@inproceedings{04232fca29a345e296a32370dffaede3,
title = "A novel shot boundary detection based on information theory using SVM",
abstract = "Shot boundary detection is the preliminary step for efficient video indexing and retrieval. To overcome the shortage of traditional threshold based method in shot detection, we proposed a novel cut detection method based on information theory using SVM. We first compute the dissimilarity using information theory and construct a discriminative feature vector based on mutual information. Then a support vector machine is trained to classify the frames as cut or none-cut frames. Experiment results demonstrate our proposed method is effective and outperforms state-of-art methods.",
keywords = "information theory, mutual information, shot boundary detection, SVM",
author = "Jialei Bi and Xianglong Liu and Bo Lang",
year = "2011",
doi = "10.1109/CISP.2011.6099941",
language = "英语",
isbn = "9781424493067",
series = "Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011",
pages = "512--516",
booktitle = "Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011",
note = "4th International Congress on Image and Signal Processing, CISP 2011 ; Conference date: 15-10-2011 Through 17-10-2011",
}