DocumentCode :
2725499
Title :
Content-based image retrieval for medical infrared images
Author :
Jones, B.F. ; Schaefer, G. ; Zhu, S.Y.
Author_Institution :
Dept. of Appl. Comput., Derby Univ., UK
Volume :
1
fYear :
2004
fDate :
1-5 Sept. 2004
Firstpage :
1186
Lastpage :
1187
Abstract :
Past efforts on the automated processing on medical infrared images has typically focused on specialized applications like the detection of breast cancer. We propose the application of content-based image retrieval (CBIR) to medical thermal images. CBIR allows the retrieval of similar images based on features directly extracted from the image data. Hence, image retrieval for a thermal image that shows symptoms of a certain disease will provide visually similar cases which will usually also represent similarities in medical terms. The image features we propose for this purpose are a set of moment invariants of the grayscale thermal images.
Keywords :
biomedical optical imaging; cancer; infrared imaging; mammography; medical image processing; tumours; breast cancer; content-based image retrieval; disease; grayscale thermal images; image data extraction; medical infrared image processing; medical thermal images; moment invariants; Biomedical imaging; Breast cancer; Cancer detection; Content based retrieval; Data mining; Feature extraction; Image retrieval; Information retrieval; Infrared detectors; Infrared imaging; Hu moments; Medical infrared images; content-based image retrieval;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
Type :
conf
DOI :
10.1109/IEMBS.2004.1403379
Filename :
1403379
Link To Document :
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