
✦个人简介
王观田,男,博士,讲师。主要从事机器视觉、深度学习及水果光电检测等相关技术研究,获中国仪器仪表学会科技进步一等奖、中国机械工业学会科技进步三等奖,江西省研究生教学成果二等奖,发表论文11篇,其中中科院2区以上SCI论文5篇,授权专利5项,软件著作权5项,指导学生获得首届“未来杯”大学生互联网创意创业大赛全国一等奖2项、三等奖1项,全国3D大赛江西省二等奖2项。
✦研究方向
※水果光电检测技术
※机器视觉
※深度学习
✦主要科研项目
※主持江西省教育厅科技项目1项(完成)
※主持智能农业动力装备全国重点实验室开放课题1项(在研)
✦奖励情况
※2025年中国农业机械协会农业机械科学技术一等奖,排名第三;
※2023年江西省教学成果奖二等奖,排名第十;
※2021年中国机械工业科学技术奖科技进步三等奖,排名第五;
※2019年中国仪器仪表学会科技进步一等奖,排名第九。
✦教学和人才培养情况
※1人获得校本科生优秀毕业论文(闫瑾)
※参编学术著作2部
✦代表性论文
根据实际情况填写
[1] Wang Guantian* , Luo Jinhui, Liu Y ,et al.Optical properties of moldy core apples and simulation-based optimization of spectral detection in transmission mode[J].Postharvest Biology and Technology.2025.113636.(中科院1区,top)
[2] Wang Guantian*, Luo Jinhui , Liu Y ,et al.Assessment of physicochemical and optical properties changes in 'Fuji' apples during Penicillium expansum-induced disease development[J].Food Bioscience, 2025, 63.(中科院2区)
[3] Wang Guantian*, Luo Y , Liu Y ,et al.Relationship between optical properties and internal quality of Orah Mandarins during storage[J].Scientific Reports.(中科院3区)
[4] Yan Jin , Wang Guantian* , Du H ,et al.Convolutional neural networks fusing spectral shape features with attentional mechanisms for accurate prediction of soluble solids content in apples[J].Journal of Food Measurement and Characterization, 2025, 19(1):412-423.(中科院3区)
[5] Liu Yande , Chen Jin , Wang Guantian* ,et al.Simulation and sensitivity analysis of light propagation in watermelon tissues for enhanced Vis/NIR spectroscopic quality assessment[J].Measurement, 2025, 253:117342.(中科院2区)
[6] Jin Yan,Jinghui Luo,Hailian Du,Guantian Wang*,Yande Liu. Band-specific segmented extinction correction enhances apple soluble solids content prediction using VIS/NIR spectroscopy[J].Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2025, 341: 126478.
[7] Wang Guantian*, Jiang X , Li X ,et al.Determination of watermelon soluble solids content based on visible/near infrared spectroscopy with convolutional neural network[J].Infrared Physics & Technology, 2023, 133(000):9.(中科院2区)
[8] Wang, Guantian*,Liu, YandeLi, XiongZhang, YuWang, JungangJiang, Xiaogang.Differences in optical properties of fruit tissues between stone fruits and citrus fruits[J].Infrared physics and technology, 2021, 112(1):103599.(中科院2区)
✦联系方式
电话、电子邮箱等视个人要求填写
邮箱:1073531686@qq.com
QQ:1073531686