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导师介绍

沈晔湖

发布时间:2021-01-14    

 

硕士研究生指导教师简介
姓    名
 沈晔湖
图片3.png 
性    别
出生年月
1982.04 
最高学历、学位
 博士研究生、博士
职    称
 副教授
职    务
 教师支部书记
电子邮箱
yehushen@mail.usts.edu.cn 
 
个人简介
一、基本情况:
20046月浙江大学竺可桢学院混合班毕业,获信息工程专业工学学士学位。20096月获得浙江大学通信与信息系统专业工学博士学位。其中于20089月至20093月由国家留学基金委建设高水平大学公派研究生项目资助赴美国The Ohio State University电气与计算机工程系访问进修。2009年7月-2017年5月任职于中国科学院苏州纳米技术与纳米仿生研究所。2017年6月至今任教于苏州科技大学正规网赌app。2020年被遴选为硕士研究生导师。中国计算机学会高级会员,国际计算机协会(ACM)会员,中国自动化学会会员
二、主要研究领域及学术成就:
    主要研究方向为机器人视觉导航、人工智能机器视觉技术主持完成国家自然科学基金青年科学基金、江苏省产学研联合创新资金--前瞻性联合研究项目各1项、企业委托横向项目5项。目前主持在研国家自然科学基金面上项目、企业委托横向项目各1项。近年来发表学术论文近40篇,其中SCI检索论文11篇,EI检索论文23篇,授权发明专利4项,软件著作权9项。 
三、代表性科研成果
学术论文:
[1] Xu Wang, Yan Huang, Qicong Wang, Yan Chen, Yehu Shen. Multi-Stream Refining Network for Person Re-Identification. IEEE Access, 9, 2021: 6596-6607. (SCI)
[2] Jingna Sun, Yehu Shen, Wenming Yang, Qingmin Liao. Classifier Shared Deep Network with Multi-Hierarchy Loss for Low Resolution Face Recognition. Signal Processing: Image Communication, 82, 2020: 1-8. (SCI)
[3] Chong Zhao, Minglin Chen, Jinhao Zhao, Qicong Wang, Yehu Shen. 3D Behavior Recognition Based on Multi-Modal Deep Space-Time Learning. Applied Sciences, 9(4), 2019: 1-14. (SCI)
[4] 沈晔湖,蒋全胜,汪帮富,朱其新. 多尺度并行坐标插值实时图像克隆算法. 数据采集与处理,34(1),2019: 135-145.
[5] Yehu Shen, Quansheng Jiang, Bangfu Wang, Qixin Zhu, Wenming Yang. Tightly-Coupled Data Compression for Efficient Face Alignment. Applied Sciences, 8(11), 2018: 1-20. (SCI)
[6] Yehu Shen, Quansheng Jiang, Bangfu Wang, Qixin Zhu. Model Compression of SDM-based Face Alignment for Mobile Applications. The Journal of Engineering, 2018(16), 2018: 1712-1718. (EI)
[7] Qicong Wang, Dingxi Gong, Man Qi, Yehu Shen, Yunqi Lei. Temporal Sparse Feature Auto-combination Deep Network for Video Action Recognition. Concurrency and Computation: Practice and Experience, 30(23), 2018: 1-14. (SCI) ,引用:1
[8] Quansheng Jiang, Yehu Shen, Hua Li, Fengyu Xu. New Fault Recognition Method for Rotary Machine Based on Information Entropy and a Probabilistic Neural Network. Sensors, 18(2), 2018: 1-13. (SCI) ,引用:6
[9] Qicong Wang, Jinhao Zhao, Dingxi Gong, Yehu Shen, Maozhen Li, Yunqi Lei. Parallelizing Convolutional Neural Networks for Action Event Recognition in Surveillance Videos. International Journal of Parallel Programming, 2017: 734-759. (SCI, EI) ,引用:2
[10] 刘威,朱淑梅,沈晔湖,周琛,沈缪聪.离散点云五轴加工刀轨全局干涉处理方法研究.制造业自动化,39(10),2017:131-134
[11] 刘威,朱淑梅,周琛,沈晔湖,张彤彤.点云模型行距自适应数控加工刀轨生成方法研究.制造业自动化,39(11),2017:105-108
[12] Qicong Wang, Jinhao Zhao, Yehu Shen, Maozhen Li, Yuxiang Wu, Yunqi Lei. Visual Atrributes Based Sparse Multitask Action Recognition. International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, 2016: 1767-1772.
[13] Yehu Shen, Lei Wei, Qiming Xu, Zhenyun Peng. A Simple and Fast Image Cloning Algorithm. World Congress on Intelligent Control and Automation, 2016: 910-914. (EI)
[14] Yehu Shen, Lei Wei, Qiming Xu, Zhenyun Peng, Qicong Wang. A Simple Real-time Image Cloning Algorithm Based on Modified Mean-Value Coordinates. International Conference on Control, Automation and Information Sciences, 2015: 118-122. (EI)
[15] Qicong Wang, Yuxiang Wu, Yehu Shen, Yong Liu, Yunqi Lei. Supervised Sparse Manifold Regression for Head Pose Estimation in 3D Space. Signal Processing, 112, 2015: 34-42. (SCI, EI) ,引用:7
[16] Qicong Wang, Meixiang Zhang, Yunqi Lei, Yehu Shen. Image Compressed Sensing based on Multi-level Adaptive Learning Dictionaries. International Conference on Fuzzy Systems and Knowledge Discovery, 2014: 782-787. (EI)
