Title :
The Objectifying System Using for Color Inspection of Traditional Chinese Medicine Based on the Digital Image Technology
Author :
Dongmei Zheng ; Wenai Song ; Zhendong Dai ; Hongmo Wang
Author_Institution :
Software Sch., North Univ. of China Taiyuan, Taiyuan, China
fDate :
May 30 2014-June 1 2014
Abstract :
This paper report a new system developed for objectifying study of Color inspections of traditional Chinese medicine (CITCM), which is based on the digital image technologies. In this scheme, the entire system includes two parts, which are the hardware and the software. The hardware is an image acquisition device in a standard lighting conditions, which mainly includes a xenon lamp with a Color Temperature of 5500K to act as light source, an integrating sphere which is used for diffusing light and a high resolution CCD camera. The software is used for digital image processing, the procedure is divided into three steps. Firstly the skin/ non-skin classification is performed by utilizing the threshold in chrominance channels of the RGB color space. Secondly, the facial features are localized by employing the image segmentation and coordinates sorting. Finally, the facial special region (SI) corresponding to five internal organs are achieved by utilizing masks designed to take advantage of morphology. Subsequently, the chromaticity is calculated. The system is carried out by taking 100 samples. Experimental results demonstrate that the proposed scheme exhibits better performance for objectifying research of CITCM.
Keywords :
CCD image sensors; biological organs; biomedical optical imaging; data acquisition; feature extraction; image classification; image colour analysis; image resolution; image segmentation; medical image processing; skin; RGB color space; chromaticity; chrominance channels; color inspection; color temperature; diffusing light; digital image processing; digital image technology; facial features; facial special region; hardware; high resolution CCD camera; image acquisition device; image segmentation; integrating sphere; internal organs; light source; morphology; objectifying system; skin-nonskin classification; software; standard lighting conditions; temperature 5500 K; traditional Chinese medicine; xenon lamp; Facial features; Image color analysis; Medical diagnostic imaging; Silicon; Skin; Standards; chromaticity; color inspection; image segmentation; integrating sphere; morphology; special region;
Conference_Titel :
Medical Biometrics, 2014 International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4799-4014-1
DOI :
10.1109/ICMB.2014.11