Multidimensional Signal, Image, and Video Processing and Coding

Klappentext This fully revised and expanded edition gives readers the necessary understanding of image and video processing concepts to contribute to this hot technology's future advances. Important new topics include introductory random processes, image enhancement and analysis, and the new MPEG scalable video coding standard. Inhaltsverzeichnis 1. Two-Dimensional Signals and Systems2. Sampling in Two Dimensions3. Two-Dimensional Systems and Z-Transforms4. 2-D Discrete-Space Transforms5. Two-Dimensional Filter Design6. Image Perception and Sensing7. Image Enhancement and Analysis8. Image Estimation and Restoration9. Digital Image Compression10. Three-Dimensional and Spatiotemporal Processing11. Digital Video Processing12. Digital Video Compression13. Video Transmission over Networks

Zusammenfassung

"For electrical and computer engineering students in their first or second year of graduate school, Woods (Rensselaer Polytechnic Institute, Troy, New York) presents a textbook for a course in digital image and video processing and coding. Students should have completed an undergraduate digital signal processing course and a course in probability. Some sections require knowledge of random processes and information theory, though this second edition introduces them. Among the topics are sampling in two dimensions, image perception and sensing, image estimation and restoration, three dimensional and spatiotemporal processing, and video transmission over networks." --SciTech Book News

Inhalt

1. Two-Dimensional Signals and Systems2. Sampling in Two Dimensions3. Two-Dimensional Systems and Z-Transforms4. 2-D Discrete-Space Transforms5. Two-Dimensional Filter Design6. Image Perception and Sensing7. Image Enhancement and Analysis8. Image Estimation and Restoration9. Digital Image Compression10. Three-Dimensional and Spatiotemporal Processing11. Digital Video Processing12. Digital Video Compression13. Video Transmission over Networks