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