DocumentCode :
598660
Title :
Remarks on a novel statistical histogram — Average Scene Cumulative Histogram
Author :
Li Jinping ; Min Qin ; Xia Yingjie ; Han Yanbin
Author_Institution :
Sch. of Inf. Sci. & Eng., Univ. of Jinan, Jinan, China
fYear :
2012
fDate :
11-13 Aug. 2012
Firstpage :
253
Lastpage :
257
Abstract :
Average Scene Cumulative Histogram (ASCH), first introduced in our previous researches, is defined as the average after the sum of histograms of all frames in a scene; however, many important properties are not discussed yet. In the present paper, we point out that, under thorough sampling, ASCH can not only reflect various observation angles of a scene, but also the observation habits and laws of human beings for the corresponding scene. By making use of multiple color space (MCS), we apply ASCH to the classification of video scenes. Experiments indicate the correctness of the preceding finding and the effectiveness of the application of ASCH in the scene classification.
Keywords :
image classification; image colour analysis; statistical analysis; video signal processing; ASCH; MCS; average scene cumulative histogram; multiple color space; statistical histogram; video scene classification; Cities and towns; Classification algorithms; Ferroelectric films; Nonvolatile memory; Random access memory; Average Scene Cumulative Histogram; multiple color spaces; video scene classification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Granular Computing (GrC), 2012 IEEE International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-2310-9
Type :
conf
DOI :
10.1109/GrC.2012.6468654
Filename :
6468654
Link To Document :
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