Academic Press Library in Signal Processing
Volume 4: Image, Video and Biomedical Signal Processing, and Hardware
Edited by- Sergios Theodoridis, Department of Informatics and Telecommunications, University of Athens, Greece
Aimed at university researchers, post graduate students and R&D engineers in industry, this reference gives tutorial-based, comprehensive reviews of key topics and technologies of research in image, video and biomedical signal processing, and hardware, giving an invaluable starting point to the area through the insight and understanding that they provide.
Features:
- Quick tutorial reviews of important and emerging topics of research in signal, speech, acoustic, image and video processing.
- Reference content on core principles, technologies, algorithms and applications
- Edited and contributed by leading figures in the field
- Comprehensive references to journal articles and other literature upon which to build further , more detailed knowledge
- Quickly grasp an area of research with which you are unfamiliar
- Understand the underlying principles of a topic
- How a topic relates to other areas and learn of the research issues yet to be resolved.
Audience
PhD students
Hardbound, 1020 Pages
Published: August 2013
Imprint: Academic Press
ISBN: 978-0-12-396501-1
Contents
1. Introduction: Image enhancement/restoration and digital imaging
2. Image capture digital cameras - quality issues
3. Image capture documents (scanners, copiers, etc.)
4. Image Display - Mobile Imaging and Interactive Image Processing
5. Image Display - printing (desktop, commercial)
6. Image Restoration: Fundamentals of image restoration
7. Image Restoration: computation and iterative methods
8. Image Enhancement - scratches, dropouts, occlusions, in-painting
9. Introduction: Image Analysis and Recognition
10. Machine Learning Techniques
11. Image Models, Markov Random Fields and MCMC Methods
12. Using imaging patterns along with machine learning methods to build diagnostic and prognostic tools
13. Introduction: Video Processing
14. Foveation and Video Search
15. Biometrics
16. Dynamical systems in video
17. Image-based rendering
18. Search and Retrieval in Surveillance Video
19. Tracking in video
20. Compressive Sensing in Video Applications
21. Simulation systems for vision
22. Introduction: Hardware and Software
23. Smart Cameras
24. Mapping Parameterized Dataflow Graphs onto FPGA Platforms
25. Energy and Computational Workload in Distributed Estimation
