Cervical Cancerous Region Detection: A Pilot Study on Color Space
文献类型：期刊论文
| 作者 | Ziqian Zhang; Tiexiang Wen; Yaoqin Xie; Jia Gu |
| 刊名 | Journal of Bionanoscience
 |
| 出版日期 | 2013 |
| 英文摘要 | Cancerous region detection and identification on medical images is an important technique in computer assisted diagnosis system. However, there is not a common opinion about whether the color spaces can affect the performance and which color space is the best choice to do this task. Therefore, we have studied 10 of the most commonly used color spaces—RGB, CMY, CIE-XYZ, CIE-xyY, UVL, UPVPL, NTSC, HSI, HSV and YCbCr. Cancerous region on cervical images have been detected using spectral matting algorithm. Results of 10 color models and their pseudo-color images have been presented. We have compared at level pixel of each color model by using ROC curves. According to the obtained results, the most appropriate color space for detecting cancer area for cervical images is CIE-XYZ model. |
| 收录类别 | EI |
| 原文出处 | http://chinesesites.library.ingentaconnect.com/content/asp/jobn/2013/00000007/00000002/art00009 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/4883]  |
| 专题 | 深圳先进技术研究院_医工所 |
| 作者单位 | Journal of Bionanoscience |
| 推荐引用方式 GB/T 7714 | Ziqian Zhang,Tiexiang Wen,Yaoqin Xie,et al. Cervical Cancerous Region Detection: A Pilot Study on Color Space[J]. Journal of Bionanoscience,2013. |
| APA | Ziqian Zhang,Tiexiang Wen,Yaoqin Xie,&Jia Gu.(2013).Cervical Cancerous Region Detection: A Pilot Study on Color Space.Journal of Bionanoscience. |
| MLA | Ziqian Zhang,et al."Cervical Cancerous Region Detection: A Pilot Study on Color Space".Journal of Bionanoscience (2013). |
入库方式： OAI收割
来源：深圳先进技术研究院
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