Research Projects(2017〜)

          
               
  1. Xian-Hua Han (Principle Investigator): Grant-in-Aid for Scientific Research (C):Image Representation and Understand based on human's perception principle and deep statistical Analysis, 2015.4~2018.3..
  2.            
  3. Xian-Hua Han,Boxin Shi, YinQiang Zheng, Computational Photograph. Open Collaborative Research at National Institute of Informatics, Japan, 2017.4~2018.3.

Publication List(2017〜)

Journal Papers

2017

  1. Yingying Xu, Lanfen Lin, Hongjie Hu, Dan Wang, Yitao Liu, Jian Wang, Xian-Hua Han, Yen-Wei Chen
    Texture-Specific Bag of Visual Words Model and Spatial Cone Matching Based Method for the Retrieval of Focal Liver Lesions Using Multiphase Contrast-Enhanced CT Images
    International Journal of Computer Assisted Radiology and Surgery. (In press)
  2. Chunhua Dong, Xiangyan Zeng, Lanfen Lin, Hongjie Hu, Xianhua Han, Masoud Naghedolfeizi, Dawit Aberra, and Yen-Wei Chen
    An Improved Random Walker with Bayes Model for Volumetric Medical Image Segmentation
    Journal of Healthcare Engineering, Volume 2017 (2017), Article ID 6506049, 11 pages.
  3. Xian-Hua Han, Yen-Wei Chen
    Generalized Aggregation of Sparse Coded Multi-Spectra for Satellite Scene Classification
    ISPRS Int. J. Geo-Inf. 2017, 6(6), 175, 2017.
  4. Xian-Hua Han, Yen-Wei Chen, Gang Xu
    Co-occurrence Context of the data-driven Quantized Local Ternary Patterns for Visual Recognition
    IPSJ Transactions on Computer Vision and Applications, 9:4, 2017.
  5. Jian Wang, Xian-Hua Han, Yingying Xu, Lanfen Lin, Hongjie Hu, Chongwu Jin, and Yen-Wei Chen
    Sparse Codebook Model of Local Structures for Retrieval of Focal Liver Lesions Using Multiphase Medical Images
    International Journal of Biomedical Imaging, Volume 2017 (2017), Article ID 1413297, 13 pages.
  6. SiHai Yang, Xian-Hua Han, Tohsato Y, Kyoda K, Onami S, Nishikawa I, Chen Y.
    Phenotype Analysis Method for Identification of Gene Functions Involved in Asymmetric Division of Caenorhabditis elegans
    J Comput Biol. 2017 Feb 8.
  7. Xian-Hua Han, Yen-Wei Chen
    HEp-2 Staining Pattern Recognition Using Stacked Fisher Network for Encoding Weber Local Descriptor
    Pattern Recognition, Vol. 63, pp. 542-550, 2017.

International Conference Papers

2017

  1. Titinunt Kitrungrotsakul, Xian-Hua Han, Yutaro Iwamoto, Xiong Wei and Yen-Wei Chen
    Multi-pathways CNN for robust vascular segmentation
    SPIE Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018. Accepted.
  2. Yutaro Iwamoto, Xian-Hua Han, Akihiko Shiino and Yen-Wei Chen
    Fast super resolution with iterative guided back projection for 3D MR images
    SPIE Medical Imaging: Image Processing 2018. Accepted.
  3. Xian-Hua Han, Jian Wang, Boxin Shi, Yinqiang Zheng and Yen-Wei Chen
    Hyper-spectral Image Super-resolution Using Non-negative Spectral Representation with Data-guided Sparsity
    The first IEEE International Workshop on Machine Learning and Computing for Visual Semantic Analysis (MLCSA2017).
  4. Jian Wang, Xian-Hua Han, Yingying Xu, Lanfen Lin, Hongjie Hu, Chongwu Jin, Yen-Wei Chen
    Tensor sparse representation of temporal features for content-based retrieval of focal liver lesions using multi-phase medical images
    The first IEEE International Workshop on Machine Learning and Computing for Visual Semantic Analysis (MLCSA2017).
  5. Liying Peng, Lanfen Lin, Hongjie Hu, Xiaoli Ling, Dan Wang, Xian-Hua Han, Yen-Wei Chen
    Joint Weber-based Rotation Invariant Uniform Local Tenary Pattern for Classification of Pulmonary Emphysema in CT Images
    IEEE International Conference on Image Processing (ICIP2017), Accepted.
  6. Titinunt KITRUNGROTSAKUL,Xian-Hua Han, Yutaro Iwamoto, and Yen-Wei Chen
    Automatic and Robust Vessel Segmentation in CT Volumes using Submodular Constrained Graph
    Innovation in Medicine and Healthcare 2017 KES-InMde2017), 2017 (Vilamoura, Portugal, Jun.21-23, 2017).
  7. SiHai Yang, Xian-Hua Han, Yen-Wei Chen
    Automatic Segmentation of Cellular / Nuclear Boundaries based on the Shape Index of Image Intensity Surfaces
    Innovation in Medicine and Healthcare 2017 KES-InMde2017), 2017 (Vilamoura, Portugal, Jun.21-23, 2017).
  8. Yoshihiro Todoroki, Xian-Hua Han, Yutaro Iwamoto, Lanfen Lin, Hongjie Hu, Yen-Wei Chen
    Detection of Liver Tumor Candidates from CT Images using Deep Convolutional Neural Networks
    Innovation in Medicine and Healthcare 2017 KES-InMde2017), 2017 (Vilamoura, Portugal, Jun.21-23, 2017).

National Conference

2017

  1. Xian-Hua Han, Boxin Shi, Yinqiang Zheng, Toru Kouyama, Atsunori Kanemura, Ryosuke Nakamura
    Robust Hyperspectral Image Super-Resolution via Constrained Non-negative Sparse Representation
    MIRU2017.
  2. Xian-Hua Han, Yen-Wei Chen
    HEp-2 Staining Pattern Recognition with Sparse Auto-Encoder
    JAMIT2017.
  3. Jian Wang, Xian-Hua Han, Yingying Xu, Lanfen Lin, Hongjie Hu, Chongwu Jin, Yen-Wei Chen
    Learning an overcomplete codebook of tensor local structures for multi-phase medical image retrieval
    JAMIT2017.
  4. Titinunt KITRUNGROTSAKUL,Xian-Hua Han, Yutaro Iwamoto, and Yen-Wei Chen
    Automatic Vessel Segmentation Using A combined Deep Network
    JAMIT2017.