Semantic-event based analysis and segmentation of wedding ceremony videos

Wen-Huang Cheng*, Yung Yu Chuang, Bing Yu Chen, Ja Ling Wu, Shao Yen Fang, Yin Tzu Lin, Chi Chang Hsieh, Chen Ming Pan, Wei Ta Chu, Min Chun Tien

*此作品的通信作者

研究成果: Conference contribution同行評審

7 引文 斯高帕斯(Scopus)

摘要

Wedding is one of the most important ceremonies in our lives. It symbolizes the birth and creation of a new family. In this paper, we present a system for automatically segmenting a wedding ceremony video into a sequence of recognized wedding events, e.g., the couple's wedding kiss. Our goal is to develop an automatic tool for users to efficiently organize, search, and retrieve his/her treasured wedding memories. Furthermore, the event descriptions could benefit and complement the current research in semantic video understanding. Technically, three kinds of event features, i.e., the speech/music discriminator, flashlight detector, and bride indicator, are exploited to build statistical models for each wedding event. Events are then recognized by a hidden Markov model, which takes into account both the fitness of observed features and the temporal rationality of event ordering to improve the segmentation accuracy. We conducted experiments on a rich set of wedding videos, and the results demonstrate the effectiveness of our approach.

原文English
主出版物標題International Multimedia Conference, MM'07 - Proceedings of the 9th ACM SIG Multimedia International Workshop on Multimedia Information Retrieval, MIR'07
頁面95-104
頁數10
DOIs
出版狀態Published - 1 十二月 2007
事件International Multimedia Conference, MM'07 - 9th ACM SIG Multimedia International Workshop on Multimedia Information Retrieval, MIR'07 - Augsburg, Bavaria, Germany
持續時間: 28 九月 200728 九月 2007

出版系列

名字Proceedings of the ACM International Multimedia Conference and Exhibition

Conference

ConferenceInternational Multimedia Conference, MM'07 - 9th ACM SIG Multimedia International Workshop on Multimedia Information Retrieval, MIR'07
國家/地區Germany
城市Augsburg, Bavaria
期間28/09/0728/09/07

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