Guide to Signals and Patterns in Image Processing

Foundations, Methods and Applications

Inbunden, Engelska, 2015

AvApurba Das

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This text reviews the field of digital image processing from the different perspectives offered by the separate domains of signal processing and pattern recognition. Features: covers image enhancement techniques in the spatial domain, the frequency domain, and the wavelet domain;

Produktinformation

Utgivningsdatum2015-05-05
Mått155 x 235 x 23 mm
Vikt760 g
FormatInbunden
SpråkEngelska
Antal sidor416
Upplaga2015
FörlagSpringer International Publishing AG
ISBN9783319141718

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Apurba Das is a Technical Specialist in the Image Processing Lab at HCL Technologies, Chennai, India. He has previously served as a Scientist in the Advanced Image Processing Lab at the Centre for Development of Advanced Computing, a R&D organization of the Indian Government Ministry of Communications and Information Technology. His other Springer publications include the books Signal Conditioning: An Introduction to Continuous Wave Communication and Signal Processing and Digital Communication: Principles and System Modelling.

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.