MATLAB MEDICAL IMAGES CLASSIFICATION ON GRAPHICS PROCESSORS

被引：0
|
作者：
Din, Ramona
机构：
来源：
UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE | 2013年 / 75卷 / 02期
关键词：
medical image processing; parallel computing; content based image retrieval; texture analysis; fractal analysis; graphics processing unit;
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：
Due to their massively parallel hardware design, graphic processors can easily beat ordinary CPUs in applications which involve large amount of data. Considering their great potential, the oblective of this paper is to continue previous work and optimize the speed and efficiency of texture and fractal analysis, as used for medical images classification processes. for early skin cancer detection. The images are classified based upon Haralick features and fractal geometry, which both proved to be traditionally computationally expensive.
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页码：17 / 30
页数：14
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