Shot reconstruction degree: A novel criterion for key frame selection

Tieyan Liu, Xudong Zhang, Jian Feng, Kwok Tung Lo

Research output: Journal article publicationJournal articleAcademic researchpeer-review

56 Citations (Scopus)

Abstract

In this paper, the authors treat the key frame extraction problem from a viewpoint of shot reconstruction. As a result, a novel criterion called shot reconstruction degree (SRD) is proposed for key frame selection based on the degree of retaining motion dynamics of a video shot. Compared with the widely used fidelity criterion, the key frame set produced by SRD can better capture the detailed dynamics of the shot. Using the new SRD criterion, a novel inflexion-based key frame selection algorithm is developed. Simulation results show that the new algorithm results in good performance in terms of both fidelity and shot reconstruction degree.
Original languageEnglish
Pages (from-to)1451-1457
Number of pages7
JournalPattern Recognition Letters
Volume25
Issue number12
DOIs
Publication statusPublished - 1 Sep 2004

Keywords

  • Key frame selection
  • Video content analysis
  • Video summarization

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition
  • Signal Processing
  • Electrical and Electronic Engineering

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