DocumentCode
350945
Title
Real-time image interpretation on a multi-layer architecture
Author
Ercan, M. Fikret ; Fung, Yu-Fai
Author_Institution
Dept. of Electr. Eng., Singapore Polytech., Singapore
Volume
2
fYear
1999
fDate
36495
Firstpage
1303
Abstract
Real-time image interpretation is required in many applications. Due to the computational complexity of the problem, dedicated architectures are needed for achieving real-time processing. In real-time applications, image frames are continuously fed to the computer vision system and three different levels of operations are performed on each image frame. Multi-layer systems, such as the pyramid architecture, provide an efficient means to solve those problems by exploiting parallelism in both spatial and temporal domain. We present techniques applied to solve an image processing problem using a three-layer architecture and demonstrate the system´s ability to conduct these operations in real-time
Keywords
computational complexity; feature extraction; image processing; parallel algorithms; parallel architectures; real-time systems; computational complexity; computer vision system; data parallelism; feature extraction; image frames; image processing; multi-layer architecture; multi-layer systems; multiprocessor systems; parallel algorithm; parallel architecture; pyramid architecture; real-time applications; real-time image interpretation; real-time processing; spatial domain; temporal domain; three-layer architecture; Application software; Computer architecture; Data mining; Detectors; Feature extraction; Image edge detection; Image processing; Layout; Parallel processing; Real time systems;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON 99. Proceedings of the IEEE Region 10 Conference
Conference_Location
Cheju Island
Print_ISBN
0-7803-5739-6
Type
conf
DOI
10.1109/TENCON.1999.818668
Filename
818668
Link To Document