Shadow detection using multi-features in SVM classifier
文献类型：会议论文
| 作者 | Wang ZP(王占鹏); Tian JD(田建东) ; Tang YD(唐延东); Zhang YZ(张艳珠); Xia Y(夏泳); Wang L(王玲)
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| 出版日期 | 2014 |
| 会议名称 | 2nd International Conference on Precision Mechanical Instruments and Measurement Technology, ICPMIMT 2014 |
| 会议日期 | May 30-31, 2014 |
| 会议地点 | Chongqing, China |
| 关键词 | Mathematical morphology Object recognition Security systems |
| 页码 | 1680-1683 |
| 中文摘要 | Shadows may cause many problems in computer vision, such as object recognition, image segmentation and video surveillance. In this paper, we present a new method to detect cast shadow in a single outdoor image. We build up an illumination model to explain the process of shadow formed, and through this model we introduce some useful features. The regions for extract features are acquired through canny edge detector, after a series of morphological operations. Then we use SVM classifier with a multi-kernel model to train these features for shadow region classification. Our results show that edges of shadow images can be detected effectively with our methods. © (2014) Trans Tech Publications, Switzerland. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议录 | Applied Mechanics and Materials
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| 会议录出版者 | Trans Tech Publications Ltd |
| 会议录出版地 | Zurich-Durnten, Switzerland |
| 语种 | 英语 |
| ISSN号 | 1660-9336 |
| ISBN号 | 978-3-03835-194-8 |
| 源URL | [http://ir.sia.cn/handle/173321/15156]  |
| 专题 | 沈阳自动化研究所_机器人学研究室 |
| 推荐引用方式 GB/T 7714 | Wang ZP,Tian JD,Tang YD,et al. Shadow detection using multi-features in SVM classifier[C]. 见:2nd International Conference on Precision Mechanical Instruments and Measurement Technology, ICPMIMT 2014. Chongqing, China. May 30-31, 2014. |
入库方式： OAI收割
来源：沈阳自动化研究所
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