|
![]() |
|||
|
||||
OverviewThis text 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 inspire further interest in the field, a selection of worked-out numerical problems is also included in the text. The content is presented in an accessible manner, examining each topic in depth without assuming any prior knowledge from the reader, and providing additional background material in the appendices. Features: covers image enhancement techniques in the spatial domain, the frequency domain, and the wavelet domain; reviews compression methods and formats for encoding images; discusses morphology-based image processing; investigates the modeling of object recognition in the human visual system; provides supplementary material, including MATLAB and C++ code, and interactive GUI-based modules, at an associated website. Full Product DetailsAuthor: Apurba DasPublisher: Springer International Publishing AG Imprint: Springer International Publishing AG Edition: 2015 ed. Dimensions: Width: 15.50cm , Height: 2.50cm , Length: 23.50cm Weight: 8.602kg ISBN: 9783319141718ISBN 10: 3319141716 Pages: 416 Publication Date: 05 May 2015 Audience: Professional and scholarly , Professional & Vocational Format: Hardback Publisher's Status: Active Availability: Manufactured on demand ![]() We will order this item for you from a manufactured on demand supplier. Table of ContentsIntroduction 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.ReviewsAuthor InformationApurba 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. Tab Content 6Author Website:Countries AvailableAll regions |