贲晛烨，山东大学教授，博导，国家级高层次青年人才，山东省泰山学者青年专家，山东大学杰出中青年学者， 研究方向为信号与信息处理、图像处理、模式识别、多媒体内容分析、情感计算、自然语言处理、人工智能、数据挖掘。IEEE Senior Member，中国电子学会高级会员， 中国电子学会信号处理分会委员， 中国电子学会青年科学家俱乐部理事，山东省人工智能学会常务理事等。担任《信号处理》编委、《中国图象图形学报》青年编委、《吉林大学学报（工学版）》青年编委，ICIGP 2022大会主席等。作为项目负责人，主持国家自然科学基金优秀青年科学基金项目、国家重点研发计划项目课题、山东省重大科技创新工程项目等20余项国家级和省部级项目。在IEEE T-PAMI、IEEE T-IP、IEEE T-CSVT、IEEE T-MM、PR 、CVPR等国内外核心期刊会议上发表学术论文100余篇，申请国家发明专利94项，授权64项，转让3项，成果在宁夏银川监狱、内蒙古呼和浩特第三监狱和江西省赣州监狱的个人谈话、心理矫治与智能审讯系统以及青岛两个社区的视频监控系统上成功应用，服务了社会治理，为平安中国的建设做出重要贡献。曾获 中国图象图形学学会石青云女科学家奖，市级巾帼建功标兵、市级巾帼科研之星、校“三八红旗手”等荣誉称号。

邮箱：benxianye@126.com，QQ:459575894.

招生要求：

每年招收硕士研究生3名、博士研究生1名， 全职博士后1~2名， 希望具有以下几方面的特点：

1. 喜欢做研究， 脚踏实地、勤奋用功、喜欢钻研；

2. 具有很好的数学基础；

3. 信息相关基础知识扎实；

4. 熟练用C/C++、Matlab、Python编程；

5. CET6级以上 。

课题组招收全职博士后1~2名/年，欢迎申请，山东大学博士后 详 细政策链接 。

NEW！！ Xianye Ben, Yi Ren, Junping Zhang, Su-Jing Wang*, Kidiyo Kpalma, Weixiao Meng, Yong-Jin Liu* . Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms . IEEE Transactions on Pattern Analysis and Machine Intelligence , DOI: 10.1109/TPAMI.2021.3067464 欢迎联系我申请微表情数据库MMEW

MMEW release agreement.pdf

(1) 王伟. User-Context Collaboration and Tensor Factorization for GNN-Based Social Recommendation .IEEE Transactions on Network Science and Engineering .2023 (6):3320

(2) 贲晛烨. Tackling Micro-Expression Data Shortage via Dataset Alignment and Active Learning .IEEE Transactions on Multimedia .2023 (25):5429

MERCoL: video-based facial micro-expression recognition via bimodal contrastive learning .International Journal of Computer Applications in Technology .2023 (4):311

(4) 戚亚平. SPSTT: Second-Order Propagation Spatial Temporal Transformer Network for Space-Time Video Super-Resolution .2023 (5) 谢裕睿. No-reference stereoscopic image quality assessment based on binocular visual saliency weighting .2023 (6) 贲晛烨. Decoupling facial motion features and identity features for micro-expression recognition .PEERJ COMPUTER SCIENCE .2022 (7) 贲晛烨. Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms .IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE .2022 (9):5826

(8) 贲晛烨. Decomposing identity and view for cross-view gait recognition .2022 (9) 贲晛烨. Enhanced Spatial-Temporal Salience for Cross-view Gait Recognition .IEEE Transactions on Circuits and Systems for Video Technology .2022 (10):6967

(10) 贲晛烨. Micro-expression Recognition based on Bimodal Contrastive Learning .2022 (11) 贲晛烨. Micro-expression Detection based on Action Units and Multi-region Feature Fusion .2022 (12) 贲晛烨. Tackling Micro-Expression Data Shortage via Dataset Alignment and Active Learning .IEEE transactions on multimedia .2022 (13) 李冰. Unsupervised cross-database micro-expression recognition based on distribution adaptation .MULTIMEDIA SYSTEMS .2022 (3):1099

