Publication


Journal Publications

  1. Spatial and Temporal Visual Attention Prediction in Videos Using Eye Movement Data
    Junwei Han, Liye Sun*, Xintao Hu, Jungong Han, Ling Shao
    Neurocomputing
    [link] [project page coming soon]
    * indicates the main contribution to this work

  2. Cell Segmentation in Microscopic Images of Mice Brain Based on Markov Random Field Theory
    基于Markov随机场理论的鼠脑切片显微图像的分割研究
    Liye Sun, Junwei Han, Xintao Hu, Lei Guo
    Pattern Recognition and Artificial Intelligence (模式识别与人工智能)
    [pdf] [project page coming soon]

Conference Publications

  1. Coupling Conditionally Independent Submaps for Large-Scale 2.5D Mapping with Gaussian Markov Random Fields
    Liye Sun, Teresa Vidal Calleja, Jaime Valls Miro
    to appear in IEEE International Conference on Robotics and Automation (ICRA), 2017

  2. Constrained Sampling of 2.5D Probabilistic Maps for Augmented Inference
    Lei Shi, Jaime Valls Miro, Teng Zhang, Teresa Vidal Calleja, Liye Sun, Gamini Dissanayake
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2016
    [pdf] [project page coming soon]

  3. Gaussian Markov Random Fields for Fusion in Information Form
    Liye Sun, Teresa Vidal Calleja, Jaime Valls Miro
    IEEE International Conference on Robotics and Automation (ICRA), 2016
    [pdf] [project page coming soon]

  4. Bayesian Fusion Using Conditionally Independent Submaps for High Resolution 2.5D Mapping
    Liye Sun, Teresa Vidal Calleja, Jaime Valls Miro
    IEEE International Conference on Robotics and Automation (ICRA), 2015
    [pdf] [project page coming soon]

  5. Kernel-Specific Gaussian Process for Predicting Pipe Wall Thickness Maps
    Lei Shi, Liye Sun, Teresa Vidal Calleja, Jaime Valls Miro
    Australian Conference on Robotics and Automation (ACRA), 2015
    [pdf] [project page coming soon]

  6. Visual Attention Computation in Video of Driving Environment
    Junwei Han, Liye Sun*, Dingwen Zhang, Xintao Hu, Gong Cheng, Lei Guo
    IEEE International Conference on Multimedia and Expo (ICME), 2014
    [pdf] [project page coming soon]
    * indicates the main contribution to this work

Patent

  1. A method to detect traffic object areas in traffic images and videos
    一种基于交通视频数据图像的确定交通目标所在区域的方法
    No. CN103455795A
    [Google patent page] [Project page]

  2. A method to segment cells in microscopic images of mice brain based on Markov Random Fields
    基于马尔可夫随机场理论的鼠脑切片显微图像分割方法
    No. CN103208124A
    [Google patent page] [Project page]