Ozmen, Ahmet (PERGAMON-ELSEVIER SCIENCE LTD, 2022)

In this study, a new bounding-box based vehicle tracking algorithm is presented to extract statistical information in the highway traffic. A novel shaking filter and a new voting approach are employed in the vehicle detection ...