(14) 周莹. A novel micro-expression detection algorithm based on BERT and 3DCNN .IMAGE AND VISION COMPUTING .2022 (15) 贾希彤. Macro-to-micro transformation model for micro-expression recognition .Journal of Computational Science .2018 (25):289

(16) 贲晛烨. 微表情自动识别综述 .计算机辅助设计与图形学学报》 .2014 (9):1385

(17) 贲晛烨. A Magnitude and Angle Combined Optical Flow Feature for Micro-Expression Spotting .IEEE MULTIMEDIA .2021 (2):29

(18) Ben Xianye. Coupled Bilinear Discriminant Projection for Cross-view Gait Recognition .IEEE Transactions on Circuits and Systems for Video Technology .2020 (3):734

(19) Ben Xianye. Coupled Patch Alignment for Matching Cross-View Gaits .IEEE Transactions on Image Processing .2019 (6):3142

(20) Ben Xianye. A general tensor representation framework for cross-view gait recognition .Pattern Recognition .2019 (21) Ben Xianye. Coupled Patch Alignment for Matching Cross-View Gaits .IEEE Transactions on Image Processing .2019 (6):3142

(22) Ben Xianye. A general tensor representation framework for cross-view gait recognition .Pattern Recognition .2019 (23) Ben Xianye. Coupled Bilinear Discriminant Projection for Cross-view Gait Recognition .IEEE Transactions on Circuits and Systems for Video Technology .2019 (24) Ben Xianye. Learning effective binary descriptors for micro-expression recognition transferred by macro-information .Pattern Recognition Letters .2018 (25) Ben Xianye. Macro-to-micro transformation model for micro-expression recognition .Journal of Computational Science .2018 (26) Ben Xianye. Macro-to-micro transformation model for micro-expression recognition .Journal of Computational Science .2018 (27) Ben Xianye. Coupled source domain targetized with updating tag vectors for micro-expression recognition .Multimedia Tools and Applications .2018 (3):3105

(28) Ben Xianye. Coupled source domain targetized with updating tag vectors for micro-expression recognition .Multimedia Tools and Applications .2018 (3):3105

(29) 姜威. 基于样本熵与小波包能量特征提取和Real AdaBoost算法分类识别的正常期、癫痫间歇与发作期脑电自动检测 .《生物医学工程学杂志》 .2016 (6):1031

(30) 姜威. 基于样本熵与小波包能量特征提取和Real AdaBoost算法分类识别的正常期、癫痫间歇与发作期脑电自动检测 .《生物医学工程学杂志》 .2016 (6):1031

(31) Ben Xianye. Gait recognition and micro-expression recognition based on maximum margin projection with tensor representation .Neural Computing and Applications .2016 (8):2629

(32) Ben Xianye. On the distance metric learning between cross-domain gaits .Neurocomputing .2016 (33) Ben Xianye. On the distance metric learning between cross-domain gaits .Neurocomputing .2016 (34) Ben Xianye. An adaptive neural networks formulation for the two-dimensional principal component analysis .Neural Computing and Applications .2016 (5):1245

(35) Ben Xianye. An adaptive neural networks formulation for the two-dimensional principal component analysis .Neural Computing and Applications .2016 (5):1245

(36) Ben Xianye. Micro-expression recognition system .Optik - International Journal for Light and Electron Optics .2016 :1395

(37) Ben Xianye. Micro-expression recognition system .Optik - International Journal for Light and Electron Optics .2016 :1395

(38) Ben Xianye. Micro-expression recognition system .Optik - International Journal for Light and Electron Optics .2016 :1395

(39) Ben Xianye. Coupled marginal discriminant mappings for low-resolution face recognition .Optik - International Journal for Light and Electron Optics .2015 :4352

