Video shot boundary detection: Seven years of TRECVid activity

被引:156
|
作者
Smeaton, Alan F. [1 ]
Over, Paul [2 ]
Doherty, Aiden R. [1 ]
机构
[1] Dublin City Univ, CLARITY, Ctr Sensor Web Technol, Dublin 9, Ireland
[2] Natl Inst Stand & Technol, Informat Access Div, Gaithersburg, MD 20899 USA
基金
爱尔兰科学基金会;
关键词
Shot boundary detection; TRECVid; Evaluation; REFINEMENT;
D O I
10.1016/j.cviu.2009.03.011
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Shot boundary detection (SBD) is the process of automatically detecting the boundaries between shots in video. It is a problem which has attracted much attention since video became available in digital form as it is an essential pre-processing step to almost all video analysis, indexing, summarisation, search, and other content-based operations. Automatic SBD was one of the tracks of activity within the annual TRECVid benchmarking exercise, each year from 2001 to 2007 inclusive. Over those seven years we have seen 57 different research groups from across the world work to determine the best approaches to SBD while using a common dataset and common scoring metrics. In this paper we present an overview of the TRECVid shot boundary detection task, a high-level overview of the most significant of the approaches taken, and a comparison of performances, focussing on one year (2005) as an example. (C) 2009 Elsevier Inc. All rights reserved.
引用
收藏
页码:411 / 418
页数:8
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