Selected Publications

Journal

  • Hua Zhang, Peng She, Yong Liu, Xiaochun Cao, Hassan Foroosh.
    Learning Structural Representations via Dynamic Object Landmarks Discovery for Sketch Recognition and Retrieval.
    IEEE Trans. Image Processing, 28(9), pp.4486-4499, 2019.
  • Wenqi Ren, Jinshan Pan, Hua Zhang, Xiaochun Cao, and Ming-Hsuan Yang.
    Single Image Dehazing via Multi-Scale Convolutional Neural Networks with Holistic Edges.
    International Journal of Computer Vision (IJCV) 2019.
  • Sanyi Zhang, Zhanjie Song, Xiaochun Cao, Hua Zhang, Jie Zhou.
    Task-aware Attention Model for Clothing Attribute Prediction.
    IEEE Trans. Circuits and Systems for Video Technology (2019).
  • Yong Liu, Shizhong Liao, Hua Zhang, Wenqi Ren, Weiping Wang.
    Kernel Stability for Model Selection in Kernel-based Algorithms.
    IEEE Trans. Cybernetics (2019).
  • Pengwen Dai, Hua Zhang, Xiaochun Cao.
    Deep Multi-Scale Context Aware Feature Aggregation for Curved Scene Text Detection.
    IEEE Trans. Multimedia (2019).
  • Chuan Wang, Hua Zhang, Liang Yang, Xiaochun Cao, Hongkai Xiong.
    Multiple Semantic Matching on Augmented N-Partite Graph for Object Co-Segmentation.
    IEEE Trans. Image Processing 26(12): 5825-5839 (2017).
  • Xiaochun Cao, Hua Zhang, Xiaojie Guo, Si Liu, Dan Meng.
    SLED: Semantic Label Embedding Dictionary Representation for Multilabel Image Annotation.
    IEEE Trans. Image Processing 24(9): 2746-2759 (2015).
  • Xiaochun Cao, Hua Zhang, Chao Deng, Qiguang Liu, Hanyu Liu.
    Action recognition using 3D DAISY descriptor.
    Mach. Vis. Appl. 25(1): 159-171 (2014).

Conference

  • Hua Zhang, Xiaochun Cao, Rui Wang.
    Audio Visual Attribute Discovery for Fine-Grained Object Recognition.
    AAAI 2018: 7542-7549.
  • Jianjun Lei, Kaifu Zheng, Hua Zhang, Xiaochun Cao, Nam Ling, Yonghong Hou.
    Sketch based image retrieval via image-aided cross domain learning.
    ICIP 2017: 3685-3689.
  • Hua Zhang, Rui Wang, Changqing Zhang, Xiaochun Cao.
    LEAF: Latent Extended Attribute Features Discovery for Visual Classification.
    ACM Multimedia 2017: 979-987.
  • Hua Zhang, Si Liu, Changqing Zhang, Wenqi Ren, Rui Wang, Xiaochun Cao.
    SketchNet: Sketch Classification with Web Images.
    CVPR 2016: 1105-1113.
  • Wenqi Ren, Si Liu, Hua Zhang, Jin-shan Pan, Xiaochun Cao, Ming-Hsuan Yang.
    Single Image Dehazing via Multi-scale Convolutional Neural Networks.
    ECCV (2) 2016: 154-169.
  • Hua Zhang, Xiaochun Cao.
    Magic pencil: generalized sketch inversion via generative adversarial nets.
    SIGGRAPH Asia Posters 2016: 42.
  • Xiaochun Cao, Changqing Zhang, Huazhu Fu, Si Liu, Hua Zhang.
    Diversity-induced Multi-view Subspace Clustering.
    CVPR 2015: 586-594.
  • Chuan Wang, Hua Zhang, Liang Yang, Si Liu, Xiaochun Cao.
    Deep People Counting in Extremely Dense Crowds.
    ACM Multimedia 2015: 1299-1302.
  • Xiaochun Cao, Hua Zhang, Xiaojie Guo, Si Liu, Xiaowu Chen.
    Image Retrieval and Ranking via Consistently Reconstructing Multi-attribute Queries.
    ECCV (1) 2014: 569-583.
  • Xiaochun Cao, Siyuan Li, Feng Jiang, Hua Zhang, Ling Du, Xiangui Kang.
    Device identification based on H.264 cues.
    ChinaSIP 2013: 452-455.
  • Xiaochun Cao, Hua Zhang, Si Liu, Xiaojie Guo, Liang Lin.
    SYM-FISH: A Symmetry-Aware Flip Invariant Sketch Histogram Shape Descriptor.
    ICCV 2013: 313-320.

For an up to date list please see DBLP