Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Shanghai Jiaotong University》 2014-05
Add to Favorite Get Latest Update

A Video Shot Segmentation Method Based on a Two-Stage Support Vector Machine Classifier

YULu;QIAO Rui-ping;HU Yu-ping;ZHAO Jing;State Key Laboratory of Astronautic Dynamics;School of Electronic and Information Engineering,Xi'an Jiaotong University;  
A video shot segmentation method based on a two-stage support vector machine(SVM)classifier was proposed.In the first stage,the feature vectors were generated by using the segmented video histogram distance,combining the sliding window with the trap method.Then,the subsegments containing shot boundaries were filtered out by using the SVM classifier.In the second stage,the feature vectors were obtained by histogram distance between different spacing of the frames and time window.The shot detection was implemented by binary tree SVM classification strategy.Experimental results show that the detection results can be improved on both abrupt and gradual shot boundary significantly by the proposed method.
【Fund】: 国家自然科学基金青年科学基金项目(61102082);; 宇航动力学国家重点实验室开放基金项目(2013ADL-DW0302)
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 2 Hits
1 Xue Ling Xiong Zhang Ouyang Yuanxin Zhong Lin(School of Computer Science and Technology,Beihang University,Beijing 100083);Shot Boundary Detection Using a Cascade Classifier[J];Journal of Computer-Aided Design & Computer Graphics;2008-05
2 CHAO Juan1,SUN Tan-feng1,2,JIANG Xing-hao1,2(1.School of Information Security Engineering,Shanghai Jiaotong University,Shanghai 200240,China;2.Shanghai Information Security Management and Technology Research Key Lab,Shanghai 200240,China);A Video Shot Segmentation Algorithm Based on Dual-detection Model[J];Journal of Shanghai Jiaotong University;2011-10
【Co-citations】
Chinese Journal Full-text Database 2 Hits
1 DONG Gui-yun.College of Statistics and Mathematics,Zhejiang Gongshang University,Hangzhou 310012,China;Adaptive rough set edge detection of image[J];Computer Engineering and Applications;2010-27
2 WU Kai-xing;SHEN Zhi-jia;College of Information and Electrical Engineering,Hebei University of Engineering;;An Algorithm of Shot Boundary Detection of Backing N/2[J];Science Technology and Engineering;2014-04
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 CHENG Yong,XU De (Department of Computer Science & Technology,Beijing Jiaotong University,Beijing 100044,China);A Method for Shot Boundary Detection Using Adaptive Threshold[J];Acta Electronica Sinica;2004-03
2 Lu Haibin Zhang Yujin (Dept. of Electronic Engineering, Tsinghua University, Beijing 100084, China);FADE AND DISSOLVE DETECTION BASED ON VIDEO EDITING MODEL[J];Journal of Electronics and Information Technology;2002-04
3 FANG Zhi-xin,SUN Tan-feng,JIANG Xing-hao(School of Information Security Engineering,Shanghai Jiaotong University,Shanghai 200240,China);A Dual-Factor-Based Adaptive Threshold Defining Method in Shot Boundary Detection[J];Journal of Shanghai Jiaotong University;2009-11
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved