This chapter presents an embedded system for image capturing and visual measurement. The
architecture of this system is single processor structure and an ARM processor which operates at 406 MHz is
utilized. The image capturing device is a CMOS camera choosing the OV7620 chip as its core whose grabbing
speed is 30 frames per second. The program code is stored in a Flash memory and running in a SDRAM memory.
The functions include object segmentation, object detection and positioning. The object to be identified is a color
block in experiments. The object segmentation and detection are accomplished by checking the color block.
Experimental results verify the robustness and performance of the proposed system.
Keywords: embedded system, embedded vision, machine vision, ARM, object detection, object segmentation,
object positioning, CMOS camera, PNP method, RANSAC.