KMS Chongqing Institute of Green and Intelligent Technology, CAS
| A Fast and Effective Micro-Video Search Method | |
Chen, Yuwen ; Liu, Leifeng; Zhong, Kunhua
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| 2014 | |
| 摘要 | The Auto-Encoders neural network is a new neural network method, its theory and application research has just started. This paper presents a retrieval method for micro video using Auto-Encoders neural network reconstruction. The micro video pre-processing to extract video frames, and then features are extracted form binary feature video frames as Auto-Encoders neural network input. Finally, retrieval based on hamming distance. Based on the large-scale micro video clips of experiments prove that this method is fast and effective. |
| 语种 | 英语 |
| 会议(录)名称 | INTERNATIONAL ACADEMIC CONFERENCE ON THE INFORMATION SCIENCE AND COMMUNICATION ENGINEERING (ISCE 2014)
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| 页码 | 1-6 |
| 通讯作者 | Chen, YW (reprint author), Chongqing Inst Green & Intelligent Technol, Chongqing, Peoples R China. |
| 收录类别 | ISTP |
| 会议地点 | Changsha, PEOPLES R CHINA |
| 会议日期 | OCT 18-19, 2014 |
