Title :
A neural network systems approach to image processing
Author :
Harston, Craig T.
Author_Institution :
Comput. Application Syst. Inc., Signal Mountain, TN, USA
Abstract :
Development of high levels of intelligence with single neural network approaches is difficult; however, combinations of neural networks can provide higher levels of intelligence. A neural network image analysis systems (NNIAS) was developed by coordinating several networks. This neural network systems approach successfully identified and located objects in digitized images. This system of networks performed better than single large or small networks and surpassed human performance
Keywords :
computerised picture processing; neural nets; computerised picture processing; image analysis; image processing; neural network systems; Data mining; Feature extraction; Humans; Image processing; Intelligent networks; Intelligent robots; Intelligent sensors; Machine intelligence; Nervous system; Neural networks;
Conference_Titel :
Systems, Man, and Cybernetics, 1991. 'Decision Aiding for Complex Systems, Conference Proceedings., 1991 IEEE International Conference on
Conference_Location :
Charlottesville, VA
Print_ISBN :
0-7803-0233-8
DOI :
10.1109/ICSMC.1991.169907