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AI-powered detection of pumpkin leaf diseases using DualFusion-CBAM-stochastic for yield protection and precision agriculture.

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第一作者： Ruchika,Bhuria

第一单位： Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India.

作者： Ruchika,Bhuria ^[1] ; Rahul,Singh ^[1] ; Mudassir,Khan ^[2] ; Mohamed,Abbas ^[3] ; Jaibir,Singh ^[4] ; Amel,Ksibi ^[5] ; Nitin,Kumar ^[6] ; Nitika,Kapoor ^[7] ; Upinder,Kaur ^[8]

作者单位： Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India. ^[1] Department of Computer Science, College of Computer Science, Applied College Tanumah, King Khalid University, Abha, Saudi Arabia.;Jadara Research Center, Jadara University, Irbid, Jordan. ^[2] Electrical Engineering Department, College of Engineering, King Khalid University, Abha, Saudi Arabia. ^[3] School of Computer Science & Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India. ^[4] Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia. ^[5] Department of Mechanical Engineering, Graphic Era (Deemed to be) University, Dehradun, Uttarakhand, India. ^[6] Department of Computer Science and Engineering (CSE), Chandigarh University, Mohali, Punjab, India. ^[7] School of Computer Science and Engineering, Lovely Professional University, Phagwara, Punjab, India. ^[8]

关键词 Cucurbita pepo foliar disease DualFusion-CBAM framework computational plant pathology deep learning architecture image-based disease classification precision agriculture smart crop health monitoring

DOI 10.3389/fpls.2025.1717226

PMID 41695538

发布时间 2026-02-18

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准确一般字义偏差语意偏离译文作用小提交