(40) Mingyan Jiang. Group Collaborative Representation with L2 NormRegularization in Finger-knuckle-print Recognition .《Journal of Computational Information Systems》 .2015 (41) Mingyan Jiang. Group Collaborative Representation with L2 NormRegularization in Finger-knuckle-print Recognition .《Journal of Computational Information Systems》 .2015 (42) Mingyan Jiang. Modular Two-dimensional Principal Component Regression for Robust Face Recognition .Journal of Fiber Bioengineering and Informatics .2015 (43) Mingyan Jiang. Modular Two-dimensional Principal Component Regression for Robust Face Recognition .Journal of Fiber Bioengineering and Informatics .2015 (44) Ben Xianye. Orthogonal multilinear discriminant analysis and its subblock tensor analysis version .Optik- International Journal for Light and Electron Optics .2015 (3):361

(45) Ben Xianye. 基于Gabor-BLPOC的指关节纹识别算法 .东南大学学报(自然科学版) .2014 (6):1121

(46) Ben Xianye. 基于Gabor-BLPOC的指关节纹识别算法 .东南大学学报(自然科学版) .2014 (6):1121

(47) Ben Xianye. 微表情自动识别综述 .计算机辅助设计与图形学学报 .2014 (9):1385

(48) Ben Xianye. 微表情自动识别综述 .计算机辅助设计与图形学学报》 .2014 (9):1385

(49) Yang Mingqiang. Divided Local Binary Pattern (DLBP) Features Description Method For Facial Expression Recognition .Journal of Information & Computational Science .2014 (7):2425

(50) Yang Mingqiang. Divided Local Binary Pattern (DLBP) Features Description Method For Facial Expression Recognition .Journal of Information & Computational Science .2014 (7):2425

(51) Yang Mingqiang. Divided Local Binary Pattern (DLBP) Features Description Method For Facial Expression Recognition .Journal of Information & Computational Science .2014 (7):2425

(52) Ben Xianye. 基于差分切片能量图和Gabor 变换的微表情识别算法 .《中国科技论文在线》 .2013 (54) Ben Xianye. Kernel coupled distance metric learning for gait recognition and face recognition .Neurocomputing .2013 (55) Ben Xianye. Kernel coupled distance metric learning for gait recognition and face recognition .Neurocomputing .2013 (56) Ben Xianye. Agent–based Approach for Crowded Pedestrian Evacuation Simulation .IET Intelligent Transport Systems .2013 (57) Ben Xianye. Agent–based Approach for Crowded Pedestrian Evacuation Simulation .IET Intelligent Transport Systems .2013 (58) Ben Xianye. An improved biometrics technique based on metric learning approach .Neurocomputing .2012 (59) Ben Xianye. Two linear subpattern dimensionality reduction algorithms .Journal of Harbin Institute of Technology (New Series) .2012 (60) Ben Xianye. Performance analysis of matrix gait recognition under linear interpolation framework. .2012 Sino-foreign-interchange Workshop on Intelligence Science and Intelligent Data Engineering .2012 (61) Ben Xianye. Two linear subpattern dimensionality reduction algorithms .Journal of Harbin Institute of Technology (New Series) .2012 (62) Ben Xianye. Gait feature coupling for low-resolution face recognition .《ELECTRONICS LETTERS》 .2012 (63) Ben Xianye. Gait feature coupling for low-resolution face recognition .《ELECTRONICS LETTERS》 .2012 (64) Ben Xianye. Dual-ellipse fitting approach for robust gait periodicity detection .Neurocomputing .2012 (65) Ben Xianye. Dual-ellipse fitting approach for robust gait periodicity detection .Neurocomputing .2012 主页：http://www.dpailab.com/index.html
实验室的研究侧重于新的数据表达和智能处理技术的理论和应用，主要领域包括模式识别、深度学习、信息论、大数据等，并应用于视频监控、步态识别、微表情识别、自然语言...