Title :
Implementation of edge detection using FPGA & model based approach
Author :
Dash, P.K. ; Pujari, Shashank ; Nayak, Sofia
Author_Institution :
Dept. of Electr. Eng., Inst. of Tech. Educ. & Res., Khandagiri, India
Abstract :
This paper describes the implementation of SOBEL and PREWITT APPROACH for edge detection in video and image processing applications using FPGA and Model Based Approach. The main theme behind this work is to understand the video image processing techniques which are used for edge detection on video and images. On Model Based Approach it explains the edge detection of video taking directly from webcam and how to read a video from the hard drive. Simulink becomes a key component for Model Based Approach. Edge detection model can be done using image processing block sets from Simulink Library of Mat-lab. For FPGA implementation the entire video image edge detection algorithm is implemented on CYCLONE II FPGA device using ALTERA DE2 FPGA KIT. The input video or image come from a NTSC/PAL camera and the edge detected images are displayed on a VGA monitor. The functional implementation of all processes using VHDL code of FPGA has been compiled on ALTERA QUARTUS-II software tool.
Keywords :
edge detection; field programmable gate arrays; video signal processing; ALTERA DE2 FPGA kit; ALTERA QUARTUS-II software tool; CYCLONE II FPGA device; Matlab; NTSC/PAL camera; PREWITT; SOBEL; Simulink library; VGA monitor; VHDL code; edge detection model; hard drive; image processing applications; video image edge detection algorithm; video image processing techniques; video processing applications; webcam; Field programmable gate arrays; Image color analysis; Image edge detection; Mathematical model; Software packages; Streaming media; altera; cyclone-ii; edge detection; fpga; simulink; vhdl;
Conference_Titel :
Information Communication and Embedded Systems (ICICES), 2014 International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4799-3835-3
DOI :
10.1109/ICICES.2014.7033990