Particle-size distribution determination using optical sensing and neural networks

We present an inverse technique to determine particle-size distributions by training a layered perception neural network with optical backscattering measurements at three wavelengths. An advantage of this approach is that, even though the training may take a long time, once the neural network is tra...

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Veröffentlicht in:Optics letters 1990-11, Vol.15 (21), p.1221-1223
Hauptverfasser: ISHIMARU, A, MARKS, R. J, LEUNG TSANG, LAM, C. M, PARK, D. C, SHINZO KITAMURA
Format: Artikel
Sprache:eng
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Zusammenfassung:We present an inverse technique to determine particle-size distributions by training a layered perception neural network with optical backscattering measurements at three wavelengths. An advantage of this approach is that, even though the training may take a long time, once the neural network is trained the inverse problem of obtaining size distributions can be solved speedily and efficiently.
ISSN:0146-9592
1539-4794
DOI:10.1364/OL.15.001221