Jain, Kavindra R.
Dental Image Analysis for Disease Diagnosis [electronic resource] / by Kavindra R. Jain, N. C. Chauhan. - 1st ed. 2019. - XI, 145 p. 120 illus., 73 illus. in color. online resource.
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.
9783030141363
10.1007/978-3-030-14136-3 doi
Biomedical engineering.
Dentistry.
Signal processing.
Radiology.
Computer vision.
Biomedical Engineering and Bioengineering.
Dentistry.
Signal, Speech and Image Processing .
Radiology.
Computer Vision.
R856-857
610.28
Dental Image Analysis for Disease Diagnosis [electronic resource] / by Kavindra R. Jain, N. C. Chauhan. - 1st ed. 2019. - XI, 145 p. 120 illus., 73 illus. in color. online resource.
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.
9783030141363
10.1007/978-3-030-14136-3 doi
Biomedical engineering.
Dentistry.
Signal processing.
Radiology.
Computer vision.
Biomedical Engineering and Bioengineering.
Dentistry.
Signal, Speech and Image Processing .
Radiology.
Computer Vision.
R856-857
610.28