Proceedings of the IEEK Conference (대한전자공학회:학술대회논문집)
- 2003.07d
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- Pages.1545-1548
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- 2003
Hyperspectral Image Recognition for Tumor Detection
하이퍼스펙트럴 영상 인식을 통한 종양 검출
Abstract
This paper presents a method for detecting skin tumors on chicken carcasses using hyperspectral images. It utilizes both fluorescence and reflectance image information in hyperspectral images. A detection system that is built on this concept can increase detection rate and reduce processing time. Chicken carcasses are examined first using band ratio FCM information of fluorescence image and it results in candidate regions for skin tumor. Next classifier selects the real tumor spots using PCA components information of reflectance image from the candidate regions.
Keywords