专任教师

您目前的位置: 首页» 师资队伍» 专任教师» 教授

尚媛园

 

基本信息

       尚媛园,教授,博士生导师,首都师范大学研究生院副院长。主要研究领域为图像处理、计算机视觉、嵌入式系统等。北京市长城学者、教育部霍英东青年教师奖获得者、北京市优秀青年知识分子(北京市人民政府授予),入选北京市科技新星、北京市青年拔尖创新人才和首都师范大学第一批青年燕京学者。主持国家自然基金、北京市自然基金、863子课题、北京市科技新星、北京市教委重点项目等11项,获北京市科技进步二等奖、北京市科技进步三等奖、北京市教学成果二等奖各1项。在国际重要SCI期刊TPAMI、TIFS、TAC、IVC、PR、Neurocomputing以及顶级学术会议等发表论文100余篇。现任北京市人工智能学会副理事长、中国计算机学会视觉专委会委员、中国电子学会嵌入式专委会委员,担任多个SCI期刊TCSVT/PR/Neurocomputing等审稿人。

研究兴趣

       图像处理、计算机视觉、嵌入式系统等。

主持的部分科研项目

(1)国家自然科学基金项目,“基于多模态深度特征学习的抑郁症识别方法研究”,项目执行时间:2019-2022,负责人。
(2)国家自然科学基金项目,“最新sCMOS成像技术及其在太阳观测中的适用性研究”,项目执行时间:2012-2014,负责人。
(3)北京市长城学者计划项目,“基于人脸图像的抑郁症识别研究”,项目执行时间:2017-2020,负责人。
(4)国家自然科学基金项目,“几种新型固体成像器件天文适用性的研究”,项目执行时间:2007-2009,负责人。
(5)北京市自然基金项目,“基于无控制条件下人脸图像的血缘关系识别研究”,2014-2016,负责人。
(6)北京市科委科技新星计划项目,“高性能成像系统的设计与研究”,项目执行时间:2009-2011,负责人。
(7)北京市教委重点项目“人脸图像血缘关系识别研究及其在失散人员寻找中的应用”,2015-2017,负责人。
(8)基于人脸图像的手机移动平台软件应用开发,诺基亚研究院项目,2009-2011,负责人。
(9)基于计算机视觉的纱线和布料缺陷检测研究,机械研究院项目,2017-2018,主要负责人。
(10)总装备部武器装备探索研究项目,“新型空间相机方案和关键技术研究-图像探测与处理关键技术”子课题,项目执行时间:2005-2007,负责人。
(11)国防科工委项目,“空间太阳望远镜关键技术攻关项目”子课题高速CCD相机,项目执行时间:2005-2007,负责人。

