| 一种基于YUV颜色空间的新码书模型 |
| |
| 引用本文： | 赵谦,朱华伟,曾召华,侯媛彬,冯瑞. 一种基于YUV颜色空间的新码书模型[J]. 计算机工程与应用, 2013, 49(16): 158-161 |
| |
| 作者姓名： | 赵谦 朱华伟 曾召华 侯媛彬 冯瑞 |
| |
| 作者单位： | 1.西安科技大学 通信与信息工程学院，西安 7100542.西安科技大学 电气与控制工程学院，西安 7100543.中国水电顾问集团 西北勘测设计研究院，西安 710065 |
| |
| 基金项目： | 陕西省科技计划(No.2011K09-46)；西安市科技计划工业应用技术研发项目(No.CXY1119)。 |
| |
| 摘 要： | 为了有效消除复杂动态背景对运动物体检测的影响，引入了前后景区分能力较强的YUV颜色空间，基于此空间提出了一种新的码书模型，有效地减少了伪目标的检测。新码书模型采用六元素码字、新的码字学习和更新策略，实现较前人九元素码字和八元素码字有更快的训练速度和更低的存储空间。实验结果表明，即使背景存在运动和光照条件发生变化，算法也能更有效地检测运动目标。
|
| 关 键 词： | 复杂动态背景 运动目标检测 码书模型 YUV颜色空间 |
New codebook model based on YUV color space |
| |
| ZHAO Qian , ZHU Huawei , ZENG Zhaohua , HOU Yuanbin , FENG Rui. New codebook model based on YUV color space[J]. Computer Engineering and Applications, 2013, 49(16): 158-161 |
| |
| Authors: | ZHAO Qian ZHU Huawei ZENG Zhaohua HOU Yuanbin FENG Rui |
| |
| Affiliation: | 1.School of Communication and Information Engineering, Xi’an University of Science and Technology, Xi’an 710054, China2.School of Electrical and Control Engineering, Xi’an University of Science and Technology, Xi’an 710054, China3.Northwest Survey Design Research Institute, Chinese Water and Electricity Consultant Group, Xi’an 710065,China |
| |
| Abstract: | A new codebook model is proposed based on YUV color space which distinguishes foreground and background better to eliminate the effect of complex dynamic background and remove false targets effectively in the moving object detection. A 6-tuple codeword and a new codebook learning and updating scheme are proposed for fast codebook training and small storage in comparison with the traditional 9-tuple and 8-tuple codeword. Experimental results demonstrate the effectiveness of the algorithm proposed in this paper, even when there are moving clutters in the background and illumination variations. |
| |
| Keywords: | complex dynamic background moving targets detection codebook model YUV color space |
| 本文献已被 万方数据 等数据库收录！ |
| 点击此处可从《计算机工程与应用》浏览原始摘要信息 |
|
点击此处可从《计算机工程与应用》下载免费的PDF全文 |
