Multi-feature Based Transfer Function Design for 3D Medical Image Visualization

被引:1
|
作者
Peng, Yi [1 ]
Chen, Li [1 ]
机构
[1] Tsinghua Univ, Sch Software, Inst CG, Beijing 100084, Peoples R China
基金
美国国家科学基金会;
关键词
Multi-feature; statistical analysis; pre-segmentation; transfer function; volume rendering; visualization;
D O I
10.1109/BMEI.2010.5639553
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Visualization of three dimensional volumetric medical data has been widely used. Even though, it still faces a lot of challenges, such as helping users find out structure of their interest, illustrating features which are significant for diagnosis of disease. In our paper, a multi-feature based transfer function is provided to improve the quality of visualization. We compute a multi-feature descriptor for both two-phase clustering and transfer function design. Moreover, we test the transfer function on several medical datasets to show the efficiency and practicability of our method.
引用
收藏
页码:410 / 413
页数:4
相关论文
共 50 条
  • [21] A Glove-Based Interface for 3D Medical Image Visualization
    Gallo, Luigi
    INTELLIGENT INTERACTIVE MULTIMEDIA SYSTEMS AND SERVICES, 2010, 6 : 221 - 230
  • [22] A Web-based Solution for 3D Medical Image Visualization
    Hou, Xiaoshuai
    Sun, Jianyong
    Zhang, Jianguo
    MEDICAL IMAGING 2015: PACS AND IMAGING INFORMATICS: NEXT GENERATION AND INNOVATIONS, 2015, 9418
  • [23] Multi-feature integration on 3D model similarity retrieval
    Akbar, Saiful
    Kueng, Josef
    Wagner, Roland
    2006 1ST INTERNATIONAL CONFERENCE ON DIGITAL INFORMATION MANAGEMENT, 2006, : 151 - +
  • [24] A clustering-based system to automate transfer function design for medical image visualization
    Nguyen, Binh P.
    Tay, Wei-Liang
    Chui, Chee-Kong
    Ong, Sim-Heng
    VISUAL COMPUTER, 2012, 28 (02): : 181 - 191
  • [25] A clustering-based system to automate transfer function design for medical image visualization
    Binh P. Nguyen
    Wei-Liang Tay
    Chee-Kong Chui
    Sim-Heng Ong
    The Visual Computer, 2012, 28 : 181 - 191
  • [26] Multi-feature 3D model retrieval using view-based techniques
    Ruiz C., Jr.
    International Journal of Computers and Applications, 2021, 43 (08): : 819 - 829
  • [27] Sketch-based 3D Model Retrieval via Multi-feature Fusion
    Wen, Yafei
    Zou, Changqing
    Liu, Jianzhuang
    Du, Shuze
    Chen, Shifeng
    2014 22ND INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2014, : 4570 - 4575
  • [28] A 3D Occlusion Facial Recognition Network Based on a Multi-Feature Combination Threshold
    Zhu, Kaifeng
    He, Xin
    Lv, Zhuang
    Zhang, Xin
    Hao, Ruidong
    He, Xu
    Wang, Jun
    He, Jiawei
    Zhang, Lei
    Mu, Zhiya
    APPLIED SCIENCES-BASEL, 2023, 13 (10):
  • [29] Image retrieval based on multi-feature fusion
    Dong Wenfei
    Yu Shuchun
    Liu Songyu
    Zhang Zhiqiang
    Gu Wenbo
    2014 FOURTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION AND MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC), 2014, : 240 - 243
  • [30] MVTr: multi-feature voxel transformer for 3D object detection
    Lingmei Ai
    Zhuoyu Xie
    Ruoxia Yao
    Mengyao Yang
    The Visual Computer, 2024, 40 : 1453 - 1466