尚媛園

曾任首都師範大學信息工程學院副院長。 ^[2] 

計算機視覺、圖像處理、機器學習等。

主要研究領域為計算機視覺、圖像處理、嵌入式系統等。 ^[1] 

北京市長城學者、教育部霍英東青年教師獎獲得者、北京市優秀青年知識分子（北京市人民政府授予），入選北京市科技新星、北京市青年拔尖創新人才和首都師範大學青年燕京學者。主持國家自然基金、北京市自然基金、863子課題、北京市科技新星、北京市教委重點項目等11項，獲北京市科技進步二等獎、北京市科技進步三等獎、北京市教學成果二等獎各1項。在國際重要SCI期刊TPAMI、TIFS、TAC、IVC、PR、Neurocomputing以及頂級學術會議等發表論文90餘篇。 ^[1] 

獲北京市科技進步二等獎、北京市科技進步三等獎、北京市教學成果二等獎各1項。 ^[1] 

現任北京市人工智能學會副理事長、中國計算機學會視覺專委會委員、中國電子學會嵌入式專委會委員，擔任多個SCI期刊TCSVT/PR/Neurocomputing等審稿人。 ^[1] 

（1）國家自然科學基金項目，“基於多模態深度特徵學習的抑鬱症識別方法研究”，項目執行時間：2019-2022，負責人。

（2）國家自然科學基金項目，“最新sCMOS成像技術及其在太陽觀測中的適用性研究”，項目執行時間：2012-2014，負責人。

（3）北京市長城學者計劃項目，“基於人臉圖像的抑鬱症識別研究”，項目執行時間：2017-2020，負責人。

（4）國家自然科學基金項目，“幾種新型固體成像器件天文適用性的研究”，項目執行時間：2007-2009，負責人。

（5）北京市自然基金項目，“基於無控制條件下人臉圖像的血緣關係識別研究”，2014-2016，負責人。

（6）北京市科委科技新星計劃項目，“高性能成像系統的設計與研究”，項目執行時間：2009-2011，負責人。

（7）北京市教委重點項目“人臉圖像血緣關係識別研究及其在失散人員尋找中的應用”，2015-2017，負責人。

（8）基於人臉圖像的手機移動平台軟件應用開發，諾基亞研究院項目，2009-2011，負責人。

（9）基於計算機視覺的紗線和布料缺陷檢測研究,機械研究院項目，2017-2018，主要負責人。

（10）總裝備部武器裝備探索研究項目，“新型空間相機方案和關鍵技術研究-圖像探測與處理關鍵技術”子課題，項目執行時間：2005-2007，負責人。

（11）國防科工委項目，“空間太陽望遠鏡關鍵技術攻關項目”子課題高速CCD相機，項目執行時間：2005-2007，負責人。 ^[1] 

(1) Yuanyuan Shang, Yuchen Pan, Xiao Jiang, Zhuhong Shao, Guodong Guo, Tie Liu, Hui Ding. LQGDNet: a local quaternion and global deep network for facial depression recognition. IEEE Transactions on Affective Computing, 2021. (SCI)

(2) Xiuzhuang Zhou, Kai Jin, Yuanyuan Shang, Guodong Guo. Visually Interpretable Representation Learning for Depression Recognition from Facial Images. IEEE Transactions on Affective Computing, 2020.(SCI)

(3) Zihan Xu, Zhuhong Shao, Yuanyuan Shang, Bicao Li, Hui Ding, Tie Liu. Fusing structure and color features for cancelable face recognition. Multimedia Tools and Applications, 2021.(SCI)

(4) Xiaoni Sun, Zhuhong Shao, Yuanyuan Shang, Mingxian Liang, Fengjian Yang. Multiple-image encryption based on cascaded gyrator transforms and high-dimensional chaotic system. Multimedia Tools and Applications, 2021. (SCI)

(5) Min Jiang, Yuanyuan Shang, Guodong Guo. Computational approach to body mass index estimation from dressed people in 3D space，IET Image Processing，2020.（SCI）

(6) Qijun Yao, Zhuhong Shao, Yuanyuan Shang, Hui Ding, Xilin Liu, Rui Zeng, Qingbin Tong. Color image encryption based on discrete trinion Fourier transform and random-multiresolution singular value decomposition. Multimedia Tools and Applications, 2020.（SCI）

(7) Zhuhong Shao, Xilin Liu, Qijun Yao, Qi Na, Yuanyuan Shang, Jingjing Zhang. Multiple-image encryption based on chaotic phase mask and equal modulus decomposition in quaternion gyrator domain. Signal Processing-Image Communication, 2020.(SCI)

(8) Yu Zhu,Yuanyuan Shang,Zhuhong Shao,Guodong Guo. Automated Depression Diagnosis based on Deep Networks to Encode Facial Appearance and Dynamics. IEEE Transactions on Affective Computing, 2020.(SCI)

(9) Yuanyuan Shang, Ge Li, Xiuzhuang Zhou, and etc. Sky Detection by Effective Context Inference, Neurocomputing, 2016, 208: 238-248.(SCI)

(10) 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)

(11) Xiuzhuang Zhou, YuanyuanShang, and etc. Ensemble similarity learning for kinship verification from facial images in the wild. Information Fusion, 2016, 32: 40-48.(SCI)

(12) 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)

(13) 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)

(14) 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)

(15) 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)

(16) 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)

(17) Xiuzhuang Zhou, Lin Ma, Min Xu, Yuanyuan Shang. Hybrid Generative-Discriminative Learning for Online Tracking of Sperm Cell, Neurocomputing, 2016, 208: 218-224.(SCI)

