2D Brain Slice Retrieval from Brain MR Images using Feature Point Maps

被引:0
|
作者
Parthasarathi, Mangipudi [1 ]
Ansari, Mohammed Ahmad [2 ]
Dutta, Malay Kishore [1 ]
Burget, Radim [3 ]
Riha, Kamil [3 ]
机构
[1] Amity Univ, Dept Elect & Commun Engn, Noida, Uttar Pradesh, India
[2] Gautam Budhh Univ, Sch Engn, Greater Noida, Uttar Pradesh, India
[3] Brno Univ Technol, Fac Elect Engn, CS-61090 Brno, Czech Republic
来源
2015 38TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP) | 2015年
关键词
Brain MR Slice; brain lesions; edge maps; significant feature points; Hausdorff distance;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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 he related to slices belonging to previous case histories in the stored database. It would prove to be a useful diagnostic aid fir 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 front 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 It) Similarity distance metric used for retrieval taking into account the spatial information of the local structures.
引用
收藏
页码:772 / 775
页数:4
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