Fundamentals of digital image processing /
Jain, Anil K.
Fundamentals of digital image processing / Anil K. Jain. - Singapore : Pearson Education, ©2005. - 586 pages : illustration (black and white) ; 22 cm.
Introduction -- Two-dimensional systems and mathematical preliminaries -- Image perception
Image sampling and quantization --Image transforms -- Image representation by stochastic models
Image enhancement -- Image filtering and restoration -- Image analysis and computer vision
Image reconstruction from projections.
Image data compression
Presents a thorough overview of the major topics of digital image processing, beginning with the basic mathematical tools needed for the subject. Includes a comprehensive chapter on stochastic models for digital image processing. Covers aspects of image representation including luminance, color, spatial and temporal properties of vision, and digitization. Explores various image processing techniques. Discusses algorithm development (software/firmware) for image transforms, enhancement, reconstruction, and image coding.
8129700832 (paperback)
IMAGE PROCESSING Image processing
Digital techniques
digital methods
computer science
Data compression
Fourier transform
621.367
Fundamentals of digital image processing / Anil K. Jain. - Singapore : Pearson Education, ©2005. - 586 pages : illustration (black and white) ; 22 cm.
Introduction -- Two-dimensional systems and mathematical preliminaries -- Image perception
Image sampling and quantization --Image transforms -- Image representation by stochastic models
Image enhancement -- Image filtering and restoration -- Image analysis and computer vision
Image reconstruction from projections.
Image data compression
Presents a thorough overview of the major topics of digital image processing, beginning with the basic mathematical tools needed for the subject. Includes a comprehensive chapter on stochastic models for digital image processing. Covers aspects of image representation including luminance, color, spatial and temporal properties of vision, and digitization. Explores various image processing techniques. Discusses algorithm development (software/firmware) for image transforms, enhancement, reconstruction, and image coding.
8129700832 (paperback)
IMAGE PROCESSING Image processing
Digital techniques
digital methods
computer science
Data compression
Fourier transform
621.367