个人简历

牟伦田，副教授、硕士生导师。中国科学院大学博士（导师：陈熙霖研究员、黄铁军教授），北京大学博士后（合作导师：高文院士），加州大学欧文分校（UCI）访问学者（合作导师：Ramesh Jain教授）。主要研究方向为人工智能、机器学习、多媒体计算、情感计算、自主健康、智能交通。主持或参与国基金重点/面上、国家重点研发计划等国家项目十余项。获授权国际专利3项（美、日、韩）、国家专利3项。长期从事多媒体技术标准化工作，担任数字音视频编解码技术标准工作组（AVS）系统组联合组长。以第一起草人获颁国家标准3项、国际标准2项。荣获“AVS十五周年个人突出贡献奖”、“IEEE标准制定突出贡献奖”。荣获北京工业大学“立德树人榜样”学生最喜爱的教师、“立德树人”优秀毕业班班主任标兵提名、北京市优秀本科毕业设计（论文）指导教师等荣誉。担任多个重要国际期刊和国际会议的审稿人。担任中国计算机学会多媒体专委委员；中国图象图形学学会多媒体专委委员、类脑视觉专委委员；中国人工智能学会艺术与人工智能专委委员；全国信息技术标准化技术委员会多媒体分委会委员；MPEG中国代表团专家；ACM、IEEE会员。作为创始主席，成功组织了三届IEEE人工智能与艺术创作国际研讨会（AIART 2019、2020、2021）。

研究领域

"""""主要研究方向为人工智能、机器学习、多媒体计算、情感计算、自主健康、智能交通。"

近期论文

Luntian Mou, Chao Zhou, Pengfei Zhao, Bahareh Nakisa, Mohammad Naim Rastgoo, Ramesh Jain, Wen Gao. Driver Stress Detection via Multimodal Fusion Using Attention-based CNN-LSTM, Expert System with Applications, 173(12):114693, 2021\r
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Luntian Mou, Haitao Xie, Shasha Mao, Pengfei Zhao, Yanyan Chen. Vision-Based Vehicle Behaviour Analysis: A Structured Learning Approach via Convolutional Neural Networks, IET Intelligent Transport Systems, 14(7), 792-801, 2020.\r
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Luntian Mou, Pengfei Zhao, Haitao Xie, Yanyan Chen. T-LSTM: A LongShort-Term Memory Neural Network Enhanced by Temporal Information for Traffic Flow Prediction , IEEE Access, 7: 98053-98060, 2019\r
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Luntian Mou, Haitao Xie, Shasha Mao, Yanyan Chen. Structured behaviour prediction of on-road vehicles via deep forest, Electronics Letters, 55(8): 452-454, 2019\r
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Luntian Mou, Tiejun Huang, Yonghong Tian, Menglin Jiang, Wen Gao. Content-Based Copy Detection through Multimodal Feature Representation and Temporal Pyramid Matching, ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMM), 10(1), 2013\r
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Luntian Mou, Tiejun Huang, Longshe Huo, Weiping Li, Wen Gao, Xilin Chen. A secure media streaming mechanism combining encryption, authentication, and transcoding, Signal Processing: Image Communication, 2009, 24(10):825-833.\r
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Luntian Mou, Jueying Li, Juehui Li, Feng Gao, Ramesh Jain, Baocai Yin. MemoMusic: A Personalized Music Recommendation Framework Based on Emotion and Memory, in Proceedings of MIPR 2021.\r
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Luntian Mou, Hao Liu, Hao Ji, Tiejun Huang, Wen Gao. Fine-granularity Ownership Identification of Multimedia Content Components: A Mechanism for Smart Media Streaming, IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), San Jose, USA, Mar., 2019.\r
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Pengtao Xie, Ruslan Salakhutdinov, Luntian Mou, Eric P. Xing. Deep Determinantal Point Process for Large-Scale Multi-label Classification, IEEE International Conference on Computer Vision (ICCV), 2017.\r
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Luntian Mou, Xilin Chen, Tiejun Huang, Wen Gao. Overview of IEEE 1857.3: Systems of Advanced Audio and Video Coding. IEEE International Conference on Multimedia and Expo (ICME), 2014.