Year 2017, Volume 5 , Issue 2, Pages 66 - 72 2017-09-01

Scene Change Detection using Different Color Pallets and Performance Comparison

Faruk BULUT [1] , Shaira OSMANI [2]


In the world of massive uploaded videos, to be able to cover the content of a video at a glance becomes a necessity since there is no enough time to watch the whole video for an individual. Looking at frames of different scenes in a video gives a brief idea of the content, when each different scene images are listed to be checked by the user. In this study, an approach using various color palettes is proposed to be able to detect the different scenes of a video. In the proposed method, color histogram values of sequential frames firstly are calculated. If the difference in the histogram values of the pair frames in sequence is over a threshold value (percentage of change), scene change is detected. In the experimental studies, 3-Bit RGB (Red Green Blue), 6-Bit RGB, 8-Bit RGB, 9-Bit RGB, 1-Bit Binary, 4-Bit Gray, and 8-Bit Gray palettes are implemented over a list of video files and compared. In the comparisons of palettes, accuracy, precision, recall, and F1-Score performance metrics are used. In the performance accuracy controls, 6-Bit RGB color pallet with a threshold level value of 35% has been experimented as the best of all. 

Scene change detection, RGB and gray palettes, histogram
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Journal Section Araştırma Articlessi
Authors

Author: Faruk BULUT
Country: Turkey


Author: Shaira OSMANI
Country: Pakistan


Dates

Publication Date : September 1, 2017

Bibtex @research article { bajece336217, journal = {Balkan Journal of Electrical and Computer Engineering}, issn = {2147-284X}, address = {}, publisher = {Balkan Yayın}, year = {2017}, volume = {5}, pages = {66 - 72}, doi = {10.17694/bajece.336217}, title = {Scene Change Detection using Different Color Pallets and Performance Comparison}, key = {cite}, author = {Bulut, Faruk and Osmanı, Shaira} }
APA Bulut, F , Osmanı, S . (2017). Scene Change Detection using Different Color Pallets and Performance Comparison . Balkan Journal of Electrical and Computer Engineering , 5 (2) , 66-72 . DOI: 10.17694/bajece.336217
MLA Bulut, F , Osmanı, S . "Scene Change Detection using Different Color Pallets and Performance Comparison" . Balkan Journal of Electrical and Computer Engineering 5 (2017 ): 66-72 <https://dergipark.org.tr/en/pub/bajece/issue/36585/336217>
Chicago Bulut, F , Osmanı, S . "Scene Change Detection using Different Color Pallets and Performance Comparison". Balkan Journal of Electrical and Computer Engineering 5 (2017 ): 66-72
RIS TY - JOUR T1 - Scene Change Detection using Different Color Pallets and Performance Comparison AU - Faruk Bulut , Shaira Osmanı Y1 - 2017 PY - 2017 N1 - doi: 10.17694/bajece.336217 DO - 10.17694/bajece.336217 T2 - Balkan Journal of Electrical and Computer Engineering JF - Journal JO - JOR SP - 66 EP - 72 VL - 5 IS - 2 SN - 2147-284X- M3 - doi: 10.17694/bajece.336217 UR - https://doi.org/10.17694/bajece.336217 Y2 - 2017 ER -
EndNote %0 Balkan Journal of Electrical and Computer Engineering Scene Change Detection using Different Color Pallets and Performance Comparison %A Faruk Bulut , Shaira Osmanı %T Scene Change Detection using Different Color Pallets and Performance Comparison %D 2017 %J Balkan Journal of Electrical and Computer Engineering %P 2147-284X- %V 5 %N 2 %R doi: 10.17694/bajece.336217 %U 10.17694/bajece.336217
ISNAD Bulut, Faruk , Osmanı, Shaira . "Scene Change Detection using Different Color Pallets and Performance Comparison". Balkan Journal of Electrical and Computer Engineering 5 / 2 (September 2017): 66-72 . https://doi.org/10.17694/bajece.336217
AMA Bulut F , Osmanı S . Scene Change Detection using Different Color Pallets and Performance Comparison. Balkan Journal of Electrical and Computer Engineering. 2017; 5(2): 66-72.
Vancouver Bulut F , Osmanı S . Scene Change Detection using Different Color Pallets and Performance Comparison. Balkan Journal of Electrical and Computer Engineering. 2017; 5(2): 66-72.
IEEE F. Bulut and S. Osmanı , "Scene Change Detection using Different Color Pallets and Performance Comparison", Balkan Journal of Electrical and Computer Engineering, vol. 5, no. 2, pp. 66-72, Sep. 2017, doi:10.17694/bajece.336217