Title :
Fuzzy Motion-Adaptive Interpolation With Picture Repetition Detection for Deinterlacing
Author :
Brox, Piedad ; Baturone, Iluminada ; Sánchez-Solano, Sántiago
Author_Institution :
Microelectron. Inst. of Seville, CSIC, Seville, Spain
Abstract :
A novel fuzzy motion-adaptive deinterlacing algorithm is presented in this paper. It uses fuzzy logic to interpolate between two processing modes, i.e., a spatial (IS) and a temporal (IT) interpolator. Furthermore, the temporal interpolator employs a very simple fuzzy inference system to implement a smart temporal interpolation that locally adapts to the features of the television (TV) material, such as possible picture repetition modes in the fields or in part of the fields (hybrid material). The combination of both systems provides effective results with a low cost in terms of computational resources.
Keywords :
fuzzy logic; fuzzy reasoning; fuzzy set theory; image motion analysis; interpolation; video signal processing; computational resources; fuzzy inference system; fuzzy logic; fuzzy motion-adaptive deinterlacing algorithm; fuzzy motion-adaptive interpolation; picture repetition detection; smart temporal interpolation; television material; temporal interpolator; Deinterlacing; fuzzy inference systems; motion adaptive; picture repetition mode detection; pull-down; video signal processing;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2009.2016791