Interactive key frame selection model
文献类型：期刊论文
| 作者 | Jian-quan Ouyang; Li Jin-tao; Huanrong Tang |
| 刊名 | JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
 |
| 出版日期 | 2006-12-01 |
| 卷号 | 17期号:6页码:1145-1163 |
| 关键词 | key frame selection interactive key frame selection interactive computing coinduction |
| ISSN号 | 1047-3203 |
| DOI | 10.1016/j.jvcir.2006.03.003 |
| 英文摘要 | Video summarization can provide a fine representation of the content of video stream and reduce a large amount of data involved in video indexing, browsing, and retrieval. Moreover, Key frame selection is an important step in the research of content-based video analysis and retrieval. Although there exist a variety of methods for key frame selection, they are heuristic and closed systems, which cannot dynamically generate video summary with user's preference. In this paper, an M-estimator and epipolar line distance constraint camera motion estimation algorithm is introduced as camera parameters is an important motion feature for key frame selection, and Broyden-Fletcher-Goldfarb-Shanno (BFGS) method is applied to optimize estimated parameters. Moreover, since Interactive Computing is a novel-computing model that represents the transition of algorithm to interaction, an interactive model of key frame selection (IKFS) is presented as a result of improving the model of key frame selection (KFS). The model of KFS and lKFS are proved to satisfy the criterion of induction and coinduction, respectively. Experimental results show that the processing scheme generates flexible and desirable summarizations whose distortion rate is lower than current method. Above all, IKFS is an extension to KFS. (C) 2006 Elsevier Inc. All rights reserved. |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000243248200002 |
| 出版者 | ACADEMIC PRESS INC ELSEVIER SCIENCE |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/10543]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Jian-quan Ouyang |
| 作者单位 | 1.Xiangtan Univ, Coll Informat Engn, Xiangtan 411105, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Jian-quan Ouyang,Li Jin-tao,Huanrong Tang. Interactive key frame selection model[J]. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION,2006,17(6):1145-1163. |
| APA | Jian-quan Ouyang,Li Jin-tao,&Huanrong Tang.(2006).Interactive key frame selection model.JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION,17(6),1145-1163. |
| MLA | Jian-quan Ouyang,et al."Interactive key frame selection model".JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 17.6(2006):1145-1163. |
入库方式： OAI收割
来源：计算技术研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。