Title :
An efficient filter structure for multiplierless Sobel edge detection
Author :
Pradabpet, C. ; Ravinu, N. ; Chivapreecha, S. ; Knobnob, B. ; Dejhan, K.
Author_Institution :
Fac. of Sci. & Technol., Phranakhon Si Ayutthaya Rajabhat Univ., Ayutthaya, Thailand
Abstract :
This paper presents a multiplierless Sobel edge detection filter structure based on the gradient of Gaussian lowpass filter concept. This concept is same as the idea that used for evaluation of Sobel edge detection kernels. The proposed Sobel edge detection filter structure consists of 4 sets of the so-called lowpass-type 2nd order 1-D DPF (discrete pascal filter) and the filter structure does not need any multipliers, only 14 adders are needed for realization. Consequently, the high efficiency multiplierless Sobel edge detector can be achieved.
Keywords :
edge detection; low-pass filters; matrix algebra; Gaussian lowpass filter; discrete pascal filter; filter structure; lowpass-type 2nd order 1D DPF; multiplierless Sobel edge detection kernel; Adders; Convolution; Difference equations; Digital filters; Hardware; Image edge detection; Intelligent systems; Kernel; Process design; Read only memory;
Conference_Titel :
Innovative Technologies in Intelligent Systems and Industrial Applications, 2009. CITISIA 2009
Conference_Location :
Monash
Print_ISBN :
978-1-4244-2886-1
Electronic_ISBN :
978-1-4244-2887-8
DOI :
10.1109/CITISIA.2009.5224243