姓名:张晋东
性别:男
职称:副教授
招生:博士硕士研究生
最高学位:博士(后)
Email:zhangjindong_100@163.com
微信:13514319858
电话:13514319858
学科专业: 计算机应用技术
研究方向: 嵌入式系统,机器视觉,机器学习,及其在无人驾驶汽车、工业等领域的应用
讲授课程:嵌入式系统与结构、嵌入式Linux系统分析与应用、机器学习、传感器技术、微机技术及应用、汽车电子软件编程技术
工作经历:
现为,十大菠菜导航网,副教授,博士生导师
现为,中国汽车技术研究中心工程院,特聘专家
现为,电动汽车产业技术创新战略联盟,汽车电子电气架构工作组委员
2009–至今,菠菜导航网汽车电子控制关键技术创新团队,成员
2017-2018,Korea,Hanyang University,Visiting Professor
2010-2012,菠菜导航网汽车仿真与控制国家重点实验室,博士后
2003-2009,十大菠菜导航网,硕士、博士
科研项目:
[1]国家重点研发计划2017年度项目之“新能源汽车”专项,智能电动汽车电子电气架构研发-异构开放嵌入式软件平台研究-跨平台多源信息标准软件接口设计研究,负责人
[2]基于机器学习的汽车协同式自适应巡航控制机理研究,国家自然基金项目,负责人
[3]图像信息分类识别研究,中国第一汽车集团项目,负责人
[4]多车协调编队形式的动态路径规划方法研究,中央高校专项项目,负责人
[5]视觉计算的汽车行驶环境动态感知识别方法研究,吉林省基金项目,负责人
[6]基于华为MDC300F平台的激光雷达信号处理软件,负责人
[7]汽车A柱透视化可视软件,负责人
[8]可内嵌MES的先进计划排程APS软件,负责人
[9]5G网络下的汽车远程遥控驾驶关键技术研发,负责人
[10]A柱端整车盲区可视化系统,负责人
[11]基于深度摄像头的活体和人脸检测算法技术研发与应用,负责人
[12]基于多路摄像头的汽车全景可视化软件,负责人
学术论文:
国外期刊和国际学术会议上近期发表论文:
[1] Jingyi Jin,Jindong Zhang*,Kunpeng Zhang,Yiming Wang,Yuanzhi Ma,Dongyu Pan,3D multi-object tracking with boosting data association and improved trajectory management mechanism,2024
[2] Yiming Wang,Jindong Zhang*,Zhiyao Yang,Bing Wang,Jingyi Jin,Yitong Liu,Improving extractive summarization with semantic enhancement through topic-injection based BERT model,2024
[3] Jindong Zhang*,Jian Dou,A pedestrian detection model for fisheye images based on DEMO-YOLO,2024
[4] Jindong Zhang*,Sen Cao,Image dehazing via gradient response and bright region adjustment,2024
[5] Zhibo Zhang,Jindong Zhang*,Parallel multi-image encryption based on cross-plane DNA manipulation and a novel 2D chaotic system,2024
[6] Wenyue Sun,Jindong Zhang*,Yitong Liu,Adversarial-based Refinement Dual-branch Network for Semi-supervised Salient Object Detection of Strip Steel Surface Defects,2024
[7] Jindong Zhang*,Ninan Jiang,Image Stitching Algorithm Based on Semantics-preserving Warps,2024
[8] Liu Tianbo,Zhang Jindong*,An adaptive traffic flow prediction model based on spatiotemporal graph neural network,2023
[9] Zhang Jindong*,Xiu Ying,Image stitching based on human visual system and SIFT algorithm,2023
[10] Zhang Jindong*,Zhong Haoting,Curve-based lane estimation model with lightweight attention mechanism,2023
[11] Ma Yuanzhi,Zhang Jindong*,Qin Guihe,3D Multi-Object Tracking based on Dual-tracker and D-S Evidence Theory,2023
[12] Jindong Zhang*,Dongyu Pan,Kunpeng Zhang,Jingyi Jin,Yuanzhi Ma,Mai Chen,Underwater single image restoration based on modified Generative Adversarial Net,2023
[13] Tianbo Liu,Jindong Zhang*,An improved path planning algorithm based on fuel consumption,2022
