牟伦田 - 北京工业大学 - 北京人工智能研究院

个人简介

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

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

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 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. 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 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 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 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. 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. 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. 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. 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.