Title :
Morphological classification of CCD frames in a photon counting intensified CCD
Author :
Alderighi, M. ; Mazzei, R.P.G. ; Sala, A. ; Sechi, G.R.
Author_Institution :
Ist. di Fisica Cosmica e Tecnologie Relative, CNR, Milano, Italy
Abstract :
The paper describes the morphological classification of patterns occurring in frames coming from an intensified CCD detector. Classification programs have been designed and implemented according to the Broadcast Automata System model. Classification outcomes are used to verify the goodness of the event data model and to define more accurate training sets for the neural network used for event identification
Keywords :
CCD image sensors; image classification; image intensifiers; learning (artificial intelligence); microchannel plates; neural nets; photon counting; Broadcast Automata System; CCD frames; event identification; microchannel plate; morphological classification; neural network; photon counting intensified CCD; training sets; Automata; Broadcasting; Charge coupled devices; Charge-coupled image sensors; Microchannel; Neural networks; Optical imaging; Synthetic aperture sonar; X-ray detection; X-ray detectors;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 1997. IMTC/97. Proceedings. Sensing, Processing, Networking., IEEE
Conference_Location :
Ottawa, Ont.
Print_ISBN :
0-7803-3747-6
DOI :
10.1109/IMTC.1997.603927
