Title :
Multi-histogram based scene change detection for frame rate up-conversion
Author :
Suk-Ju Kang ; Sung In Cho ; Sungjoo Yoo ; Young Hwan Kim
Author_Institution :
Dept. of Electr. Eng., Dong-A Univ., Busan, South Korea
Abstract :
In this paper, we propose a new scene change detection method based on multi-histogram for frame rate up-conversion. The proposed method manages multiple per-block histograms to extract the locality of image change. Thus, it can detect local scene change as well as global scene change between frames. Experiments show that the proposed method improves by 14.05dB the image quality of the interpolated frame with the local scene change.
Keywords :
image processing; interpolation; motion compensation; natural scenes; frame rate up conversion; global scene change; image change; image quality; interpolated frame; local scene change; multihistogram based scene change detection; per block histogram; Consumer electronics; Correlation; Electrical engineering; Histograms; Image quality; PSNR; Vectors;
Conference_Titel :
Consumer Electronics (ICCE), 2013 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4673-1361-2
DOI :
10.1109/ICCE.2013.6486916