[14] Xuelong Yin,Jindong Zhang*,Xinggang Wu,Ju Huang,Yanping Xu,Linyao Zhu,An improved lane departure warning algorithm based on fusion of F-Kalman filter and F-TLC,2019
[15] Jin-qing Li,Jin-dong Zhang*,Wei-kai Wang,Cheng-liang Liu,Hong-yan Guo,Kuo Zhang,Vehicle Automatic Vertical & Horizontal Parking Trajectory Prediction and Fuzzy Control,2017
[16] Liu Dongyang,Zhang Jindong*,Zhang Xiaofeng,Ma Xiaoyu,Kou Yuxin,Detection of Glue Spray on Bottom of Vehicle Based on Machine Vision,2018
[17] Peibin Wu,Jindong Zhang*,Yang Liu,Dongqi Han,Yiding Sun,The vehicle audio encryption system based on scrambling thought,2018
[18] Yang Wang, Jindong Zhang *,Zengming Zhang,Zifan Liu,Yuejia Song,Qipeng Miao,Lane decision algorithm for active avoidance of intelligent vehicle based on improved back propagation neural network,2018
[19] Dongqi Han,Jindong Zhang*,Yang Liu,Peibin Wu,Yiding Sun,Live Video Streaming Authentication for Vehicle Multimedia based on Merkle Tree,2018
[21] Zhang Jindong*,Feng Yujie,Shi Feifei,Wang Gang,Ma Bin,Li Ruisheng,Jia Xiaoyan,Vehicle routing in urban areas based on the OCW-Dijkstra algorithm,2016
[21] Yuze Wang,Jindong Zhang*,Jiale Qiao,Sai Gao,Chenhui Yu,A Rear-lamp Recognition System Based on D-S Evidence Theory,2019
[22] Jindong Zhang*,Xuelong Yin,Jing Luan,Tong Liu,An improved vehicle panoramic image generation algorithm,2019
[23] Jiale Qiao,Jindong Zhang*,Yuze Wang,Chenhui Yu,Sai Gao,A Multi-sensor Fusion System for Embedded Devices Considering by Sensor Reliability,2019
[24] Yuze Wang,Jindong Zhang*,Jiale Qiao,An Information Entropy-based Method of Evidential Source Separation and Refusion,2020
[25] Hangtian He,Haiyan Wang,Hao Zhang,Qing Liu,Jindong Zhang*,Research on Location Method of Vehicle Trajectory Based on Intelligent Terminal,2020
[26] Junshu Zhang,Jindong Zhang*,Botao Chen,Jian Gao,Shanwei Ji,Xiaolong Zhang,Zhaodan Wang,A perspective transformation method based on computer vision,2020
[27] Dongqi Han,Jindong Zhang*,Yang Liu,Peibin Wu,Yiding Sun,Real-time Feedback Watermarking Authentication Scheme for Streaming Media, 2020
[28] Yang Liu,Jindong Zhang*,Dongqi Han,Peibin Wu,Yiding Sun,Young Shik Moon,A multidimensional chaotic image encryption algorithm based on the region of interest,2020
[29]Jiale Qiao,Jindong Zhang*,Yuze Wang,An improved multi-sensor D–S rule for conflict reassignment of failure rate of set,2020
[30]Jindong Zhang*,Jiabin Xu,Linyao Zhu,Kunpeng Zhang,Tong Liu,Donghui Wang,Xue Wang,An improved Mobile Net-SSD algorithm for automatic defect detection on vehicle body paint,2020
[31]Jiabin Xu,Jindong Zhang*,Kunpeng Zhang,Tong Liu,Donghui Wang,Xue Wang,An APF-ACO Algorithm for Automatic Defect Detection on Vehicle Paint,2020
