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Journal Articles


  • Bayesian Face Sketch Synthesis
    Nannan Wang, Xinbo Gao, Leiyu Sun, and Jie Li
    IEEE Transactions on Image Processing (IEEE TIP), accept, 2017.
  • SERF Image Super-Resolver from Cascaded Linear Regression
    Nannan Wang*, Yanting Hu*, Dacheng Tao, Xinbo Gao, and Xuelong Li
    IEEE Transactions on Image Processing (IEEE TIP), vol. 24, no. 9, pp. 4091-4102, 2016. (*equal contribution)
  • Unified framework for Face Sketch Synthesis. Signal Processing
    Nannan Wang, Shengchuan Zhang, Xinbo Gao, Jie Li, Bin Song, and Zan Li
    Signal Processing (SP), Accepted, 2016.
  • A Comprehensive Survey to Face Hallucination
    Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li and Jie Li
    International Journal of Computer Vision (IJCV), vol.106, no. 1, pp. 9-30, 2014.
    [PDF]
  • Transductive Face Sketch-Photo Synthesis
    Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li and Jie Li
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol.24, no. 9, pp. 1364-1376, Sep. 2013.
    [PDF] [Results on CUHK Face Sketch Database] [Results on CUHK FERET Face Sketch Database]
  • Heterogeneous Image Transformation
    Nannan Wang, Jie Li, Dacheng Tao, Xuelong Li and Xinbo Gao
    Pattern Recognition Letters (PRL), vol. 34, no. 1, pp. 77-84, Jan. 2013.
    [PDF]
  • Evaluation on Synthesized Face Sketches
    Nannan Wang, Xinbo Gao, Jie Li, Bin Song, and Zan Li
    Neurocomputing , doi:10.1016/j.neucom.2016.06.070, 2016.
    [PDF]
  • Data-Driven vs. Model-Driven: Fast Face Sketch Synthesis
    Nannan Wang, Xinbo Gao, Jie Li, Bin Song, and Zan Li
    Neurocomputing , accepted, 2016.
  • Adaptive Representation-based Face Sketch-Photo Synthesis
    Jie Li, Xinye Yu, Chunlei Peng, and Nannan Wang*
    Neurocomputing , accepted, 2016 (* denotes corresponding author).
  • Face Sketch-Photo Synthesis and Retrieval Using Sparse Representation
    Nannan Wang*, Xinbo Gao*, Dacheng Tao and Xuelong Li
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 22, no. 8, pp. 1213-1226, Aug. 2012.(*equal contribution)
    [PDF]
  • Graphical Representation for Heterogeneous Face Recognition
    Chunlei Peng, Xinbo Gao*, Nannan Wang*, and Jie Li
    IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Accepted, 2016.
    [PDF] [Project Page]
  • Multiple Representations-Based Face Sketch-Photo Synthesis
    Chunlei Peng, Xinbo Gao*, Nannan Wang*, Dacheng Tao, Xuelong Li and Jie Li
    IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), Accepted, 2015.
    [PDF] [Project Page]
  • Superpixel-based Face Sketch-Photo Synthesis
    Chunlei Peng, Xinbo Gao*, Nannan Wang*, and Jie Li
    IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Accepted, 2015.
    [PDF] [Project Page]
  • Face Sketch Synthesis via Sparse Representation-based Greedy Search
    Shengchuan Zhang, Xinbo Gao*, Nannan Wang*, and Jie Li
    IEEE Transactions on Image Processing (IEEE TIP), vol. 24, no. 8, pp. 2466-2477, 2015. [PDF]
  • Robust Face Sketch Style Synthesis
    Shengchuan Zhang, Xinbo Gao*, Nannan Wang*, and Jie Li
    IEEE Transactions on Image Processing (IEEE TIP), vol. 25, no. 1, pp. 220-232, 2016. [PDF]
  • Face Sketch Synthesis from a Single Photo-Sketch Pair
    Shengchuan Zhang, Xinbo Gao*, Nannan Wang*, and Jie Li
    IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), accept, 2016. [PDF]
  • Recognition of Facial Sketch Styles
    Mingjin Zhang, Jie Li, Nannan Wang, and Xinbo Gao
    Neurocomputing, vol. 149, Part C, pp. 1188-1197, 2015. [PDF]
  • Triple Space Fusion based Face Image Recognition
    Xinbo Gao, Nannan Wang, Chunlei Peng, and Chengyuan Li
    Pattern Recognition and Artificial Intelligence, vol. 28, no. 9, pp. 811-821, 2015. (Invited, in Chinese) [PDF]


Conference Papers


  • Face Recognition from Multiple Stylistic Sketches: Scenarios, Datasets, and Evaluations
    Chunlei Peng, Nannan Wang*, Xinbo Gao, and Jie Li
    Oral Presentation, ECCV Workshop on Visual Analysis of Sketches (ECCVW), pp.3-18, 2016.
  • Fast Face Sketch Synthesis via KD-Tree Search
    Yuqian Zhang, Nannan Wang*, Shengchuan Zhang, Xinbo Gao, and Jie Li
    Poster Presentation, ECCV Workshop on Visual Analysis of Sketches (ECCVW), pp.64-77, 2016.
  • Direction based Graphical Model for Face Sketch Synthesis
    Yuhang Zhang, Nannan Wang*, Shengchuan Zhang, and Jie Li
    Best Student Paper, International Conference on Internet Multimedia Computing and Service (ICIMCS), pp.1-5, 2016.
  • Image Inpainting based on Sparse Representation with Dictionary Pre-clustering
    Kai Xu, Nannan Wang*, and Xinbo Gao
    Chinese Conference on Pattern Recognition (CCPR), pp.245-258, 2016.
  • Composite Face Sketch Recognition based on Components
    Decheng Liu, Chunlei Peng, Nannan Wang*, Jie Li, and Xinbo Gao
    Wireless Communications and Signal Processing (WCSP), pp.1-5, 2016.
  • Adaptive Representation-based Face Sketch Synthesis
    Xinye Yu, Nannan Wang*, Chunlei Peng, Jie Li, and Xinbo Gao
    International Conference on Intelligence Science and Big Data Engineering (IScIDE), Accepted, 2016.
  • Multi-View Representation Based Face Sketch Synthesis
    Chunlei Peng, Jie Li, Nannan Wang* and Xinbo Gao
    ACM International Conference on Internet Multimedia Computing and Service (ICIMCS), pp. 307-312, 2014. [PDF] [Poster]
  • Face Sketch-Photo Synthesis under Multi-dictionary Sparse Representation Framework
    Nannan Wang, Xinbo Gao, Dacheng Tao and Xuelong Li
    International Conference on Image and Graphics (ICIG), pp. 82-87, 2011.
    [PDF]
  • Face Sketch-Photo Synthesis based on Support Vector Regression
    Jiewei Zhang, Nannan Wang, Xinbo Gao, Dacheng Tao and Xuelong Li
    International Conference on Image Processing (ICIP), pp. 1125-1128, 2011.
    [PDF]


Book Chapters


  • Face Sketch Recognition via Data-driven Synthesis
    Nannan Wang, Shengchuan Zhang, Chunlei Peng, Jie Li, and Xinbo Gao
    Biometrics in Forensic Science, Springer, 2016.
  • Heterogeneous Facial Image Synthesis
    Xinbo Gao, and Nannan Wang
    Machine Learning and Its Applications, TsingHua, 2013.