Title :
Positional analysis-based scene-change detection algorithm
Author_Institution :
Dong-A Univ., South Korea
Abstract :
This paper proposes a novel scene-change detection to recognize the change in a moving image for the frame rate up-conversion. The proposed algorithm calculates two-dimensional histogram. Then, it performs the positional analysis to extract a histogram shape and finally detects the scene change. In the experimental results, the proposed algorithm enhanced the average F1 score, compared to the benchmark methods.
Keywords :
image recognition; motion estimation; 2D histogram; frame rate up-conversion; histogram shape; moving image recognition; positional analysis; scene-change detection algorithm;
Conference_Titel :
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-7542-6
DOI :
10.1109/ICCE.2015.7066299