[17] Yehu Shen, Zhenyun Peng, Yaohui Zhang. Image Based Hair Segmentation Algorithm for the Application of Automatic Facial Caricature Synthesis. The Scientific World Journal, 2014: 1-10. (SCI) ,引用:1
[18] Yehu Shen, Qicong Wang. Sky Region Detection in a Single Image for Autonomous Ground Robot Navigation. International Journal of Advanced Robotic Systems, 10(362), 2013: 1-13. (SCI, EI) ,引用:8
[19] Yehu Shen, Rui Mo, Lei Wei, Yi Zhu, Zhenyun Peng, Yaohui Zhang. Bottle Cap Scratches Detection with Computer Vision Techniques. International Conference on Natural Computation, 2013: 1289-1293. (EI)
[20] Peng Peng, Yehu Shen. Efficient Face Verification in Mobile Environment Using Component-based PCA. International Congress on Image and Signal Processing, 2013: 753-757. (EI)
[21] Yehu Shen, Peng Peng, Wei Gao. 3D Reconstruction from a Single Family Camera. International Conference on Advanced Computational Intelligence, 2012: 108-112. (EI)
[22] 高巍,沈晔湖,貊睿,魏磊,朱怡,彭振云. 超球流形约束下的3DMM分步全局优化,计算机辅助设计与图形学学报24(8)2012: 1065-1075. (EI)
[23] Lei Wei, Wei Gao, Yehu Shen, Yi Zhu, Rui Mo, Zhenyun Peng, Yaohui Zhang. A Novel Hierarchical Decomposition Model for Facial Caricature Synthesis. International Congress on Image and Signal Processing, 2012: 1355-1360. (EI)
[24] Lei Wei, Wei Gao, Yehu Shen, Yi Zhu, Rui Mo, Zhenyun Peng, Yaohui Zhang. Robust Facial Feature Localization with Probabilistic Constrained Local Models. International Congress on Image and Signal Processing, 2012: 590-594. (EI)
[25] Yehu Shen, Rui Mo, Yi Zhu, Lei Wei, Wei Gao, Zhenyun Peng. Over-exposure image correction with automatic texture synthesis. International Congress on Image and Signal Processing, 2011: 794-797. (EI)
[26] Yehu Shen. Efficient normalized cross correlation calculation method for stereo vision based robot navigation. Frontiers of Computer Science in China, 5(2), 2011: 227-235. (SCI, EI) ,引用:9
[27] 沈晔湖,貊睿,高巍,魏磊,朱怡,彭振云.用于个性化人脸动漫生成的自动头发提取方法,计算机辅助设计与图形学学报22(11)2010:1880-1886. (EI)
[28] Yehu Shen, Umit Ozguner, Keith Redmill, Jilin Liu. A robust video based traffic light detection algorithm for intelligent vehicles. IEEE Intelligent Vehicles Symposium, 2009: 521-526. (EI) ,引用:86
[29] Yehu Shen, Jilin Liu and Xin Du. Environment map building and localization for robot navigation based on image sequences. Journal of Zhejiang University: Science A, 9(4), 2008: 489-499. (SCI, EI) ,引用:2
[30] 沈晔湖,刘济林,杜歆.单目视觉的同时三维场景构建和定位算法,光学学报28(5)2008: 907-914. (EI)
[31] 沈晔湖,刘济林,胡静俊,刘岗.一种用于人脸识别的三维人脸模型重建方法,电路与系统学报12(6)2007: 27-32.
[32] Yehu Shen, Xin Du, Jilin Liu. Monocular vision based obstacle detection for robot navigation in unstructured environment. Lecture Notes in Computer Science, 4491, 2007: 714-722. (EI)
[33] 沈晔湖,刘济林.利用立体图对的三维人脸模型重建算法,计算机辅助设计与图形学学报18(12)2006:1904-1910. (EI)
[34] Yehu Shen, Xin Du, Yunfang Zhu, Jilin Liu. Obstacle detection in unstructured environment with a single camera and linear method. International Conference on Computational Intelligence and Security, 2006: 1624-1629. (EI)
[35] 杨文明,陈国斌,沈晔湖,刘济林.一种基于分水岭变换的图像分割方案,浙江大学学报(工学版)40(9)2006: 1503-1506. (EI)
[36] 胡静俊,陈国斌,刘济林沈晔湖.基于曲率和积分投影的人脸特征检测,江南大学学报5(6)2006: 631-634.
[37] 刘岗沈晔湖,胡静俊,刘济林.基于肤色及深度信息的人脸轮廓提取,江南大学学报5(5)2006: 513-517.
授权专利
[1] 沈晔湖,李茂贞,王其聪,蒋全胜,汪帮富. 单目视觉包装箱体积测量方法,专利号 201810756561.2. (2020年2月7日授权
[2] 沈晔湖. 三维人脸模型生成系统及方法,专利号 201410214265.1. (2017年5月3日授权
[3] 沈晔湖. 人脸动画合成方法,专利号 201410214160.6. (2017年3月15日授权
[4] 高巍, 沈晔湖, 朱怡, 魏磊, 貊睿, 彭振云. 一种用于拍照手机的高分辨率三维人脸扫描方法,专利号201110404815.2.(2014年3月12日授权
荣获的科研奖励:
[1] 2020年全国商业科技进步奖三等奖
[2] 2019年全国商业科技进步奖一等奖
[3] 2019年度江苏机械工业科技进步奖一等奖
四、代表性科研项目:
[1] 在线学习语义图模型室外动态环境的视觉SLAM方法研究,国家自然科学基金面上项目,51975394,2020.01~2023.12,60万(直接经费),主持在研
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