Knowledge Commons of Institute of Automation,CAS
An adaptive video shot segmentation scheme based on dual-detection model | |
Jiang, Xinghao1,4; Sun, Tanfeng1,4; Liu, Jin2,3,4; Chao, Juan1; Zhang, Wensheng3 | |
发表期刊 | NEUROCOMPUTING |
2013-09-20 | |
卷号 | 116页码:102-111 |
文章类型 | Article |
摘要 | Efficient segmentation of the video shots is the important and foundational work for the research of video content retrieval and analysis. A video shot segmentation scheme based on a dual-detection model is proposed, which includes the pre-detection and re-detection processes. The concepts of uneven blocked color histogram difference and uneven blocked pixel value difference based on human visual features are introduced, which are used as the main descriptors of the pre-detection process to enlarge the importance of central areas and to reduce the noises of background movements and logos. And the adaptive binary search method is introduced to fast detect boundaries with a time complexity of O(log(2)n). In the re-detection round, the scale invariant feature transform is applied to re-detect boundaries so as to improve the detection precision rate. Experiments show that this algorithm can improve both the recall rate and the precision rate of video shot boundary detection, especially for gradual shot boundaries. (C) 2012 Elsevier B.V. All rights reserved. |
关键词 | Video Shot Segmentation Scale Invariant Feature Transform Dual-detection Model Adaptive Binary Search |
WOS标题词 | Science & Technology ; Technology |
关键词[WOS] | BOUNDARY DETECTION ; TEMPORAL SEGMENTATION ; INFORMATION ; FEATURES ; IMAGE |
收录类别 | SCI ; ISTP |
语种 | 英语 |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Artificial Intelligence |
WOS记录号 | WOS:000320971900013 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/10751 |
专题 | 中科院工业视觉智能装备工程实验室_精密感知与控制 |
作者单位 | 1.Shanghai Jiao Tong Univ, Sch Informat Secur Engn, Shanghai 200240, Peoples R China 2.Wuhan Univ, Sch Comp, State Key Lab Software Engn, Wuhan 430072, Peoples R China 3.Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R China 4.Key Lab Shanghai Informat Secur Management & Tech, Shanghai 200240, Peoples R China |
推荐引用方式 GB/T 7714 | Jiang, Xinghao,Sun, Tanfeng,Liu, Jin,et al. An adaptive video shot segmentation scheme based on dual-detection model[J]. NEUROCOMPUTING,2013,116:102-111. |
APA | Jiang, Xinghao,Sun, Tanfeng,Liu, Jin,Chao, Juan,&Zhang, Wensheng.(2013).An adaptive video shot segmentation scheme based on dual-detection model.NEUROCOMPUTING,116,102-111. |
MLA | Jiang, Xinghao,et al."An adaptive video shot segmentation scheme based on dual-detection model".NEUROCOMPUTING 116(2013):102-111. |
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