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Terahertz Imaging for Biomedical Applications
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Pattern Recognition and Tomographic Reconstruction
Paperback
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Artikel-Nr:
9781489991546
Veröffentl:
2014
Einband:
Paperback
Erscheinungsdatum:
16.04.2014
Seiten:
332
Autor:
Xiaoxia Yin
Gewicht:
505 g
Format:
235x155x19 mm
Sprache:
Englisch
Beschreibung:
Terahertz biomedical imaging has become an area of interest due to its ability to simultaneously acquire both image and spectral information. Terahertz imaging systems are being commercialized, with increasing trials performed in a biomedical setting. As a result, advanced digital image processing algorithms are needed to assist screening, diagnosis, and treatment. "Pattern Recognition and Tomographic Reconstruction" presents these necessary algorithms, which will play a critical role in the accurate detection of abnormalities present in biomedical imaging. Terhazertz tomographic imaging and detection technology contributes to the ability to identify opaque objects with clear boundaries, and would be useful to both in vivo and ex vivo environments, making this book a must-read for anyone in the field of biomedical engineering and digital imaging.
Terahertz biomedical imaging can simultaneously acquire both image and spectral information. This book presents advanced digital image processing algorithms for Terahertz biomedical imaging, to assist screening, diagnosis, and treatment.
Introduces terahertz radiation techniques and provides a number of topical examples of signal and image processing, as well as machine learning
Introduction and Motivation to Terahertz Radiation.- Terahertz Sources and Detectors.- Terahertz Imaging Modes.- Terahertz Imaging Analysis.- Pattern Formation and Recognition Using T-rays.- Wavelet Transforms.- Feature Extraction and Selection.- Pattern Classification.- THz Pattern Recognition Experiments.- Terahertz Computed Tomography.- 2D Wavelet Segmentation in 3D T-ray CT.- Wavelet-Based Terahertz Coherent Local Tomography.- Local CT Using a THz QCL.- Conclusions and Outlook.