- Rapid Vitality Estimation and Prediction of Corn Seeds Based on Spectra and Images Using Deep Learning and Hyperspectral Imaging Techniques被引量:37收藏
- 作者:Pang, Lei Men, Sen Yan, Lei Xiao, Jiang
- 机构:Beijing Forestry Univ;Beijing Union Univ;Beijing Union Univ
- 来源:IEEE ACCESS 2020
- 关键词:Convolutional neural network hyperspectral image image seed vitality spectrum
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- Hyperspectral imaging coupled with multivariate methods for seed vitality estimation and forecast for Quercus variabilis被引量:23收藏
- 作者:Pang, Lei Wang, Jinghua Men, Sen Yan, Lei Xiao, Jiang
- 机构:Beijing Forestry Univ;Beijing Union Univ;Beijing Union Univ
- 来源:SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2021
- 关键词:Quercus variabilis Hyperspectral imaging Seed germination Characteristic bands Vitality forecast Non-destructive testing
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- Research on Tea Trees Germination Density Detection Based on Improved YOLOv5被引量:5收藏
- 作者:Wang, Jinghua Li, Xiang Yang, Guijun Wang, Fan Men, Sen Xu, Bo Xu, Ze Yang, Haibin Yan, Lei
- 机构:Beijing Forestry Univ;Beijing Acad Agr & Forestry Sci;Beijing Union Univ;Beijing Union Univ;Tea Res Inst
- 来源:FORESTS 2022
- 关键词:improved YOLOv5 Xception ShuffleNetV2 receptive field block tea bud recognition germination density
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- Deep Convolutional Neural Network for Detection and Prediction of Waxy Corn Seed Viability Using Hyperspectral Reflectance Imaging被引量:1收藏
- 作者:Zhao, Xiaoqing Pang, Lei Wang, Lianming Men, Sen Yan, Lei
- 机构:Beijing Forestry Univ;Capital Univ Phys Educ & Sports;Beijing Union Univ;Beijing Union Univ
- 来源:MATHEMATICAL AND COMPUTATIONAL APPLICATIONS 2022
- 关键词:hyperspectral imaging deep convolutional neural network waxy corn seeds viability detection
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- OBE理念下的高校机器人专业应用型人才培养策略思考被引量:0收藏
- 作者:金晓明 门森
- 机构:北京联合大学机器人学院
- 来源:《2023年教学方法创新与实践科研学术探究》 2023
- 关键词:OBE理念 机器人专业 应用型人才培养
- 摘要:机器人专业是国家"新工科"计划的重要新兴学科之一,目前已经在二百多所大学开设。论文根据OBE教学理念,从校企深度融合共建、人工智能与智能制造融合、实虚结合教学和师资培养模式等方面,阐述了高校机器人专业应用型人才培养策略,...
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- 课程思政进课堂,教师学生共成长被引量:0收藏
- 作者:王淑芳 刘伟 门森
- 机构:北京联合大学机器人学院
- 来源:《教育现代化》 2019
- 关键词:课程思政 十九大精神 课程建设
- 摘要:中华民族伟大复兴的中国梦对高等教育人才培养提出更高的要求。国家更加关注高等教育为谁培养人,培养什么样的人这个重大问题。如何在工科专业课程中融入思政内容,从而实现高素质应用型人才培养就成为时代要求。但对专业教师而言,专业课...
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- Hyperspectral imaging coupled with multivariate methods for seed vitality estimation and forecast for Quercus variabilis被引量:0收藏
- 作者:Pang, Lei Wang, Jinghua Men, Sen Yan, Lei Xiao, Jiang
- 机构: School of Technology; College of Robotics; Beijing Engineering Research Center of Smart Mechanical Innovation Design Service
- 来源:Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy 2021
- 关键词:Cultivation - Spectroscopy - Nearest neighbor search - Forecasting - Genetic algorithms - Nondestructive examination - Reflection - Discriminant analysis - Germination
- 质疑