Dr. Gang YU (俞刚)

    Video Research Leader @ Megvii (Face++) Inc.    
 
    Phd from Nanyang Technological University, Supervised by Dr. Junsong Yuan
     Email: yugang AT megvii.com
                iskicy AT gmail.com
   Google Scholar,   CV


  


Research Interests:

Computer Vision, Machine Learning and Multimedia
mainly on object detection (face/human/vehicle/general), semantic segmentation, action detection and search


Research Projects:



Selected Publications (Full Publications):


BOOK:

Gang YuJunsong Yuan, Zicheng Liu
SpringerBriefs, Springer, 2014


Conference Papers:

Chao Peng, Xiangyu Zhang, Gang Yu, Guiming Luo, Jian Sun

Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network

Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

Gang Yu, Junsong Yuan

Fast Action Proposals for Human Action Detection and Search

Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015

Gang Yu, Zicheng Liu, Junsong Yuan [ Project ]

Discriminative Orderlet Mining For Real-time Recognition of Human-Object Interaction

Asian Conference on Computer Vision (ACCV) 2014

Gang YuJunsong Yuan

Scalable Forest Hashing for Fast Similarity Search

 International Conference on Multimedia and Expo (ICME) 2014

Gang YuJunsong Yuan, Zicheng Liu [ Project ]

Propagative Hough Voting for Human Activity Recognition [ Supplementary ]

Proc. European Conference on Computer Vision (ECCV) 2012


Yuning Jiang, Junsong Yuan, Gang Yu

Randomized Spatial Partition for Scene Recognition

Proc. European Conference on Computer Vision (ECCV) 2012


Gang YuJunsong Yuan,  Zicheng Liu [ Project ]

Predicting Human Activities using Spatio-Temporal Structure of Interest Points

ACM Multimedia Conference, 2012


Gang YuJunsong Yuan,  Zicheng Liu [ Project ]

Unsupervised Random Forest Indexing for Fast Action Search

Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011


Gang Yu, Junsong Yuan, Zicheng Liu [ Project ]

Real-time HumanAction Search using Random Forest based Hough Voting

ACM Multimedia Conference, 2011

  

Journal Papers:


Gang Yu, Junsong Yuan, Zicheng Liu 

Propagative Hough Voting for Human Activity Detection and Recognition

IEEE Trans. on Circuits and Systems for Video Technology, Vol.25, Issue 1, pp.87-98, 2014

Gang Yu, Junsong Yuan, Zicheng Liu Project ]

Action Search by Example using Randomized Visual Vocabularies

IEEE Trans. on Image Processing, Vol.22, Issue 1, pp. 377-390, 2013


Gang Yu, Norberto A., Junsong Yuan, Zicheng Liu 

Fast Action Detection via Discriminative Random Forest Voting and Top-K Subvolume Search

IEEE Trans. on Multimedia, Vol.13, Issue 3, pp. 507-517, 2011