电子邮件: yanfeng.lv@ia.ac.cn
通信地址: 北京市中关村东路95号
邮政编码: 100190
招生信息
主要从事:类脑感认知、机器人视觉、图像识别与检测、多模态感知、机器人自主导航等方面的研究。
具体研究工作:
1. 致力于类脑视觉、类脑多模态感知方面的研究
2. 基于机器人、无人机的视觉检测、识别和跟踪算法研究和应用
要求:
计算机、自动化、软件、电子信息、通信、物联网、测控、数学等信息类相关专业
有较强的学习能力和意愿
有较强的编程和数学功底
招生专业
081104--模式识别与智能系统
081101--控制理论与控制工程
085400--电子信息(非全日制硕士)
欢迎申请推免硕士、客座学生!欢迎报考硕士研究生!
邮箱:yanfeng.lv@ia.ac.cn
研究领域
类脑感认知、机器人视觉、图像识别与检测、多模态感知、机器人自主导航等方面的研究。
教育背景
学历
学位
工学博士学位
工作经历
工作简历
社会兼职
2019-10-31-今,中国自动化学会专业委员会, 委员
2017-01-01-今,国家自然科学基金, 评议专家
2016-06-30-今,中国自动化学会, 会员
2016-06-30-今,中国计算机学会, 会员
2015-01-01-今,IEEE Robotics and Automation Society, 会员
出版信息
(1)A Novel Biologically-inspired Structural Model for Feature Correspondence, IEEE Transactions on Cognitive and Developmental Systems, 2022, 第 1 作者
(2)Dominant Orientation Patch Matching for HMAX, Neurocomputing, 2016, 第 1 作者
(3) Extended Biologically Inspired Model for Object Recognition Based on Oriented Gaussian-Hermite Moment, Neurocomputing, 2014, 第 1 作者
(4) Enhanced hierarchical model of object recognition based on a novel patch selection method in salient regions, IET Computer Vision, 2015, 第 1 作者
(5) Image Recommendation based on a Novel Biologically Inspired Hierarchical Model, Multimedia Tools and Applications, 2018, 第 1 作者
(6) Enhanced Biologically Inspired Model for Image Recognition Based on a Novel Patch Selection Method with Moment, International Journal on Wavelet, Multiresolution, and Information Processing, 2019, 第 1 作者
(7) What will the robots be like in the future, National Science Review, 2019, 第 1 作者
(8)Electromagnetic Force Analysis of a Power Transformer Under the Short-Circuit Condition, IEEE Transactions on Applied Superconductivity, 2021, 通讯作者
(9) A Novel Biologically Inspired Hierarchical Model for Image Recommendation, International Symposium on Neural Networks, 2017, 第 1 作者
(10) Multi-Scale Scene Text Detection Based on Convolutional Neural Network, Chinese Automation Congress, 2019, 第 1 作者
(11) A Novel Patch Selection Method in Salient Regions of Object recognition, Korean Conference of Institute of Control, Robotics and Systems, 2015, 第 1 作者
(12)Insulator Defect Detection for Power Grid Based on Light Correction Enhancement and YOLOv5 Model, The 5th International Conference on Electrical Engineering and Green Energy, 2022, 通讯作者
(13)Spiking Neuron Networks based Energy-Efficient Object Detection for Mobile Robot, Chinese Automation Congress, 2021, 通讯作者
(14)Convolutional Neural Networks on Apache Storm, Chinese Automation Congress, 2019, 通讯作者
(15)A novel CNN model for fine-grained classification with large spatial variants, International Conference on Intelligent Computing and Signal Processing, 2020, 通讯作者
(16)Dynamic Electromagnetic Force Analysis of a Power Transformer with Regulated Windings, IEEE International Conference on Applied Superconductivity and Electromagnetic Devices, 2020, 通讯作者
(17)B-HMAX: A fast Binary Biologically Inspired Model for Object Recognition, Neurocomputing, 2016, 第 2 作者
(18)3-D Vision Based Local Obstacle Avoidance Method for Humanoid Robot, International Conference on Controls Automation and Systems, 2012, 第 2 作者
(19) A fast Binary Biologically Inspired Model for Object Recognition, Korean Conference of Institute of Control, Robotics and Systems, 2015, 第 3 作者
(20) Human Motion Prediction based on Visual Tracking, International Conference on Robotics and Automation Engineering, 2019, 第 5 作者