Shot boundary detection using correlation based spectral residual saliency map

B. H. Shekar, K. P. Uma, K. Raghurama Holla

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

Information present in videos are used by variety of applications like surveillance, intelligent business analysis, high tech education etc. To harness this vital information segmenting the video to its basic architectural unit is required. This paper proposes an approach for shot identification based on spectral residual. The spectral residual of a video frame is obtained by analysing the log spectrum of the frame. The ability of spectral residual to represent the innovative or novelty part of the frame and to provide consolidated representation of the scene makes it promising for video segmentation. The spatial domain representation of spectral residual gives the saliency map. At the shot boundaries there will be variations in the innovative regions of the adjacent frames. Using the correlation between the saliency map of adjacent frames shot boundaries are detected. Experiments conducted on videos from TRECVID 2001 and TRECVID 2007 test dataset show that the proposed approach is simple, fast, reliable and robust for shot boundary detection.

Original languageEnglish
Title of host publication2016 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2016
EditorsJoel J. P. C. Rodrigues, Patrick Siarry, Gregorio Martinez Perez, Raghuvir Tomar, Al-Sakib Khan Pathan, Sameep Mehta, Sabu M. Thampi, Stefano Berretti, Ravi Prakash Gorthi, Al-Sakib Khan Pathan, Jinsong Wu, Jie Li, Vivek Jain, Joel J. P. C. Rodrigues, Mohammed Atiquzzaman, Joel J. P. C. Rodrigues, Punam Bedi, Mohamed Habib Kammoun
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2242-2247
Number of pages6
ISBN (Electronic)9781509020287
DOIs
Publication statusPublished - 02-11-2016
Event5th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2016 - Jaipur, India
Duration: 21-09-201624-09-2016

Publication series

Name2016 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2016

Conference

Conference5th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2016
CountryIndia
CityJaipur
Period21-09-1624-09-16

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Computer Science (miscellaneous)
  • Computer Networks and Communications
  • Hardware and Architecture

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