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Journal Articles


  • 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), vol. 39, no. 2, pp. 301- 312, 2017. (IF: 8.329)
    [PDF] [Project Page]
    (Graphical representations are obtained through Markov networks, with spatial information taken into consideration. Leading performance is achieved on multiple heterogeneous face recognition scenarios.)
  • 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), vol. 27, no. 11, pp. 2201-2215, 2016. (IF: 6.108)
    [PDF] [Project Page]
    (We adaptively learn the combination weights of multiple representations, and the synthesis process is robust to different lighting conditions and backgrounds on real-world forensic sketches and mug shots.)
  • 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), vol. 27, no. 2, pp. 288-299, 2017. (IF: 3.599)
    [PDF] [Project Page]
    (Superpixel is firstly introduced into face sketch-photo synthesis scenario, which can take inherent face structure into consideration.)
  • Sparse Graphical Representation based Discriminant Analysis for Heterogeneous Face Recognition
    Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li
    arXiv preprint arXiv:1607.00137, 2016.
    [PDF]
    (Adaptive sparse graphical representations are obtained. We further develop a spatial partition-based discriminant analysis framework including row-based, column-based, and learning-based strategies.)
  • Adaptive Representation-based Face Sketch Synthesis
    Jie Li, Xinye Yu, Chunlei Peng, and Nannan Wang
    Neurocomputing, Accepted, 2016. (IF: 3.317)
  • 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 Evaluation
    Chunlei Peng, Nannan Wang, Xinbo Gao, Jie Li
    European Conference on Computer Vision workshop on Visual Analysis of Sketches, 2016, pp. 3-18. (Oral)
    [PDF] [Project Page]
  • 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]
  • Composite Face Sketch Recognition based on Components
    Decheng Liu, Chunlei Peng, Nnanan Wang, Jie Li, and Xinbo Gao
    International Conference on Wireless Communications and Signal Processing (WCSP), Accepted, 2016, pp. 1-5.
    [PDF]
  • 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, pp. 1-8.


Book Chapters


  • Face Sketch Recognition via Data-driven Synthesis
    Nannan Wang, Shengchuan Zhang, Chunlei Peng, Jie Li, and Xinbo Gao
    Handbook of Biometrics for Forensic Science, Springer, pp. 127-147, 2017. (Invited Book Chapter)
    [PDF]