Automated Key-frame Detection on MPEG Format Lecture Video

碩士 === 國立臺灣師範大學 === 資訊教育學系 === 94 === Key-frame extraction is an important pre-process step before video indexing and retrieval. For lecture videos, key-frames are defined to be those involving slide-changing frames. This thesis proposes an efficient algorithm for automatic slide-change detection...

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Bibliographic Details
Main Authors: Min-Nan Tsai, 蔡明男
Other Authors: Greg C. Lee
Format: Others
Language:zh-TW
Published: 2006
Online Access:http://ndltd.ncl.edu.tw/handle/47854321726197994455
Description
Summary:碩士 === 國立臺灣師範大學 === 資訊教育學系 === 94 === Key-frame extraction is an important pre-process step before video indexing and retrieval. For lecture videos, key-frames are defined to be those involving slide-changing frames. This thesis proposes an efficient algorithm for automatic slide-change detection of MPEG format lectures videos. The proposed algorithm is based on analyzing the regional differences of the dc-values of the Y-channel of I-frames of the MPEG compressed video. Experimental results show that the proposed algorithm is fast and effective in detecting slide-changing frames while suppressing those involving intensity changes due to non-slide-changing activities.