[32]Tong Liu,Jindong Zhang*,Kunpeng Zhang,Jiabin Xu,Donghui Wang,Xue wang,Vehicle-mounted surround vision algorithm based on heterogeneous architecture,2020
[33]Yang Liu,Jindong Zhang*,A Multidimensional Chaotic Image Encryption Algorithm based on DNA Coding,2020
[34]Jindong Zhang,Jiaxin Si,Xuelong Yin,Zhenhai Gao,Young Shik Moon,Jinfeng Gong,Fengmin Tang,Lane departure warning algorithm based on probability statistics of driving habits,2021
[35] Minglei Hou,Jindong Zhang*,Jinghan Zhang,Boyan Qian,Qiang Gao,Hongze Liu,An unmanned vehicle object recognition algorithm based on LIDAR,2021
[36] Li Guo,Kun Liu,Liuli Zhang,Yuyi Zhang,Yuqi Tian,Jindong Zhang*,Research on Vision Perception Technology of Auto Fueling Robot on opencv-based gas tank cap recognition,2021
[37]Zehao Zhao,Jindong Zhang*,Peiyuan Hu,Guanwen Qiao,Kaiyuan Li,MES Scheduling System Based on Mixed Inheriance,2021
[38]Mingxiu Zhang,Jindong Zhang*,Mingzhu Zhu,Wenda Liu,Jiatong Tu,Automotive Dashboard Identification System,2021
[39] Jindong Zhang*,Tong Liu,Xuelong Yin,Xue Wang,Kunpeng Zhang,Jiabin Xu,Donghui Wang, An improved parking space recognition algorithm based on panoramic vision,2021
著作教材:
[1]《汽车软件开放式系统架构》
[2]《工业物联网—AI、大数据、人机交互与生态系统》
[3]《工业物联网—系统建模、架构、通信与网络》
获奖情况:
[1] 基于计算机视觉的智能车环境感知关键技术创新及应用,科技进步奖,二等奖,2021
[2] 车上总线网络及其多媒体系统的关键技术与应用,技术开发类,一等奖,2014
[3] 车联网的可信数据通信与应用服务关键技术及应用,科学技术奖,一等奖,2013
发明专利:
[1] 车辆间行驶状态数据无线通信控制器及其控制方法
[2] 一种车道线识别的方法
[3] 具有学习能力的汽车协同式自适应巡航控制系统及方法
[4] 汽车协同编队行驶的动态路径规划方法
[5] 一种十字路口交通信号灯实时动态配时的方法
[6] 一种汽车行驶路径规划方法
[7] 一种控制汽车以簇形式编队行驶的方法
[8] CACC驾驶员肢体肌电信号表征的操纵意图预测方法
[9] CACC驾驶员肢体等速多通道肌电信号特征提取方法
[10] 一种图像加密的方法
[11] 色彩自然匹配与显示区自然融合的盲区透视化显示方法
[12] 视觉感知的汽车前视车辆和行人防碰撞预警系统及方法
[13] 一种视觉自适应调节显示装置及方法
[14] 一种基于DNA编码的图像加密方法
[15] 一种无人车多传感器信息实时融合的方法
[16] 一种嵌入式软件诊断系统及方法
[17] 一种车漆缺陷位置检测方法
[18] 一种利用色彩与音效主动调控驾驶员情绪的方法
[19] 一种深度学习的汽车漆膜缺陷识别系统构建方法
[20] 一种基于视觉人工智能的无人监管智能停车计费方法
[21] 一种基于滑动窗口的激光雷达数据合成方法
[22] 一种低线束激光雷达数据匹配多线束激光雷达模型的方法
[23] 一种基于空间点云生成的激光雷达数据扩充方法
[24] 嵌入式实时Linux与AUTOSAR OS的跨平台开发实现系统
[25] 基于AUTOSAR的电动汽车传感器信号处理组件接口设计方法
[26] 一种环视复用的车道线识别方法
[27] 一种利用环视图像的车位识别方法
[28] 一种基于驾驶习惯的车道偏离预警方法
[29] 一种基于汽车油耗的路径规划方法
[30] 一种基于神经网络模型热力图实现的人眼定位方法
[31] 一种汽车前视双侧盲区可视化方法
[32] 基于应对人眼的位置变化而对图形进行动态处理的方法
[33] 一种汽车前视双侧盲区增强显示方法
[34] 一种自适应的双目相机标定方法
菠菜导航网优秀学位论文:
[1]2019年:尹雪龙《基于全景视觉的汽车驾驶辅助技术研究》
[2]2021年:刘通《车载环视算法的泊车辅助系统的研究与实现》
[3]2021年:徐嘉斌《基于进化算法的车漆缺陷检测方法研究》
[4]2023年:刘天博《基于交通流预测和驾驶成本的汽车路径规划方法研究》
社会兼职:
中国计算机学会会员、国际计算机学会会员、中国人工智能学会会员、中国汽车工程学会会员
IEEE Transactions on Intelligent Transportation Systems,审稿人
World Journal of Modelling and Simulation,审稿人