发表的部分学术论文

(1) Yuanyuan Shang, Ge Li, Xiuzhuang Zhou, and etc. Sky Detection by Effective Context Inference, Neurocomputing, 2016, 208: 238-248.(SCI)
(2) Jiwen Lu, Xiuzhuang Zhou, Yap-Peng Tan, Yuanyuan Shang, Jie Zhou. Neighborhood repulsed metric learning for kinship verification. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 2013. (SCI)
(3) Jiwen Lu, Xiuzhuang Zhou, Yap-Peng Tan, Yuanyuan Shang, Jie Zhou. Cost-sensitive semi-supervised discriminant analysis for face recognition. IEEE Transactions on Information Forensics and Security. vol.7, no.3, pp.944-953, 2012. (SCI)
(4) Xiuzhuang Zhou, YuanyuanShang, and etc. Ensemble similarity learning for kinship verification from facial images in the wild. Information Fusion, 2016, 32: 40-48.(SCI)
(5) Zhuhong Shao, Yuanyuan Shang, Xiaoyan Fu, Huazhong Shu, Huimei Yuan. Double-image cryptosystem using chaotic map and mixture amplitude-phase retrieval in gyrator domain, Multimedia Tools and Applications, 2017, doi:10.1007/s11042-016-4279-0(SCI)
(6) Zhuhong Shao, Yuanyuan Shang, Yu Zhang, Xilin Liu, Guodong Guo, Robust watermarking using orthogonal Fourier-Mellin moments and chaotic map for double images, Signal Processing, 2016, 120: 522-531.(SCI)
(7) Xiuzhuang Zhou, Qirun Huo, Yuanyuan Shang, Min Xu, and Hui Ding. Learning spatially regularized similarity for robust visual tracking. Image and Vision Computing, 2017, 60: 134-141.(SCI)
(8) Tie Liu , Haibin Duan , Yuanyuan Shang, Zejian Yuan, Nanning Zheng. Automatic salient object sequence rebuilding for video segment analysis. Science China Information Sciences , 2018 , 61 (1) :012205(SCI)
(9) Xiuzhuang Zhou, Lin Ma, Min Xu, Yuanyuan Shang. Hybrid Generative-Discriminative Learning for Online Tracking of Sperm Cell, Neurocomputing, 2016, 208: 218-224.(SCI)
(10) Xiuzhuang Zhou, Kai Jin, Qian Chen, Min Xu, Yuanyuan Shang. Multiple face tracking and recognition with identity-speci?c localized metric learning. Pattern Recognition. 2017(SCI)
(11) Min Xu,Yuanyuan Shang,Kinship Measurement on Face Images by Structured Similarity Fusion, IEEE Access,2016, 4: 10280-10287.(SCI)
(12) Min Xu,Xiuzhuang Zhou,Qirun Huo, and Hui Liu, Efficient Stochastic Approximation Monte Carlo Sampling for Heterogeneous Redundancy Allocation Problem, IEEE Access,2016,4: 7383-7390.(SCI)
(13) Xiuzhuang Zhou, Haibin Yan, and Yuanyuan Shang. Kinship verification from facial images by scalable similarity learning. Neurocomputing, 2016, 197: 136-142.(SCI)
(14) Zhong Luan, Yuanyuan Shang, Xiuzhuang Zhou, Zhuhong Shao, Guodong Guo, Xiaoming Liu. Fast single image dehazing based on a regression model. Neurocomputing, 2017, 245: 10–22.(SCI)
(15) Yu Zhu,Yuanyuan Shang,and etc. Automated Depression Diagnosis based on Deep Networks to Encode Facial Appearance and Dynamics. IEEE Transactions on Affective Computing, 2017. DOI: 10.1109/TAFFC.2017.2650899.(SCI)
(16) Xiuzhuang Zhou, Kai Jin, Yuanyuan Shang, Guodong Guo.  Visually Interpretable Representation Learning for Depression Recognition from Facial Images. IEEE Transactions on Affective Computing, 2018. (SCI)
(17) Zhuhong Shao, YuanyuanShang, RuiZeng, HuazhongShu, GouenouCoatrieux, Robust watermarking scheme for color image based on quaternion-type moment invariants and visual cryptography, Signal Processing-Image Communication, 2016, 48: 12-21.(SCI)
(18) Xu Min, Yuanyuan Shang, and etc. Kinship Verification Using Facial Images by Robust Similarity Learning, Mathematical Problems in Engineering, 2016, 2016:1-8, DOI:10.1155/2016/4072323) .(SCI)
