Plot preservation approach for video summarization

Author

Lim, Yeosun ; Uh, Youngjung ; Byun, Hyeran

Author_Institution

Dept. of Comput. Sci., Yonsei Univ., Seoul, South Korea

fYear

2011

fDate

9-12 Oct. 2011

Firstpage

67

Lastpage

71

Abstract

This paper presents an effective method for summarizing content of the video with plot preserved. The proposed method provides static video summary and consists of three major procedures (1) extracting keyframes regarding temporal information, (2) estimating Region of Interest (ROI) from the extracted frames, and (3) assembling the ROI into one image by arranging them according to the temporal order and their size, while they blend each other smoothly. In each process, we make the method concise for computational complexity. Experiment on various types of video (e.g. movie, animation, home video) demonstrates that the proposed method generates expressive video summarization and conserves the plot information. The main contribution relies on reflecting temporal information in video summarization.

Keywords

feature extraction; video signal processing; computational complexity; keyframe extraction; plot preservation approach; region-of-interest estimation; temporal information; video summarization; Animation; Clustering algorithms; Conferences; Data mining; Image color analysis; Quantization; Streaming media; collage; keyframe; plot; video-representation; video-summarization;

fLanguage

English

Publisher

ieee

Conference_Titel

Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on

Conference_Location

Anchorage, AK

ISSN

1062-922X

Print_ISBN

978-1-4577-0652-3

Type

conf

DOI

10.1109/ICSMC.2011.6083644

Filename

6083644