Guide to Signals and Patterns in Image Processing Foundations, Methods and Applications /

• Main Author: Das, Apurba (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Subjects: Computer science.; Image processing.; Pattern recognition.; Computer Science.; Image Processing and Computer Vision.; Pattern Recognition.; Signal, Image and Speech Processing.

This unique text/reference reviews the field of digital image processing from the different perspectives offered by the separate domains of signal processing and pattern recognition. The book describes a rich array of applications, representing the latest trends in industry and academic research. To...

Table of Contents:

• Introduction to Digital Images
• Image Enhancement in the Spatial Domain
• Interpretation and Processing of Images in the Frequency Domain
• Color Science and Color Technology
• Wavelets: Multi-Resolution Image Processing
• Compression and Encoding of Images: Image Formats
• Morphology-Based Image Processing
• Patterns in Images and their Applications
• Psycho-Visual Pattern Recognition: Computer Vision
• Appendix A: Digital Differentiation and Edge Detection
• Appendix B: Elementary Probability Theory
• Appendix C: Frequently Used MATLAB Functions.