Title :
Spatio-temporal edge-based weighted fuzzy filtering for providing interlaced video on a progressive display
Author :
Jeon, Gwanggil ; Falcón, Rafael ; Lee, Joohyun ; Jeong, Jechang
Author_Institution :
Dept. of Electron. & Comput. Eng., Hanyang Univ., Seoul
Abstract :
In this paper, we propose a new weighted fuzzy filter, which selectively uses spatial and temporal information. The accuracy of the edge direction detection, motion detection, and interpolation is crucial key factors to obtain excellent visual quality in deinterlaced images. The adopted fuzzy concepts are utilized to design a weight-evaluating technique. The weights were considered to be multiplied by the candidate deinterlaced pixels. Experimental results demonstrate that the proposed deinterlacing method performs better than previous techniques.
Keywords :
edge detection; filtering theory; fuzzy set theory; image motion analysis; interpolation; video signal processing; deinterlaced images; deinterlaced pixels; edge direction detection; interlaced video; motion detection; progressive display; spatio-temporal edge-based weighted fuzzy filtering; temporal information; visual quality; weight-evaluating technique; Computer displays; Fuzzy control; Fuzzy sets; Image edge detection; Information filtering; Information filters; Interpolation; Motion detection; Plasma displays; TV;
Conference_Titel :
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1818-3
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2008.4630374