成果/Result
- Rapid Vitality Estimation and Prediction of Corn Seeds Based on Spectra and Images Using Deep Learning and Hyperspectral Imaging Techniques被引量：43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
- Hyperspectral imaging coupled with multivariate methods for seed vitality estimation and forecast for Quercus variabilis被引量：26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
- Research on Tea Trees Germination Density Detection Based on Improved YOLOv5被引量：6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
- Deep Convolutional Neural Network for Detection and Prediction of Waxy Corn Seed Viability Using Hyperspectral Reflectance Imaging被引量：2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
- 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,...
- 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...
- 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
