An effort to develop a neural network-based system that is capable of analyzing images for the presence of particular features is reported. In particular, the system would automatically analyze X-ray images as part of a non-destructive evaluation (NDE) function. Of particular interest is the development of neural network-based systems that can easily and inexpensively be retained when design changes are made in parts to be inspected. Backpropagation networks with one hidden layer, based on classification and image compression concepts, were designed and tested with X-rays of Army M764 fuzes.
|Original language||English (US)|
|Number of pages||8|
|Journal||Conference Record - Asilomar Conference on Circuits, Systems & Computers|
|State||Published - Dec 1 1991|
|Event||24th Asilomar Conference on Signals, Systems and Computers Part 2 (of 2) - Pacific Grove, CA, USA|
Duration: Nov 5 1990 → Nov 7 1990
ASJC Scopus subject areas