(19) Yuanyuan Shang, Yong Guan, and etc. Design and evaluation of a high-performance CCD camera for astronomical imaging. IOP Journal: Measurement Science and Technology (UK).2009.Vol 20(No.10). 104002 .(SCI)
(20) Yuanyuan Shang, Yong Guan, and etc. A high dynamic range complementary metal oxide semiconductor camera using multi-slope response and an image reconstruction algorithm. IOP Journal: Measurement Science and Technology (UK).2009.Vol 20(No.10). 104005.(SCI)
(21) Haibin Yan, Jinwen Lu, Xiuzhuang Zhou, Yuanyuan Shang, "Multi-feature multi-manifold learning for single-sample face recognition," Neurocomputing, 2014
(22) Lu Kou, Xiuzhuang Zhou, Min Xu, and Yuanyuan Shang. Learning a Genetic Measure for Kinship Verification Using Facial Images, Mathematical Problems in Engineering, volume 2015, Article ID 472473, 2015. (SCI)
(23) Chunyu Zhang, Hui Ding, Yuanyuan Shang, Zhuhong Shao. Gender Classification Based on Multi-Scale Facial Fusion Feature, Mathematical Problems in Engineering, 2018
(24) Fu Xiaoyan, Shang Yuanyuan, and etc. An Improved Diagonal IMM Algorithm for Maneuvering Target Tracking Based on H_/infty Filter,,IET Control Theory and Applications, 2015(SCI)
(25) Xiuzhuang Zhou, Yuanyuan Shang, and etc, Polygonal Approximation of Digital Planar Curves via Hybrid Monte Carlo Optimization. IEEE Signal Processing Letters. 2013,20(2): 125-128.(SCI)
(26) Xiuzhuang Zhou, Jiwen Lu, Yuanyuan Shang, and etc, Gabor-based gradient orientation pyramid for kinship verification under uncontrolled environments, Source: MM'12- Proceedings of the 2012 ACM International Conference on Multimedia, ACM Multimedia. 2012,1061-1064(A类顶级会议)
(27) Xiuzhuang Zhou, Junlin Hu, Jiwen Lu, Yuanyuan Shang, and etc. Kinship verification from facial images under uncontrolled condition. ACM Multimedia (ACM MM), pp.953-956, 2011. (A类顶级会议)
(28) Jiwen Lu, Junlin Hu, Xiuzhuang Zhou, Yuanyuan Shang, Yap-Peng Tan, Gang Wang. Neighborhood repulsed metric learning for kinship verification. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp.2594-2601, 2012. (A类顶级会议)
(29) Jiwen Lu, Junlin Hu, Xiuzhuang Zhou, Yuanyuan Shang. Activity-based person identification using sparse coding and discriminative metric learning. ACM Multimedia (ACM MM), pp. 1061-1064, 2012. (A类顶级会议)
(30) Xiuzhuang Zhou, Lu Kou, Hui Ding, Xiaoyan Fu, and Yuanyuan Shang. Similarity learning for template-based visual tracking, IEEE Conference on Multimedia and Expo (ICME), 2014. (国际顶级会议)
(31) Jiwen Lu, Junlin Hu, Xiuzhuang Zhou, Jie Zhou, Modesto Castrillón-Santana, Javier Lorenzo-Navarro, Lu Kou, Yuanyuan Shang, Andrea Bottino, Tiago Vieira. Kinship Verification in the Wild: The first kinship verification competition, International Joint Conference on Biometrics (IJCB), 2014. (国际顶级会议)
(32) 栾中,尚媛园等. 基于SLIC和SVR的单幅图像去雾算法. 东南大学学报, 2018
(33) Tan Zhao, Hui Ding, Yuanyuan Shang, Xiuzhuang Zhou. Low-light Image Enhancement Based on Constrained Norm Estimation.Chinese Conference on Computer Vision 2017, Tianjin, China. (CCCV 2017)
(34) Yunfei Wang, Hui Ding, Yuanyuan Shang, Zhuhong Shao, Xiaoyan Fu. An Improved Anchored Neighborhood Regression Enhancement for Face Recognition, Journal of shanghai Jiaotong University (Science),2017(EI)
(35) Kang Yajun, Jiang Xiao, Yin Ye, Shang Yuanyuan, Zhou Xiuzhuang. Deep Transformation Learning for Depression Diagnosis from Facial Images. In: 2017 Chinese Conference on Biometric Recognition, 2017.10.27, Shen Zhen(EI)
(36) Xiaoyan Fu, Yuanyuan Shang, A Reduced-Complexity Interacting Multiple Model Algorithm for Location Tracking in Heterogeneous Observation. Journal of Robotics, Networking and Artificial Life, Vol. 2, No. 3 (December 2015), 173-176(EI)
