Video scene retrieval based on local region features

A Anjulan, CN Canagarajah

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

12 Citations (Scopus)
260 Downloads (Pure)

Abstract

This paper describes a novel method for content extraction and scene retrieval for video sequences based on local region descriptors. The local invariant features are obtained for all frames in a sequence and tracked throughout the shot to extract stable features. The scenes in a shot are represented by these stable features rather than features from one or more key frames. Compared to previous key frame based approaches, the proposed method is highly robust to camera and object motions and can withstand severe illumination changes. The proposed approach is applied to scene retrieval experiments and excellent performance is demonstrated
Translated title of the contributionVideo scene retrieval based on local region features
Original languageEnglish
Title of host publicationIEEE International Conference on Image Processing, 2006 (ICIP 2006)
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages3177 - 3180
ISBN (Print)1-4244-0480-0
DOIs
Publication statusPublished - Oct 2006
EventInternational Conference on Image Processing - Atlanta, United States
Duration: 1 Oct 2006 → …

Publication series

Name
ISSN (Print)1522-4880
ISSN (Electronic)2381-8549

Conference

ConferenceInternational Conference on Image Processing
CountryUnited States
CityAtlanta
Period1/10/06 → …

Bibliographical note

ISBN: 1424404819
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Name and Venue of Conference: International Conference on Image Processing, Atlanta, GA
Rose publication type: Conference contribution

Sponsorship: The work reported in this paper has formed part of the ICBR project
within the 3C Research programme of convergent technology research
for digital media processing and communications whose funding and
support is gratefully acknowledged.

Terms of use: Copyright © 2006 IEEE. Reprinted from IEEE International Conference on Image Processing, 2006 (ICIP 2006).

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Keywords

  • scene retrieval
  • invariant features
  • video segmentation
  • feature extraction
  • local region tracks

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