Stergios Stergiopoulos
Discover the Applicability, Benefits, and Potential of New Technologies
As advances in algorithms and computer technology have bolstered the digital signal processing capabilities of real-time sonar, radar, and non-invasive medical diagnostics systems, cutting-edge military and defense research has established conceptual similarities in these areas. Now civilian enterprises can use government innovations to facilitate optimal functionality of complex real-time systems. Advanced Signal Processing details a cost-efficient generic processing structure that exploits these commonalities to benefit commercial applications.
Learn from a Renowned Defense Scientist, Researcher, and Innovator
The author preserves the mathematical focus and key information from the first edition that provided invaluable coverage of topics including adaptive systems, advanced beamformers, and volume visualization methods in medicine. Integrating the best features of non-linear and conventional algorithms and explaining their application in PC-based architectures, this text contains new data on:
- Advances in biometrics, image segmentation, registration, and fusion techniques for 3D/4D ultrasound, CT, and MRI
- Fully digital 3D/ (4D: 3D+time) ultrasound system technology, computing architecture requirements, and relevant implementation issues
- State-of-the-art non-invasive medical procedures, non-destructive 3D tomography imaging and biometrics, and monitoring of vital signs
- Cardiac motion correction in multi-slice X-ray CT imaging
- Space-time adaptive processing and detection of targets interference-intense backgrounds comprised of clutter and jamming
With its detailed explanation of adaptive, synthetic-aperture, and fusion-processing schemes with near-instantaneous convergence in 2-D and 3-D sensors (including planar, circular, cylindrical, and spherical arrays), the quality and illustration of this text´s concepts and techniques will make it a favored reference.
Signal Processing Concept Similarities among Sonar, Radar, and Non-Invasive Medical Diagnostics Systems. GENERIC TOPICS PROCESSING. Adapting Systems In Signal Processing. Advanced Beamformers. Advanced Applications of Volume Visualization Methods in Medicine. Non-Destructive Computed Tomography. Blind Deconvolution in Image Processing. A Review of Medical Image Registration and Fusion Techniques. SONAR AND RADAR SYSTEM APPLICATIONS. Sonar Systems. Advanced Sonar Signal Processing, Theory and Implementation. Phased Array Radars. NON-INVASIVE MEDICAL DIAGNOSTIC SYSTEMS APPLICATIONS. Correction of Motion Artifacts in x-ray CT Medical Imaging Applications. Magnetic Resonance Imaging (MRI) Systems)Functional Imaging of Tissues by Kinetic Modeling of Contrast Agents in MRI. Technologies on Non-Invasive Monitoring of Vital Signs.
Continuing in the bestselling tradition of the first edition, this book integrates topics of signal processing from sonar, radar, and medical system technologies by identifying their concept similarities. The second edition continues to gather the most pertinent information in advanced signal processing and provides substantial updates to the section on non-invasive medical diagnostic system applications, including intracranial ultrasound, an emerging technology that attempts to address non-invasive detection on brain injuries and stroke. The chapter titled Adapting Systems in Signal Processing represents a coherent summary of Simon Haykin´s work in the relevant field.
Integrates topics of signal processing from sonar, radar, and medical system technologies by identifying their concept similarities. This book covers non-invasive medical diagnostic system applications, including intracranial ultrasound, a technology that attempts to address non-invasive detection on brain injuries and stroke.
Über den Autor
University of Western Ontario, Cananda
Inhaltsverzeichnis
Signal Processing Concept Similarities among Sonar, Radar and Noninvasive Medical Diagnostic Systems, S. Stergiopoulos Section I Generic Topics on Signal Processing Adaptive Systems for Signal Process, S. Haykin Advanced Beamformers, S. Stergiopoulos Advanced Applications of Volume Visualization Methods in Medicine, G. Sakas, G. Karangelis and A. Pommert Medical Image Registration and Fusion Techniques: A Review, G. K. Matsopoulos Segmentation, Registration and Fusion of Medical Images, M. Erdt Acoustic Diffraction Computed Tomography Imaging, S. Stergiopoulos, W. A. Younis, J. Grodski and D. Havelock A Review on Face and Gait Recognition: System, Data and Algorithms, Haiping Lu, Jie Wang and K. N. Plataniotis Section II Sonar and Radar System Applications Detection Paradigms for Radar, B. Balaji, M. K. McDonald, and A. Damini Sonar Systems, G. Clifford Carter, S. K. Mehta and B. E. McTaggart Theory and Implementation of Advanced Signal Processing for Active and Passive Sonar Systems, S. Stergiopoulos and G. Edelson Section III Medical Diagnostic System Applications Digital 3D/4D Ultrasound Imaging Technology, S. Stergiopoulos Magnetic Resonance Tomography-Imaging with a Nonlinear System, A. Oppelt Organ Motion Effects in Medical CT Imaging Applications, I. Cunningham, S. Stergiopoulos and A. Dhanantwari Cardiac Motion Effects in MultiSlice Medical CT Imaging Applications, S. Stergiopoulos and W. A. Younis NonInvasive Monitoring of Vital Signs and Traumatic Brain Injuries, S. Stergiopoulos, A. Freibert, J. Zhang and D. Hatzinakos Examination of Contrast Agents in Medical Imaging using Physiologically Constrained Deconvolution, R. Z. Stodilka, B. Lewden, M. Jerosch-Herold, E. Sabondjian, and F.S. Prato Arterial Spin Labeling: A Magnetic Resonance Imaging Technique for Measuring Cerebral Perfusion, K. St. Lawrence, D. G. Owen and F. S. Prato Computer Aided Diagnosis in Mammography with Emphasis on Automatic Detection of Microcalcifications, Y. Man Ro, S. Ho Jin and K. N. Plataniotis
Klappentext
Continuing in the bestselling tradition of the first edition, this book integrates topics of signal processing from sonar, radar, and medical system technologies by identifying their concept similarities. The second edition continues to gather the most pertinent information in advanced signal processing and provides substantial updates to the section on non-invasive medical diagnostic system applications, including intracranial ultrasound, an emerging technology that attempts to address non-invasive detection on brain injuries and stroke. The chapter titled Adapting Systems in Signal Processing represents a coherent summary of Simon Haykin's work in the relevant field.rn
