• DocumentCode
    2620752
  • Title

    A volumetric object detection framework with dual-energy CT

  • Author

    Bi, Wenyuan ; Chen, Zhiqiang ; Zhang, Li ; Xing, Yuxiang

  • Author_Institution
    Department of Engineering Physics, Tsinghua University, Beijing, China
  • fYear
    2008
  • fDate
    19-25 Oct. 2008
  • Firstpage
    1289
  • Lastpage
    1291
  • Abstract
    In this paper we present a new efficient framework that implements volumetric object detection for dual energy CT. First, we improve the original H-L curve table method with 28 elements, to get accurate material information by reconstruction. Then, we use the material information to localize suspicious regions and apply our volumetric object detection function. We reduce the dimension of the detection from 3D to 2D by using central slices, and use boosting 2d Haar features to achieve the 2D detection. Finally, we succeed in locating the target in our real world circumstance simulated baggage.
  • Keywords
    Attenuation; Bismuth; Boosting; Computed tomography; Image reconstruction; Nuclear and plasma sciences; Object detection; Security; Shape; Weapons; Boosting; CT reconstruction; Dual-Energy CT; Object detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium Conference Record, 2008. NSS '08. IEEE
  • Conference_Location
    Dresden, Germany
  • ISSN
    1095-7863
  • Print_ISBN
    978-1-4244-2714-7
  • Electronic_ISBN
    1095-7863
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2008.4774641
  • Filename
    4774641