• DocumentCode
    672619
  • Title

    Segmentation and compression of pharynx and esophagus fluoroscopic images

  • Author

    Sameh Arif, Arif ; Logeswaran, Rajasvaran ; Mansor, Shattri ; Abdul Karim, Hezerul

  • Author_Institution
    Fac. of Eng., Multimedia Univ., Cyberjaya, Malaysia
  • fYear
    2013
  • fDate
    8-10 Oct. 2013
  • Firstpage
    220
  • Lastpage
    225
  • Abstract
    Enormous amounts of sequential medical images are produced in modern medical examinations, typically in Fluoroscopy. Although highly effective, such large quantities of images incur a high cost in terms of storage, processing time and transmission. This paper proposes a method for lossless compression of targeted parts within Fluoroscopy images, extracting the region of interest (ROI) - in this case the pharynx and esophagus, and employing customized correlation and the combination of Run Length and Huffman coding, to increase compression efficiency. The experimental results show that the proposed method improved performance with a compression ratio of 300% better than conventional methods.
  • Keywords
    Huffman codes; biological organs; diagnostic radiography; feature extraction; image coding; image segmentation; image sequences; medical image processing; runlength codes; Huffman coding; ROI extraction; compression efficiency; compression ratio; customized correlation; esophagus fluoroscopic image; fluoroscopy; image compression; image processing; image segmentation; image storage; image transmission; lossless compression; medical examination; pharynx fluoroscopic image; region of interest extraction; run length coding; sequential medical images; Correlation; Huffman coding; Image coding; Image segmentation; Medical diagnostic imaging; Vectors; Correlation; Fluoroscopy medical images; Huffman Coding; Lossless image compression; ROI; Run-length Coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Image Processing Applications (ICSIPA), 2013 IEEE International Conference on
  • Conference_Location
    Melaka
  • Print_ISBN
    978-1-4799-0267-5
  • Type

    conf

  • DOI
    10.1109/ICSIPA.2013.6708007
  • Filename
    6708007