| Categorizing video shots by utilizing SVM and wavelet | |
Jiang, Haina ; Xia, Xiquan
| |
| 2011 | |
| 会议录名称 | Proceedings of SPIE - The International Society for Optical Engineering
 |
| 卷号 | 8335 |
| 会议名称 | 2012 International Workshop on Image Processing and Optical Engineering |
| 会议日期 | January 9, 2012 - January 10, 2012 |
| 会议地点 | Harbin, China |
| 会议录编者/会议主办者 | et al. ; Harbin Engineering University ; Harbin Normal University ; Harbin University of Science and Technology ; HeiLongJing University ; Northeast Forestry University |
| 出版者 | SPIE |
| 摘要 | Shots classification plays an important role in well indexing, browsing and retrieving video content. By that, the large amount of video content can be efficiently indexed, and then, it can provide convenience for managing video. In this paper, edge features are firstly extracted by wavelet, which can not only reduce amount of shots data but also preserve the important structural properties of shots. And then, to reflect local properties of shots, ratio of edge pixels in each sub-window is calculated. After that, color moments are computed to reduce loss of global properties, which can assist edge features in well indexing shots. Finally, support vector machine (SVM), which has a very good performance on pattern recognition, is employed to classify shots. Experimental results demonstrate that this method can efficiently categorize video shots and satisfy the basic needs of shots classification. © 2011 Copyright Society of Photo-Optical Instrumentation Engineers (SPIE). |
| 关键词 | Classification (of information) Indexing (of information) Optical data processing Pattern recognition Video recording Color moments Decision functions edge shots wavelet |
| DOI | 10.1117/12.917663 |
| 收录类别 | EI |
| 语种 | 英语 |
| EI入藏号 | 20120514723064 |
| 原始文献类型 | Conference article (CA) |
| 引用统计 | |
| 文献类型 | 会议论文 |
| 条目标识符 | https://ir.cqcet.edu.cn/handle/39TD4454/3251 |
| 专题 | 通信工程学院 电子与物联网学院 |
| 作者单位 | Chongqing College of Electronic Engineering, Chongqing, 401331, China |
| 第一作者单位 | 重庆电子科技职业大学 |
| 推荐引用方式 GB/T 7714 | Jiang, Haina,Xia, Xiquan. Categorizing video shots by utilizing SVM and wavelet[C]//et al., Harbin Engineering University, Harbin Normal University, Harbin University of Science and Technology, HeiLongJing University, Northeast Forestry University:SPIE,2011. |
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| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Jiang-2012-Categoriz（833KB） | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 下载 | ||
| Jiang-2011-Categoriz（833KB） | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 下载 | ||
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