(37) Yinmeng Hu, Yuanyuan Shang, Xiaoyan Fu. A low illumination video enhancement algorithm based on the atmospheric physical model. International conference on image and signal processing, 2016
(38) Xiaoyu Sun, Xiaoyan Fu, Zhuhong Shao, Yuanyuan Shang, Hui Ding. Local Zernike Moment and Multiscale Patch-Based LPQ for Face Recognition. Proceedings of 2016 Chinese Intelligent Systems Conference, 405: 19-27(EI)
(39) 胡茵萌, 尚媛园, 付小雁, 丁辉. 大气模型与亮度传播图相结合的低照度视频增强算法[J]. 中国图象图形学报, 2016, 21(8): 1010-1019.
(40) 朱庆辉, 尚媛园, 邵珠宏, 尹晔. 局部特征及视觉一致性的柱面全景拼接算法. 中国图象图形学报, 2016, 21(11):1523-1529.
(41) 卢从利,尚媛园等. 反正切色调分化模型的铅笔画绘制. 中国图象图形学报, 2015, 20(9): 1253-1261.
(42) 曾浩,尚媛园等. 基于暗原色先验的图像快速去雾. 中国图象图形学报, 2015, 20(7): 0914-0921
(43) 刘梦飞,付小雁,尚媛园,丁辉. 基于HSV颜色特征和贡献度重构的行人跟踪. 激光与光电子学进展. 2017(54, 091004)
(44) 牛爽,尚媛园,丁辉,栾中.基于亮度传播图的低照度图像增强算法,计算机应用与软件,2016.6
(45) 方群,尚媛园, 郭国栋,邵珠宏. 基于点云模型的人体尺寸提取算法. 光学技术. 2017 Vol. 43 No. 6
(46) 尚媛园等. Characteristics evaluation of the High-speed CMOS Imaging Sensor, International Journal of Signal and Imaging Systems Engineering (EI源刊)
(47) 马森,尚媛园等. Design of panoramic mosaic camera based on FPGA using optimal mosaic algorithm, Journal of Computers(EI:20113014188456)
(48) 尚媛园,关永等. The design of EUV CCD camera. Proceeding of High Energy, Optical, and Infrared Detectors for Astronomy. 2008. Vol7021 1O(EI: 20092512134001)
(49) 尚媛园,杨新华,徐达维,牛惠卓等. IP Core Design for Image Sensor Driver based on Avalon Bus. The 5th IEEE Conference on Industrial Electronics and Applications. 2010. Taiwan(EI)
(50) 尚媛园, 关永,赵晓旭等. Design and Characteristics Measurement of a High-speed CMOS Imaging System, the proceeding of 2009 IEEE imaging system and technique.2009.5. p:127-131 (EI: 20094212373622)
(51) 尚媛园,徐达维等.一种基于自定义以太网帧的高速数据传输协议及在成像系统中的应用,2011计算机应用研究
(52) 尚媛园,杨新华等.基于SOPC技术的高速图像采集控制系统的设计与研究,2011传感器学报
(53) 尚媛园, 张伟功,关永等. Research on a Method to Extend Dynamic Range of CMOS APS. Proceeding of IEEE Workshop on Imaging System and Technique. 2008:212-216 (EI:20090111830787)
(54) 尚媛园,牛惠卓,张伟功,杨新华等,Design and Implementation of the JPEG-LS Image Compression Algorithm,The 2th International Conference on Communication Systems, Networks and Applications.(EI)
(55) 尚媛园,关永,马森等. The Design of 2K×2K High Performance CCD Camera for Astronomical Imaging. Proceeding of 2008 IEEE Workshop on Imaging System and Technique: 127-132 (EI:20090111822149)
(56) 尚媛园, 马森等. 基于SOPC的视场拼接系统设计与实现. 无线电工程, 2010.7
(57) 马森, 尚媛园等. Design of Panoramic Mosaic Camera Based on FPGA. Proceeding of International Conference on Information Engineering and Computer Science (EI)
(58) 马森, 尚媛园等. Design of Teleconference Camera Based on SOPC. Proceeding of PACIIA 2009, Volume I, 480-483 (EI)
(59) 马森, 尚媛园等. Research on Embedded Surveillance Platform in Severe Environment. Proceeding of IEEE 5th International Symposium on Embedded Computing. P47-51 (EI: 20090211848189)
(60) 侯雪峰,尚媛园等.Research on the real-time image edge detection algorithm based on FPGA,CSIE 2011(EI:20112914164452)
(61) 韩宝媛,尚媛园等. Modeling and Simulation of CMOS Imaging Sensor based on Simulink, CISP-BMEI 2011(EI检索)
(62) 杨新华,尚媛园等. The design of high-speed CMOS imaging system based on SOPC technology, 2010 International Symposium on Quantum, Nano and Micro Technologies(EI:20110213567071)
(63) 胡峻铭、尚媛园等,实时车牌定位模块IP Core的研究与设计,光学技术,2013.9
(64) 王晨、尚媛园等,基于SSIM车牌识别算法研究,光学技术,2013年第39卷第6期
(65) 王少伟,尚媛园等,一种改进的RGB Hough 车牌校正定位算法,光学技术2014年第40卷第1期
(66) 孟悦,尚媛园等,Design of Real-time Haze Image Restoration System Based on FPGA Platform,Information Technology Journal, 2013.12 (EI源刊,20142417805843)

编著书籍

朱虹,尚媛园,张伟功. 数字逻辑[M]. 电子工业出版社. ISBN:978-7-121-23274-9.

联系方式

尚媛园
首都师范大学,信息工程学院
北京市海淀区西三环北路56号,100048 
邮箱:syy@bao.ac.cn5528@cnu.edu.cn