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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Paper Title
DETECTION OF ADVERTISEMENT VIDEO SHOTS AMONG NORMAL SHOTS USING MFCC FEATURES OF AUDIO
Authors
Soumya Majumdar, K. Sreenivasa Rao
Keywords
Advertisement detection, Mel frequency ceptral coefficient, Static Threshold, Dynamic Threshold.
Abstract
Scene boundary detection is crucial in applications like scene segmentation and video skimming, but the presence of ad clips makes it difficult. There are some existing methods based on visual, audio-visual and audio-only features. The existing audio-only feature-based method depends on short silences between program and ad or between ads. Still, short silences can also be present inside the program, affecting performance. So we proposed a detection method for ad shots using MFCC features. MFCC is a basic speech feature based on short-term spectral. We used the average of MFCC for a shot and determined the threshold for detection purposes. We used four episodes of The Big Bang Theory as our dataset. Our method is the first method that uses MFCC features for ad detection and explores the relation between video contents and MFCC features.
IJCRT's Publication Details
Unique Identification Number - IJCRT2207360
Paper ID - 223367
Page Number(s) - c753-c758
Pubished in - Volume 10 | Issue 7 | July 2022
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.30977
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Soumya Majumdar, K. Sreenivasa Rao, "DETECTION OF ADVERTISEMENT VIDEO SHOTS AMONG NORMAL SHOTS USING MFCC FEATURES OF AUDIO", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 7, pp.c753-c758, July 2022, Available at :http://www.ijcrt.org/papers/IJCRT2207360.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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