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Dental Image Analysis for Disease Diagnosis [electronic resource] / by Kavindra R. Jain, N. C. Chauhan.

By: Jain, Kavindra R [author.].
Contributor(s): Chauhan, N. C [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookPublisher: Cham : Springer International Publishing : Imprint: Springer, 2019Edition: 1st ed. 2019.Description: XI, 145 p. 120 illus., 73 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030141363.Subject(s): Biomedical engineering | Dentistry | Signal processing | Radiology | Computer vision | Biomedical Engineering and Bioengineering | Dentistry | Signal, Speech and Image Processing | Radiology | Computer VisionAdditional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleDDC classification: 610.28 Online resources: Click here to access online
Contents:
Introduction -- Domain Study and Literature Review -- Enhancement and Segmentation of Dental Radiographs Using Morphological Operations -- Segmentation of Dental Radiographs Using Active Contour Model -- Multiphase Level Set Segmentation for Roi Extraction from Dental Radiographs -- Clustering Techniques for Dental Image Analysis -- Conclusion and Further Enhancements.
In: Springer Nature eBookSummary: This book provides an overview of computational approaches to medical image examination and analysis in oral radiology utilizing dental radiograph to detect and diagnose dental caries in cases of decayed teeth. Coverage includes basic image processing techniques; approaches for Region of Interest extraction and analysis; and the role of computational clustering techniques for segmentation of teeth and dental caries. The book also presents a novel multiphase level set method for automatic segmentation of dental radiographs.
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Introduction -- Domain Study and Literature Review -- Enhancement and Segmentation of Dental Radiographs Using Morphological Operations -- Segmentation of Dental Radiographs Using Active Contour Model -- Multiphase Level Set Segmentation for Roi Extraction from Dental Radiographs -- Clustering Techniques for Dental Image Analysis -- Conclusion and Further Enhancements.

This book provides an overview of computational approaches to medical image examination and analysis in oral radiology utilizing dental radiograph to detect and diagnose dental caries in cases of decayed teeth. Coverage includes basic image processing techniques; approaches for Region of Interest extraction and analysis; and the role of computational clustering techniques for segmentation of teeth and dental caries. The book also presents a novel multiphase level set method for automatic segmentation of dental radiographs.

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