Xiaojie Guo 郭晓杰    



I am now an Associate Professor with
State Key Laboratory Of Information Security,
Institute of Information Engineering,
Chinese Academy of Sciences.
Email:   xj.max.guo@gmail.com

Seeking passionate and innovative students/interns
to work with me on CV/PR/ML.
Please send your resume to me if you are interested.

[Awards][Academic Activities] [Publications]

Awards

Excellent Researcher Award, 2015, Institute of Information Engineering, Chinese Academy of Sciences.

SKLOIS Best Paper Award, 2014, SKLOIS, Institute of Information Engineering, Chinese Academy of Sciences.

Excellent Young Talent, 2014, Institute of Information Engineering, Chinese Academy of Sciences.

Ph.D. National Scholarship, 2012-2013, China.

Piero Zamperoni Best Student Paper Award, 2010, International Association of Pattern Recognition (IAPR).

National Scholarship, 2007, China.

Academic Activities

Reviewer of

IEEE Transactions on Image Processing (IEEE), IEEE Transactions on Multimedia (IEEE), IEEE Transactions on Geoscience and Remote Sensing (IEEE), IEEE Signal Processing Letters (IEEE), IEEE Intelligent Systems (IEEE),

Pattern Recognition (Elsevier), Neurocomputing (Elsevier), Image and Vision Computing (Elsevier), Computer Vision and Image Understanding (Elsevier), Pattern Recognition Letters (Elsevier)

Journal of the Optical Society of America A, Journal of Cyber Security

Handbook of Pattern Recogintion: Methods and Applications (iConcept Press).

ICCV 2015 Workshop on Robust Subspace Learning and Computer Vision, NIPS 2016


Publications

Preprints

"Exclusivity Regularized Machine" [arXiv] [Code]
Xiaojie Guo, 2016.

"DAAL: Deep Activation-based Attribute Learning for Action Recognition in Depth Videos"
Chenyang Zhang, Yingli Tian, Xiaojie Guo and Jingen Liu
submitted to International Journal of Computer Vision (Second Round), 2016.

"Single Image Rain Streak Separation Using Layer Priors"
Yu Li, Robby T. Tan, Xiaojie Guo,Jiangbo Lu and Michael S. Brown
submitted to IEEE Trans. on Image Processing, 2016.

"Intact Space Guided Multi-view Clustering" [Code]
Xiaobo Wang, Xiaojie Guo, Shengcai Liao, Changqing Zhang, Zhen Lei and Stan Z. Li
submitted to IEEE Trans. on Image Processing, 2016.

"Output Feature Augmented Lasso for Multiple Output Prediction"
Changqing Zhang, Yahong Han, Xiaojie Guo, Jianjun Lei, Qinghua Hu and Xiaochun Cao
submitted to Machine Learning, 2016.

"Augmented Image Retrieval Using High-order Structured Object Queries"
Xingxing Wei, Xiaochun Cao, Xiaojie Guo, Yahong Han and Jinhui Tang
submitted to IEEE Trans. on Multimedia, 2015.

Conferences

"LIME: A Method for Low-light IMage Enhancement" [Project]
Xiaojie Guo
Accepted in ACM MM 2016

"Rain Streak Removal Using Layer Priors"
Yu Li, Robby T. Tan, Xiaojie Guo,Jiangbo Lu and Michael S. Brown
Accepted in CVPR 2016

"Robust Face Image Alignment Using Structural Priors"
Xiaojie Guo and Dongdai Lin
Accepted in ICME 2016 as ORAL & TOP 15%

"Visual Data Deblocking Using Structural Layer Priors"
Siyuan Li, Jiawan Zhang and Xiaojie Guo* (*Corresponding Author)
Accepted in ICME 2016 as ORAL & TOP 15%

"Adaptively Unified Semi-Supervised Dictionary Learning with Active Points"   [PDF]
Xiaobo Wang, Xiaojie Guo* and Stan Z. Li (*Corresponding Author)
Accepted in ICCV 2015

