Paper
9 June 2008 Development of a mount classifier based on the invariant Zernike moments method
Author Affiliations +
Proceedings Volume 6791, Saratov Fall Meeting 2007: Optical Technologies in Biophysics and Medicine IX; 67910M (2008) https://doi.org/10.1117/12.803981
Event: Saratov Fall Meeting 2007: Optical Technologies in Biophysics and Medicine IX, 2006, Saratov, Russian Federation
Abstract
Traditional biological and chemical methods for pathogen identification require complicated sample preparation for reliable results. The process of identification of malignant and non-malignant growths is not easier. Optical scattering method may be useful to detect bacterial cells in suspension and to determine malignant and non-malignant growths. Orthogonal Zernike moments of different order were used to analyze speckle patterns, which are formed by irradiated object of interests. Being irradiated by light every object forms a unique speckle pattern. Due to the originality of every single speckle pattern they may be used to obtain some information about object that formed this pattern.
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Irina L. Maksimova and Alexander S. Ulyanov "Development of a mount classifier based on the invariant Zernike moments method", Proc. SPIE 6791, Saratov Fall Meeting 2007: Optical Technologies in Biophysics and Medicine IX, 67910M (9 June 2008); https://doi.org/10.1117/12.803981
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KEYWORDS
Speckle pattern

Feature extraction

Pathogens

Image classification

Tissues

Cameras

Image processing

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