Pattern recognition with a digital holographic microscope working in partially coherent illumination

Dubois, Frank; Minetti, Christophe; Monnom, Olivier; Yourassowsky, Catherine; Legros, Jean-Claude; Kischel, Philippe

doi:10.1364/AO.41.004108

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Pattern recognition with a digital holographic microscope working in partially coherent illumination

Dubois, Frank; Minetti, Christophe; Monnom, Olivier et al.

2002 • In Applied optics. Optical Technology and Biomedical Optics, 41 (20), p. 4108-4119

Peer Reviewed verified by ORBi

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https://hdl.handle.net/2268/12068

DOI
10.1364/AO.41.004108

PubMed
12141510

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Abstract :

[en] We describe the implementation of the automatic spatial-frequency-selection filter for recognition of patterns obtained with a digital holographic microscope working with a partially coherent source. The microscope provides the complex-optical-amplitude field that allows a refocusing plane-by-plane of the sample under investigation by numerical computation of the optical propagation. By inserting a correlation filter in the propagation equation, the correlation between the filter and the propagated optical field is obtained. In this way, the pattern is located in the direction of the optical axis. Owing to the very weak noise level generated by the partially coherent source, the correlation process is shift invariant. Therefore the samples can be located in the three dimensions. To have a robust recognition process, a generalized version of the automatic spatial-frequency-selection filters has been implemented. The method is experimentally demonstrated in a two-class problem for the recognition of protein crystals. (C) 2002 Optical Society of America.

Disciplines :

Electrical & electronics engineering

Author, co-author :

Dubois, Frank

Minetti, Christophe

Monnom, Olivier

Yourassowsky, Catherine

Legros, Jean-Claude

Kischel, Philippe ; Université de Liège - ULiège > Département des sciences biomédicales et précliniques > Labo de recherche sur les métastases

Language :

English

Title :

Pattern recognition with a digital holographic microscope working in partially coherent illumination

Publication date :

10 July 2002

Journal title :

Applied optics. Optical Technology and Biomedical Optics

ISSN :

1540-8981

eISSN :

1539-4522

Publisher :

Optical Soc Amer, Washington, United States - Washington

Volume :

Issue :

Pages :

4108-4119

Peer reviewed :

Peer Reviewed verified by ORBi

Additional URL :

http://www.opticsinfobase.org/abstract.cfm?URI=ao-41-20-4108

Name of the research project :

MICADO

Funders :

DGTRE - Région wallonne. Direction générale des Technologies, de la Recherche et de l'Énergie

Available on ORBi :

since 04 May 2009

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