"Robust Subspace Segmentation by Simultaneously Learning Data Representations and Their Affinity Matrix"   [PDF][Code]
Xiaojie Guo
Accepted in IJCAI 2015 as 20min.Talk

"Online Robust Low Rank Matrix Recovery"   [PDF]
Xiaojie Guo
Accepted in IJCAI 2015 as 10min.Talk

"Generalized Tensor Total Variation Minimization for Visual Data Recovery"   [Extended Abstract][PDF]
Xiaojie Guo and Yi Ma
Accepted in CVPR, 2015

"Output Feature Augmented Lasso"   [PDF]
Changqing Zhang, Yahong Han, Xiaojie Guo and Xiaochun Cao
Accepted in ICDM as ORAL paper, 2014

"Augmented Image Retrieval Using Multi-order Object Layout with Attributes"   [PDF]
Xiaochun Cao, Xingxing Wei, Xiaojie Guo, Yahong Han and Jinhui Tang
Accepted in ACM MM, 2014

"Beautifying Fisheye Images Using Orientation and Shape Cues"   [PDF]
Xiaobo Wang, Xiaochun Cao, Xiaojie Guo and Zhanjie Song
Accepted in ACM MM, 2014

"Robust Foreground Detection Using Smoothness and Arbitrariness Constraints"   [PDF][Code]
Xiaojie Guo, Xinggang Wang, Liang Yang, Xiaochun Cao and Yi Ma
Accepted in ECCV, 2014

"Image Retrieval and Ranking via Consistently Reconstructing Multi-Attribute Queries"   [PDF]
Xiaochun Cao, Hua Zhang, Xiaojie Guo, Si Liu and Xiaowu Chen
Accepted in ECCV, 2014

"Image Retrieval Using Categories, Attributes and Locations"   [PDF]
Xingxing Wei, Xiaojie Guo and Yahong Han
Accepted in Workshop on Parts and attributes in conjunction with ECCV, 2014

"Robust Separation of Reflection from Multiple Images"   [PDF][Code (4 examples 93 M)][Code (1 example 11 M)]
Xiaojie Guo, Xiaochun Cao and Yi Ma
Accepted in CVPR as ORAL, 2014 (SKLOIS Best Paper)

"Speeding Up Low Rank Matrix Recovery for Foreground Separation in Surveillance Videos"   [PDF]
Xiaojie Guo and Xiaochun Cao
Accepted in ICME, 2014

"SYM-FISH: A Symmetry-aware Flip Invariant Sketch Histogram Shape Descriptor"   [PDF]
Xiaochun Cao, Hua Zhang, Si Liu, Xiaojie Guo and Liang Lin
Accepted in ICCV, 2013

"Motion Matters: A Novel Framework for Compressing Surveillance Videos"   [PDF]
Xiaojie Guo, Siyuan Li and Xiaochun Cao
Accepted in ACM Multimedia (ACM MM), 2013

"Video Editing with Temporal, Spatial and Appearance Consistency"   [PDF][Poster]
Xiaojie Guo, Xiaochun Cao, Xiaowu Chen and Yi Ma
Accepted in IEEE Conf. on Computer Vison and Pattern Recognition (CVPR) 2013

"Horizon Matters: Image Re-targeting Using Horizon Cues"   [PDF]
Xiaochun Cao, Feng Jiang, Siyuan Li and Xiaojie Guo
Accepted in IEEE Int'l Conf. on Multimedia Expo (ICME) 2013

"Motion Saliency Detection Using Low-rank and Sparse Decomposition"   [PDF][Code and More Results]
Yawen Xue*, Xiaojie Guo* and Xiaochun Cao
(* These authors contributed equally to this work.)
Accepted in IEEE Int'l Conf. on Acoustics, Speech, and Signal Processing (ICASSP) 2012

"Triangle-Constraint for Finding More Good Features"  [PDF] [Code][Presentation]
Xiaojie Guo and Xiaochun Cao
Piero Zamperoni Best Student Paper Award
Accepted as ORAL in Int'l Conf. on Pattern Recognition 2010

