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Published in:

Volume 7 Issue 6
June-2020
eISSN: 2349-5162

Unique Identifier

JETIR2006071

Page Number

482-491

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Title

Shot boundary detection by bidirectional emperial mode decomposition

ISSN

2349-5162

Cite This Article

"Shot boundary detection by bidirectional emperial mode decomposition", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 6, page no.482-491, June-2020, Available :http://www.jetir.org/papers/JETIR2006071.pdf

Abstract

Shot boundary detection is the fundamental step of video retrieval, summarization, and analysis. In our paper, bidirectional empirical mode decomposition (BEMD) is presented into the shot boundary detection method. Using this method, every frame present in videos is decomposed by BEMD into a series of Intrinsic Mode Function images and a residue image. The IMF image having the lowest frequency of each frame is cast-off and an auxiliary frame is composed back by the other IMF images and the residue image. By employing these substitute frames to compute variances of adjacent frames unwanted detections are avoided which may be caused by immediate illumination changes. Further to avoid unwanted detections caused due to object motions, we have also applied a region-based object tracking method. The results proposed in this paper demonstrate that the precision of detecting shot boundaries is significantly improved.

Key Words

Bidirectional Empirical Mode Distribution (BEMD), CBIR, Shot Boundary Detection (SBD), RAI Dataset, Video Frame.

Cite This Article

"Shot boundary detection by bidirectional emperial mode decomposition", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 6, page no. pp482-491, June-2020, Available at : http://www.jetir.org/papers/JETIR2006071.pdf

Publication Details

Published Paper ID: JETIR2006071
Registration ID: 233926
Published In: Volume 7 | Issue 6 | Year June-2020
DOI (Digital Object Identifier):
Page No: 482-491
ISSN Number: 2349-5162

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Cite This Article

"Shot boundary detection by bidirectional emperial mode decomposition", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 6, page no. pp482-491, June-2020, Available at : http://www.jetir.org/papers/JETIR2006071.pdf




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