• DocumentCode
    3670731
  • Title

    2D Brain slice retrieval from Brain MR images using feature point maps

  • Author

    Mangipudi Parthasarathi;Mohammed Ahmad Ansari;Malay Kishore Dutta;Radim Burget;Kamil Riha

  • Author_Institution
    Department of Electronics and Communication Engineering, Amity University, NOIDA, Uttar Pradesh, India
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    772
  • Lastpage
    775
  • Abstract
    In this paper, we propose a medical image retrieval scheme which could be of immense help to the medical practitioners. The basic idea is to input a 2D Brain Magnetic Resonance (MR) query slice and output visually similar slices pertaining to the MR image database. Query slice pertaining to a new case can be related to slices belonging to previous case histories in the stored database. It would prove to be a useful diagnostic aid for the medical expert and could also serve as a teaching aid for students and researchers in medical field. Similar pathological cases can also aid in treatment apart from diagnosis. The challenge then is to device an algorithm which is fast, accurate and could be run on low power devices that are installed in clinics and hospitals. To this end, we propose a scheme consisting of a) MR image slice representation by only a few visually significant feature points and b) Similarity distance metric used for retrieval taking into account the spatial information of the local structures.
  • Keywords
    "Medical diagnostic imaging","Lesions","Image edge detection","Image retrieval","Feature extraction","Brain"
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications and Signal Processing (TSP), 2015 38th International Conference on
  • Type

    conf

  • DOI
    10.1109/TSP.2015.7296370
  • Filename
    7296370