(18) Xiuzhuang Zhou, Kai Jin, Qian Chen, Min Xu, Yuanyuan Shang. Multiple face tracking and recognition with identity-specific localized metric learning. Pattern Recognition. 2017(SCI)

(19) Min Xu，Yuanyuan Shang，Kinship Measurement on Face Images by Structured Similarity Fusion, IEEE Access,2016, 4: 10280-10287.(SCI)

(20) 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)

(21) Xiuzhuang Zhou, Haibin Yan, and Yuanyuan Shang. Kinship verification from facial images by scalable similarity learning. Neurocomputing, 2016, 197: 136-142.(SCI)

(22) 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)

(23) 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)

(24) 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)

(25) 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)

(26) 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)

(27) 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)

(28) Haibin Yan, Jinwen Lu, Xiuzhuang Zhou, Yuanyuan Shang, "Multi-feature multi-manifold learning for single-sample face recognition," Neurocomputing, 2014

(29) 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)

(30) Chunyu Zhang, Hui Ding, Yuanyuan Shang, Zhuhong Shao. Gender Classification Based on Multi-Scale Facial Fusion Feature, Mathematical Problems in Engineering, 2018

(31) 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)

(32) 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）

(33) 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類頂級會議）

(34) 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類頂級會議）

(35) 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類頂級會議）

(36) 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類頂級會議）

(37) 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. (國際頂級會議)

(38) 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. (國際頂級會議)

(39) 欒中，尚媛園等. 基於SLIC和SVR的單幅圖像去霧算法. 東南大學學報, 2018

(40) 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）

(41) 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）

(42) 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）

(43) 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）

(44) 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

(45) 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）

(46) 胡茵萌, 尚媛園, 付小雁, 丁輝. 大氣模型與亮度傳播圖相結合的低照度視頻增強算法[J]. 中國圖象圖形學報, 2016, 21(8): 1010-1019.

(47) 朱慶輝, 尚媛園, 邵珠宏, 尹曄. 局部特徵及視覺一致性的柱面全景拼接算法. 中國圖象圖形學報, 2016, 21(11):1523-1529.

(48) 盧從利，尚媛園等. 反正切色調分化模型的鉛筆畫繪製. 中國圖象圖形學報, 2015, 20(9): 1253-1261.

(49) 曾浩，尚媛園等. 基於暗原色先驗的圖像快速去霧. 中國圖象圖形學報, 2015, 20(7): 0914-0921

(50) 劉夢飛，付小雁，尚媛園，丁輝. 基於HSV顏色特徵和貢獻度重構的行人跟蹤. 激光與光電子學進展. 2017(54, 091004)

(51) 牛爽，尚媛園，丁輝，欒中.基於亮度傳播圖的低照度圖像增強算法，計算機應用與軟件，2016.6

(52) 方羣,尚媛園, 郭國棟，邵珠宏. 基於點雲模型的人體尺寸提取算法. 光學技術. 2017 Vol. 43 No. 6

(53) 尚媛園等. Characteristics evaluation of the High-speed CMOS Imaging Sensor, International Journal of Signal and Imaging Systems Engineering (EI源刊)

(54) 馬森,尚媛園等. Design of panoramic mosaic camera based on FPGA using optimal mosaic algorithm, Journal of Computers(EI:20113014188456)

(55) 尚媛園，關永等. The design of EUV CCD camera. Proceeding of High Energy, Optical, and Infrared Detectors for Astronomy. 2008. Vol7021 1O（EI: 20092512134001）

(56) 尚媛園，楊新華，徐達維，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）

(57) 尚媛園, 關永，趙曉旭等. 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)

(58) 尚媛園，徐達維等.一種基於自定義以太網幀的高速數據傳輸協議及在成像系統中的應用，2011計算機應用研究

(59) 尚媛園，楊新華等.基於SOPC技術的高速圖像採集控制系統的設計與研究，2011傳感器學報

(60) 尚媛園, 張偉功，關永等. 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)

(61) 尚媛園，牛惠卓，張偉功，楊新華等，Design and Implementation of the JPEG-LS Image Compression Algorithm,The 2th International Conference on Communication Systems, Networks and Applications.(EI)

(62) 尚媛園，關永，馬森等. 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)

(63) 馬森, 尚媛園等. Design of Panoramic Mosaic Camera Based on FPGA. Proceeding of International Conference on Information Engineering and Computer Science (EI)

(64) 馬森, 尚媛園等. Design of Teleconference Camera Based on SOPC. Proceeding of PACIIA 2009, Volume I, 480-483 (EI)

(65) 馬森, 尚媛園等. Research on Embedded Surveillance Platform in Severe Environment. Proceeding of IEEE 5th International Symposium on Embedded Computing. P47-51 (EI: 20090211848189)

(66) 侯雪峯,尚媛園等.Research on the real-time image edge detection algorithm based on FPGA，CSIE 2011（EI：20112914164452）

(67) 韓寶媛,尚媛園等. Modeling and Simulation of CMOS Imaging Sensor based on Simulink, CISP-BMEI 2011(EI)

(68) 楊新華,尚媛園等. The design of high-speed CMOS imaging system based on SOPC technology, 2010 International Symposium on Quantum, Nano and Micro Technologies（EI：20110213567071）

(69) 胡峻銘、尚媛園等，實時車牌定位模塊IP Core的研究與設計，光學技術，2013.9

(70) 王晨、尚媛園等，基於SSIM車牌識別算法研究，光學技術，2013年第39卷第6期

(71) 王少偉，尚媛園等，一種改進的RGB Hough 車牌校正定位算法，光學技術2014年第40卷第1期

(72) 孟悦，尚媛園等，Design of Real-time Haze Image Restoration System Based on FPGA Platform，Information Technology Journal， 2013.12 (EI，20142417805843) ^[1]