Perception-Based Color Space for Image Segmentation Application
文献类型：会议论文
| 作者 | Jiang M(姜迈); Liang W(梁炜) ; Zhang XL(张晓玲)
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| 出版日期 | 2013 |
| 会议名称 | 2013 15th IEEE International Conference on Communication Technology (ICCT 2013) |
| 会议日期 | November 17-19, 2013 |
| 会议地点 | Guilin, China |
| 关键词 | color space color lookup tables multi-grid optimization color-difference formulas image segment k-means |
| 页码 | 625-628 |
| 通讯作者 | 姜迈 |
| 中文摘要 | After analyzing the deficiency of existing perception-based image processing problems, the most important properties of color spaces are identified without cross contamination between lightness, saturation, hue and with maximum perceptual uniformity. This paper using multi-grid optimization and standard color-difference formulas transformed images from an initial color space to the new color space. The new working color space performance ability is tested in image segmentation, using ISODATA algorithm to get the k-means clustering algorithms best cluster number and the initial cluster center. After comparing with the exiting color spaces, the experiment results showed color attributes of the new space free of cross contamination and with maximum perceptual uniformity which can improve the image segmentation algorithms’ accuracy. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议录 | Proceedings of 15th IEEE International Conference on Communication Technology (ICCT 2013)
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | NEW YORK |
| 语种 | 英语 |
| ISBN号 | 978-1-4799-0077-0 |
| WOS记录号 | WOS:000355664400111 |
| 源URL | [http://ir.sia.cn/handle/173321/13879]  |
| 专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
| 推荐引用方式 GB/T 7714 | Jiang M,Liang W,Zhang XL. Perception-Based Color Space for Image Segmentation Application[C]. 见:2013 15th IEEE International Conference on Communication Technology (ICCT 2013) . Guilin, China. November 17-19, 2013. |
入库方式： OAI收割
来源：沈阳自动化研究所
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