Buch, Englisch, 316 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 664 g
Pattern Recognition and Tomographic Reconstruction
Buch, Englisch, 316 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 664 g
ISBN: 978-1-4614-1820-7
Verlag: Springer
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.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
- Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
- Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Mikrowellentechnik
- Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
Weitere Infos & Material
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.
