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YOLOv9-Based Detection of Diseases in Poplar Trees Using Histogram Equalization and Computer Vision.

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Title: YOLOv9-Based Detection of Diseases in Poplar Trees Using Histogram Equalization and Computer Vision.
Authors: Makhmudov F; Department of Computer Engineering, Gachon University, Sujeong-Gu, Seongnam-Si 461-701, Gyeonggi-Do, Republic of Korea., Zohirov K; Department of Software and Technical Support of Computer Systems, Karshi State Technical University, Karshi 180100, Uzbekistan., Kuvandikov J; Department of Computer Science and Programming, Jizzakh Branch of the National University of Uzbekistan Named After Mirzo Ulugbek, Jizzakh 130100, Uzbekistan., Temirov Z; Department of Digital Technologies, Alfraganus University, Yukori Karakamish Street 2a, Tashkent 100190, Uzbekistan., Bobomirzayevich AA; Department of Artificial Intelligence, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.; Department of Artificial Intelligence, Tashkent State University of Economics, Tashkent 100066, Uzbekistan.; Department of Information Processing and Control Systems, Tashkent State Technical University, Tashkent 100095, Uzbekistan.; Department of Robotics and Intelligent Systems, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan., Mukhiddinov M; Department of Artificial Intelligence, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.; Department of Robotics and Intelligent Systems, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.; Department of Industrial Management and Digital Technologies, Nordic International University, Tashkent 100128, Uzbekistan., Muraeva K; Department of Artificial Intelligence, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.; Department of Robotics and Intelligent Systems, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan., Sevinov J; Department of Information Processing and Control Systems, Tashkent State Technical University, Tashkent 100095, Uzbekistan.; Department of Computer Engineering, University of Tashkent for Applied Sciences, Tashkent 100149, Uzbekistan., Bolikulov F; Department of Computer Engineering, Gachon University, Sujeong-Gu, Seongnam-Si 461-701, Gyeonggi-Do, Republic of Korea.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 May 23; Vol. 26 (11). Date of Electronic Publication: 2026 May 23.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: YOLOv9-Based Detection of Diseases in Poplar Trees Using Histogram Equalization and Computer Vision.
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  Data: <searchLink fieldCode="AU" term="%22Makhmudov+F%22">Makhmudov F</searchLink>; Department of Computer Engineering, Gachon University, Sujeong-Gu, Seongnam-Si 461-701, Gyeonggi-Do, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Zohirov+K%22">Zohirov K</searchLink>; Department of Software and Technical Support of Computer Systems, Karshi State Technical University, Karshi 180100, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Kuvandikov+J%22">Kuvandikov J</searchLink>; Department of Computer Science and Programming, Jizzakh Branch of the National University of Uzbekistan Named After Mirzo Ulugbek, Jizzakh 130100, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Temirov+Z%22">Temirov Z</searchLink>; Department of Digital Technologies, Alfraganus University, Yukori Karakamish Street 2a, Tashkent 100190, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Bobomirzayevich+AA%22">Bobomirzayevich AA</searchLink>; Department of Artificial Intelligence, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.; Department of Artificial Intelligence, Tashkent State University of Economics, Tashkent 100066, Uzbekistan.; Department of Information Processing and Control Systems, Tashkent State Technical University, Tashkent 100095, Uzbekistan.; Department of Robotics and Intelligent Systems, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Mukhiddinov+M%22">Mukhiddinov M</searchLink>; Department of Artificial Intelligence, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.; Department of Robotics and Intelligent Systems, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.; Department of Industrial Management and Digital Technologies, Nordic International University, Tashkent 100128, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Muraeva+K%22">Muraeva K</searchLink>; Department of Artificial Intelligence, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.; Department of Robotics and Intelligent Systems, Tashkent University of Information Technologies Named After Muhammad Al-Khwarizmi, Tashkent 100200, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Sevinov+J%22">Sevinov J</searchLink>; Department of Information Processing and Control Systems, Tashkent State Technical University, Tashkent 100095, Uzbekistan.; Department of Computer Engineering, University of Tashkent for Applied Sciences, Tashkent 100149, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Bolikulov+F%22">Bolikulov F</searchLink>; Department of Computer Engineering, Gachon University, Sujeong-Gu, Seongnam-Si 461-701, Gyeonggi-Do, Republic of Korea.
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  Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 May 23; Vol. 26 (11). <i>Date of Electronic Publication: </i>2026 May 23.
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              Text: 2026 May 23
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