Mengyuan Liu 刘梦源

Contact

nkliuyifang@gmail.com

Link

Google Scholar  GitHub

Research Interests

human action recognition, computer vision, deep learning


News

  • Our paper is accepted by IEEE ICIP 2020!
  • Our paper is accepted by IEEE/CVF CVPRW 2020!
  • Our paper is accepted by IEEE ICASSP 2020!
  • Our paper is accepted by IEEE ICIP 2019!
  • Our paper is accepted by IEEE TIP 2019!
  • Our paper is accepted by AAAI 2019!

Experience

  • 2008 - 2012, B.E. of Intelligence Science and Technology from Nankai University.
  • 2012 - 2017, Ph.D. from School of EE&CS of Peking University, under supervision of Prof. Hong Liu.
  • 2017 - 2018, Post-Doc in Nanyang Technological University, supervised by Prof. Junsong Yuan and Prof. Kai-Kuang Ma.
  • 2018 - 2020, Senior Researcher in Tencent.
  • 2020 - current, Associate Professor in Sun Yat-sen University .

Publications

Dummy Image Sample Fusion Network: An End-to-End Data Augmentation Network for Skeleton-based Human Action Recognition
Fanyang Meng, Hong Liu, Yongsheng Liang, Juanhui Tu, Mengyuan Liu
IEEE Transactions on Image Processing(TIP), 2019
[Paper] [Code] [BibTeX]
Dummy Image Joint Dynamic Pose Image and Space Time Reversal for Human Action Recognition from Videos
Mengyuan Liu, Fanyang Meng, Chen Chen, Songtao Wu
AAAI Conference on Artificial Intelligence (AAAI), 2019 (oral)
[Paper] [Video] [BibTeX]
Dummy Image Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition
Junwu Weng, Mengyuan Liu, Xudong Jiang, Junsong Yuan
Europen Conference on Computer Vision (ECCV), 2018
[Paper] [BibTeX]
Dummy Image Recognizing Human Actions as the Evolution of Pose Estimation Maps
Mengyuan Liu, Junsong Yuan
International Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[Paper] [Poster] [Code] [BibTeX]
Dummy Image 3D Action Recognition using Multi-Scale Energy-based Global Ternary Image
Mengyuan Liu, Hong Liu, Chen Chen
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2017
[Paper] [BibTeX]
Dummy Image Robust 3D Action Recognition through Sampling Local Appearances and Global Distributions
Mengyuan Liu, Hong Liu, Chen Chen
IEEE Transactions on Multimedia (T-MM), 2017
[Paper] [BibTeX]
Dummy Image Enhanced Skeleton Visualization for View Invariant Human Action Recognition
Mengyuan Liu, Hong Liu, Chen Chen
Pattern Recognition (PR), 2017
[Paper] [BibTeX]
Dummy Image Depth Context: A New Descriptor for Human Activity Recognition by using Sole Depth Sequences
Mengyuan Liu, Hong Liu
Neurocomputing, 2016
[Paper] [BibTeX]
Dummy Image 3D Action Recognition Using Multi-temporal Depth Motion Maps and Fisher Vector
Chen Chen*, Mengyuan Liu*, Baochang Zhang, Jungong Han, Junjun Jiang, and Hong Liu
International Joint Conference on Artificial Intelligence (IJCAI), 2016
[Paper] [BibTeX]