Title :
A VLSI Architecture Suitable for Mid-Level Image Processing
Author :
Dessbesell, Gustavo F. ; Pacheco, Marcio A. ; Martins, Joao B dos S ; Molz, Rolf Fredi
Author_Institution :
Dept. of Comput. & Electron. Fed., Univ. of Santa Maria, Santa Maria
Abstract :
Despite the constant research in this field in the last 40 years, computer vision still remains as a very challenging task. Computer vision techniques used to be categorized into levels, according to the amount of cognition embodied and the output provided. Taking into account the 3-levels approach, the goal of this work is the development of a VLSI architecture suitable for mid-level processing tasks. A software evaluation has been followed by its hardware equivalent implementation. The resulting architecture takes 11,165 logic elements and proved to be around 2.5 times faster than its software counterpart.
Keywords :
VLSI; computer vision; logic devices; VLSI architecture; computer vision; hardware equivalent implementation; logic elements; mid-level image processing; software evaluation; Character recognition; Cognition; Computer architecture; Computer vision; Image processing; Informatics; Labeling; Licenses; Pattern recognition; Very large scale integration;
Conference_Titel :
Programmable Logic, 2008 4th Southern Conference on
Conference_Location :
San Carlos de Bariloche
Print_ISBN :
978-1-4244-1992-0
DOI :
10.1109/SPL.2008.4547737