Title :
Fuzzy detection of edge-direction for video line doubling
Author :
Michaud, François ; Le Dinh, Chon Tam ; Lachiver, Gérard
Author_Institution :
Dept. of Electr. & Comput. Eng., Sherbrooke Univ., Que., Canada
fDate :
6/1/1997 12:00:00 AM
Abstract :
Video line doubling can be realized using time-space interpolation filters. To improve their performances for moving diagonal lines, we have developed a fuzzy edge-direction detector. This fuzzy detector works by identifying small pixel variations in five orientations (0°, ±45°, and ±60°) and by using rules to infer the prevailing direction. This direction is then used to spatially rotate the interpolation filter. For the fuzzy detector, three fuzzy sets are used to characterize the inputs, and two rule bases have been validated. This article presents the characteristics of the fuzzy edge-direction detector along with the methodology used for fuzzy sets positioning. Detection and interpolation results are also presented
Keywords :
digital filters; edge detection; fuzzy set theory; interpolation; video signal processing; edge-direction; fuzzy edge-direction detector; fuzzy sets; moving diagonal lines; orientations; pixel variation; positioning; rule bases; time-space interpolation filters; video line doubling; Detectors; Fuzzy control; Fuzzy logic; Fuzzy sets; High definition video; Image converters; Image edge detection; Interpolation; Nonlinear filters; Signal processing;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on