"FIND: A Neat Flip Invariant Descriptor"  [PDF]
Xiaojie Guo and Xiaochun Cao,
Accepted as Poster in Int'l Conf. on Pattern Recognition 2010

"Water Reflection Detection Using A Flip Invariant Shape Detector"  [PDF]
Hua Zhang, Xiaojie Guo and Xiaochun Cao
Accepted as Poster in Int'l Conf. on Pattern Recognition 2010

"Duplication Localization and Segmentation"  [PDF]
Chenyang Zhang, Xiaojie Guo and Xiaochun Cao
Accepted as ORAL in Pacific-Rim Conf. on Multimedia 2010

"MIFT: A Mirror Reflection Invariant Descriptor"  [PDF][Code]
Xiaojie Guo, Xiaochun Cao, Jiawan Zhang and Xuewei Li
Accepted as Poster in Asian Conf. on Comp. Vis. 2009

Journals

"LIME: Low-light Image Enhancement via Illumination Map Estimation" [Project]
Xiaojie Guo, Yu Li and Haibin Ling
IEEE Trans. on Image Processing, 2016.

"Image Deblurring via Enhanced Low Rank Prior"
Wenqi Ren, Jinshan Pan, Xiaojie Guo, Wangmeng Zuo and Ming-Hsuan Yang
IEEE Trans. on Image Processing, 2016.

"Saliency-aware Nonparametric Foreground Annotation based on Weakly Labeled Data"
Xiaochun Cao, Changqing Zhang, Huazhu Fu, Xiaojie Guo and Qi Tian
IEEE Trans. on Neural Networks and Learning Systems, 2015.

"SLED: Semantic Label Embedding Dictionary Representation for Multi-label Image Annotation"
Xiaochun Cao, Hua Zhang, Xiaojie Guo, Si Liu and Dan Meng
IEEE Trans. on Image Processing, 2015.

"High Capacity Separable Reversible Data Hiding in Encrypted Images by Patch-level Sparse Representation"
Xiaochun Cao, Ling Du, Xingxing Wei, Dan Meng and Xiaojie Guo
IEEE Trans. on Cybernetics, 2015.

"Total Variation Regularized RPCA for Irregularly Moving Object Detection under Dynamic Background"
Xiaochun Cao, Liang Yang and Xiaojie Guo* (*Corresponding Author)
IEEE Trans. on Cybernetics, 2015.

"A Stochastic Model for Detecting Overlapping and Hierarchical Community Structure"
Xiaochun Cao, Xiao Wang, Di Jin and Xiaojie Guo
PLOS ONE, 2015.

"Scene Text Deblurring Using Text-specific Multi-scale Dictionaries"  [PDF]
Xiaochun Cao, Wenqi Ren, Wangmeng Zuo, Xiaojie Guo and Hassan Foroosh
IEEE Trans. on Image Processing,accepted, 2014.

"A New Encryption Scheme for Surveillance Videos"
Xiaochun Cao, Meili Ma, Xiaojie Guo and Ling Du
Frontiers of Computer Science, accepted 2014.

"Video Color Conceptualization Using Optimization"   [PDF]
Xiaochun Cao, Yujie Zhang, Xiaojie Guo and Yiu-ming Cheung
SCIENCE CHINA Information Sciences, 2013.

"MIFT: A Framework for Feature Descriptors to Be Mirror Reflection Invariant"   [PDF][Code]
Xiaojie Guo and Xiaochun Cao
Image and Vision Computing, Vol. 30, pp. 545-556, 2012.

"Good Match Exploration Using Triangle Constraint"   [PDF][Code]
Xiaojie Guo and Xiaochun Cao
Invited Paper
Pattern Recognition Letters, Vol. 33, No. 7, pp. 872-881, 2012

"Identifying Image Composites Through Shadow Matte Consistency"  [PDF]
Qiguang Liu, Xiaochun Cao, Chao Deng and Xiaojie Guo
IEEE Trans. on Information Forensics and Security, Vol. 6, No. 3, Sep. 2011

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© Copyright 2016 Xiaojie Guo, IIE, CAS
Last modified: Aug 2016