Title :
High performance computing in image processing and computer vision
Author_Institution :
Sch. of Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
Image processing and computer vision are natural applications for high performance computing (here considered to be general-purpose parallel supercomputing), but there are many barriers to its effective use in computer vision. These barriers are described, two systems (the Carnegie Mellon ALVINN system and the animate vision model at Rochester) that overcame them are discussed, and then a world-wide survey is taken of application of HPC to image processing and computer vision. Finally, the future of this field is described
Keywords :
computer vision; Carnegie Mellon ALVINN system; Rochester; animate vision model; computer vision; general-purpose parallel supercomputing; high performance computing; image processing; Application software; Computer aided manufacturing; Computer vision; Costs; Delay; High performance computing; Image processing; Robot vision systems; Scientific computing; Supercomputers;
Conference_Titel :
Pattern Recognition, 1994. Vol. 3 - Conference C: Signal Processing, Proceedings of the 12th IAPR International Conference on
Conference_Location :
Jerusalem
Print_ISBN :
0-8186-6275-1
DOI :
10.1109/ICPR.1994.577165
