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
Link To Document :
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