Title :
A high-level tool for the design of custom image processing systems
Author :
Martins, Sérgio ; Alves, José Carlos
Author_Institution :
FEUP, Porto, Portugal
fDate :
30 Aug.-3 Sept. 2005
Abstract :
Real-time image processing is a computational intensive task with applications in various engineering fields. In several image processing applications, a significant amount of computing power is committed to image enhancement operations, basic segmentation and identification of regions of interest for further analysis. Such type of front-end processing can be done efficiently by custom data-flow processors closely coupled to an image sensor. This paper proposes a visual design environment to support the high-level design of custom data-flow processors for real-time image analysis applications. The tool is embedded in Matlab/Simulink, and the system modeling is done using a library of blocks that implement common low-level image processing operations. Functional validation is performed efficiently by the simulation engine of Simulink in a frame by frame basis, using the functions provided by the image processing toolbox in Matlab. The automatic generation of a synthesizable RTL model guarantees a logic implementation of the system that complies to the high-level model validated, under constraints imposed by the user and the target reconfigurable device.
Keywords :
data flow analysis; field programmable gate arrays; high level synthesis; image enhancement; image processing; image segmentation; image sensors; real-time systems; reconfigurable architectures; Matlab; RTL model; Simulink; automatic generation; custom data-flow processor; custom image processing system; front-end processing; functional validation; high-level design; high-level tool; image analysis application; image enhancement operation; image segmentation; image sensor; logic implementation; real-time image processing; reconfigurable device; simulation engine; system modeling; visual design environment; Image analysis; Image enhancement; Image processing; Image segmentation; Image sensors; Libraries; Mathematical model; Modeling; Power engineering and energy; Power engineering computing;
Conference_Titel :
Digital System Design, 2005. Proceedings. 8th Euromicro Conference on
Print_ISBN :
0-7695-2433-8