Sheng Guo
PhD Candidate
Multimedia Research Center
Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences
Office: 1068 Xueyuan Avenue, Shenzhen University Town, Shenzhen, P.R.China
Email : guosheng1001 [at] gamil.com

About Me (CV)

I am a PhD student in the Multimedia Research Center at Shenzhen Institute of Advanced Technology under the supervision of Prof. QIAO Yu and Prof. HUANG Weilin and I am fortunate to work closely with Dr. WANG Limin.

I got my M.S. degree in the Changsha University Of Science and Technology,supervised by Prof. Lanzhe Liu and Prof. Chuangxia Huang.

News

  • 2016-11-03: One TIP paper has been accepted.
  • 2016-10-05: We release the code and models for Places2 scene recognition challenge [ arXive ] [ Code ].
  • 2016-06-18: We are the winner for Scene Classification, on Large-scale Scene Understanding Challenge at CVPR 2016 . [Result] [Slide]
  • 2015-12-10: Our SIAT_MMLAB team got the 2nd place for Scene Image Classification at ILSVRC (ImageNet) 2015 . [Result]
  • 2015-10-15: One ICCV workshop paper has been accepted.
  • 2015-09-19: We are the 3rd winner for cultural event recognition, on ChaLearn Looking at People Challenge at ICCV 2015.
  • 2015-08-07: We release the Places205-VGGNet models [Link] .
  • 2015-06-05: We are the 2rd on scene classification, on Large-scale Scene Understanding at CVPR 2015 [Result].

Publications

Locally-Supervised Deep Hybrid Model for Scene Recognition
S. Guo, W. Huang, L. Wang, Y. Qiao
IEEE Transaction on image processing , (TIP),2016,(Accepted).
[ Paper ]
Knowledge Guided Disambiguation for Large-Scale Scene Classification with Multi-Resolution CNNs
L. Wang, S. Guo, W. Huang, Y. Xiong and Y. Qiao
ArXiv 1610.01119, 2016.
[ Paper ] [ Code ]
Places205-VGGNet Models for Scene Recognition
L. Wang, S. Guo, W. Huang, and Y. Qiao
ArXiv 1508.01667, 2015.
[ Paper ] [ Project Page ]
Obtain the state-of-the-art performance on the datasets of Places205, SUN397, and MIT67
Local Color Contrastive Descriptor for Image Classification
S. Guo, W. Huang, and Y. Qiao
ArXiv:1508.00307, 2015.
[ Paper ]
Submitted to IEEE Transactions on Multimedia.
Better Exploiting OS-CNNs for Better Event Recognition in Images
L. Wang, Z. Wang, S. Guo, and Y. Qiao
ChaLearn Looking at People (LAP) workshop, ICCV, 2015.
[ Paper ]
Obtain 84.7% mAP and rank 3rd on the track of cultural event recognition.
F-divergence based Local Contrastive Descriptor for Image Classification
S. Guo, W. Huang, C Xu and Y. Qiao
IEEE International Conference on Information Science and Technology , (ICIST) , 2014.
[ Paper ]

Early Publications

BOUNDEDNESS ON MORREY SPACE FOR TOEPLITZ TYPE OPERATOR ASSOCIATED TO SINGULAR INTEGRAL OPERATOR WITH VARIABLE CALDERON–ZYGMUND KERNEL
C. Huang, S. Guo, and L. Liu
Journal of Mathematical Inequalities, Volume 8, Number 3 (2014), 453–464.
[ Paper ]
M^K-TYPE ESTIMATES FOR MULTILINEAR COMMUTATOR OFSINGULAR INTEGRAL OPERATOR WITH GENERAL KERNEL
S. Guo, C. Huang and L. Liu
Acta Universitatis Apulensis, No. 33/2013, 131-143.
[ Paper ]
Boundedness for multilinear commutator of singular integral operator with weighted Lipschitz functions
S. Guo, C. Huang and L. Liu
Annals of the University of Craiova, 01/2013; 40(1), 84–94.
[ Paper ]
Continuity for Multilinear Commutator of Singular Integral Operator with General Kernel on Besov Spaces
S. Guo, C. Huang and L. Liu
Annals of West University of Timisoara - Mathematics 01/2013; 51(1), 47– 62.
[ Paper ]
Sharp function estimates and boundedness for Toeplitz type operators associated to general integral operator
S. Guo, C. Huang and L. Liu
Annals of the University of Craiova 01/2012; 39(1). 35–47.
[ Paper ]
Sharp Maximal Function Estimates and Boundedness for Commutator Related to Generalized Fractional Integral Operator
S. Guo, C. Huang and L. Liu
Analele Universităţii de Vest din Timişoara. Seria Matematică-Informatică 01/2012; 50(2). 97– 115.
[ Paper ]

Contests

Awards

  • IEEE ICIST Best Paper Award Finalists, 2014
  • National Scholarship for Master Students, 2013
  • Excellent Postgraduate, 2012/2013
  • Excellent Student Cadres, 2008/2009

Friends

  • Weilin Huang(Oxford) , Limin Wang(ETH), Zhang Bowen(Tongji University) , Wang Zhe(UCI), Yandong Wen (CMU),Tong He (WHU), Pan He (UFL) ,Kaipeng Zhang (NTU Taiwan)
  • Last Updated on 7th Nov, 2015

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