徐焕良

教授博士生导师

个人信息

所在单位：人工智能学院
学历：博士研究生毕业
学位：博士学位

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研究方向

计算农业与系统集成、计算机视觉与植物表型分析、机器学习与农业大数据技术、农产品品控与可追溯技术

科研论文

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Cao YiFei,Xu Huanliang,Song Jin,Yang Yao,Hu Xiaohui,Wiyao Korohou Tchalla,Zhai Zhaoyu.Applying spectral fractal dimension index to predict the SPAD value of rice leaves under bacterial blight disease stress,PLANT METHODS,2022,18(1)(第一作者)
Li Yanbin, He Ziming, Gu Xingjian, Xu Huanliang, Ren Shougang.AFedAvg: communication-efficient federated learning aggregation with adaptive communication frequency and gradient sparse,JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE,2022,(参与作者)
Li Yibai,Wang Haoyun,Zhang Yuzhuo,Wang Jingbo,Xu Huanliang.INVERSION OF THE OPTICAL PROPERTIES OF APPLES BASED ON THE CONVOLUTIONAL NEURAL NETWORK AND TRANSFER LEARNING METHODS,APPLIED ENGINEERING IN AGRICULTURE,2022,38(6):931-939(通讯作者)
Gu Xingjian,Li Sizhe,Ren Shougang,Zheng Hengbiao,Fan Chengcheng,Xu Huanliang.Adaptive enhanced swin transformer with U-net for remote sensing image segmentation,COMPUTERS & ELECTRICAL ENGINEERING,2022,102(参与作者)
张思旭,徐焕良,王江波,孙云晓,王浩云.基于光学特性参数反演的苹果水心病检测,南京农业大学学报,2022,(参与作者)
曹益飞,徐焕良,吴玉强,范加勤,冯佳睿,翟肇裕.基于时序高光谱和多任务学习的水稻病害早期预测研究,农业机械学报,2022,53(2022年11期):288-298(参与作者)
余洪锋,徐焕良,丁永前,杨紫楠,窦祥林,李庆,关心桐.基于窄带光谱图像分析的小麦冠层植被指数测量方法研究,南京农业大学学报,2022,(参与作者)
Cao Yifei,Yuan Peisen,Xu Huanliang,Martinez-Ortega Jose Fernan,Feng Jiarui,Zhai Zhaoyu.Detecting Asymptomatic Infections of Rice Bacterial Leaf Blight Using Hyperspectral Imaging and 3-Dimensional Convolutional Neural Network With Spectral Dilated Convolution,FRONTIERS IN PLANT SCIENCE,2022,13(参与作者)
Li Yanbin,Huang Yuxin,Tang Ming,Ren Shougang,Xu Huanliang.Adaptive Chosen Plaintext Side-Channel Attacks for Higher-Order Masking Schemes,Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),2021,12938 LNCS:173-185(参与作者)
袁培森,宋进,徐焕良.基于残差网络和小样本学习的鱼图像识别,农业机械学报,2021,53(2022年02期):282-290(通讯作者)

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