Title :
A new content based median filter
Author :
Louverdis, Gerasimos ; Andreadis, Ioannis ; Gasteratos, Antonios
Author_Institution :
Dept. of Electr. & Comput. Eng., Democritus Univ. of Thrace, Xanthi, Greece
Abstract :
In this paper the hardware implementation of a content based median filter suitable for real-time impulse noise suppression is presented. The function of the proposed circuitry is adaptive; it detects the existence of impulse noise in an image neighborhood and applies the median filter operator only when necessary. In this way, the blurring of the image in process is avoided and the integrity of edge and detail information is preserved. The proposed digital hardware structure is capable of processing gray-scale images of 8-bit resolution and is fully pipelined, whereas parallel processing is used to minimize computational time. The architecture presented was implemented in FPGA and it can be used in industrial imaging applications, where fast processing is of the utmost importance. The typical system clock frequency is 55 MHz.
Keywords :
field programmable gate arrays; image colour analysis; image denoising; image filtering; image restoration; impulse noise; median filters; parallel processing; FPGA; computational time; content based median filter; field programmable gate arrays; gray-scale images; image neighborhood; impulse noise suppression; industrial imaging applications; median filter operator; parallel processing; system clock frequency; Abstracts; Adders; Arrays; Image resolution; Multiplexing; Pins;
Conference_Titel :
Signal Processing Conference, 2004 12th European
Conference_Location :
Vienna
Print_ISBN :
978-320-0001-65-7