Ebook: Digital Holography and Digital Image Processing: Principles, Methods, Algorithms

Digital holography and digital image processing are twins born by computer era. They share origin, theoretical base, methods and algorithms. The present book describes these common fundamentals principles, methods and algorithms including image and hologram digitization, data compression, digital transforms and efficient computational algorithms, statistical and Monte-Carlo methods, image restoration and enhancement, image reconstruction in tomography and digital holography, discrete signal resampling and image geometrical transformations, accurate measurements and reliable target localization in images, recording and reconstruction of computer generated holograms, adaptive and nonlinear filters for sensor signal perfecting and image restoration and enhancement. The book combines theory, heavily illustrated practical methods and efficient computational algorithms and is written for senior-level undergraduate and graduate students, researchers and engineers in optics, photonics, opto-electronics and electronic engineering.

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Digital holography and digital image processing are twins born by computer era. They share origin, theoretical base, methods and algorithms. The present book describes these common fundamentals principles, methods and algorithms including image and hologram digitization, data compression, digital transforms and efficient computational algorithms, statistical and Monte-Carlo methods, image restoration and enhancement, image reconstruction in tomography and digital holography, discrete signal resampling and image geometrical transformations, accurate measurements and reliable target localization in images, recording and reconstruction of computer generated holograms, adaptive and nonlinear filters for sensor signal perfecting and image restoration and enhancement. The book combines theory, heavily illustrated practical methods and efficient computational algorithms and is written for senior-level undergraduate and graduate students, researchers and engineers in optics, photonics, opto-electronics and electronic engineering.

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Digital holography and digital image processing are twins born by computer era. They share origin, theoretical base, methods and algorithms. The present book describes these common fundamentals principles, methods and algorithms including image and hologram digitization, data compression, digital transforms and efficient computational algorithms, statistical and Monte-Carlo methods, image restoration and enhancement, image reconstruction in tomography and digital holography, discrete signal resampling and image geometrical transformations, accurate measurements and reliable target localization in images, recording and reconstruction of computer generated holograms, adaptive and nonlinear filters for sensor signal perfecting and image restoration and enhancement. The book combines theory, heavily illustrated practical methods and efficient computational algorithms and is written for senior-level undergraduate and graduate students, researchers and engineers in optics, photonics, opto-electronics and electronic engineering.
Content:
Front Matter....Pages i-xiii
Introduction....Pages 1-10
Optical Signals and Transforms....Pages 11-78
Digital Representation of Signals....Pages 79-160
Digital Representation of Signal Transformations....Pages 161-209
Methods of Digital Filtering....Pages 211-237
Fast Transforms....Pages 239-274
Statistical Computation Methods and Algorithms....Pages 275-312
Sensor Signal Perfecting, Image Restoration, Reconstruction and Enhancement....Pages 313-371
Image Resampling and Geometrical Transformations....Pages 373-410
Signal Parameter Estimation and Measurement. Object Localization....Pages 411-459
Target Locating in Clutter....Pages 461-508
Nonlinear Filters in Image Processing....Pages 509-540
Computer Generated Holograms....Pages 541-575
Back Matter....Pages 577-583

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Digital holography and digital image processing are twins born by computer era. They share origin, theoretical base, methods and algorithms. The present book describes these common fundamentals principles, methods and algorithms including image and hologram digitization, data compression, digital transforms and efficient computational algorithms, statistical and Monte-Carlo methods, image restoration and enhancement, image reconstruction in tomography and digital holography, discrete signal resampling and image geometrical transformations, accurate measurements and reliable target localization in images, recording and reconstruction of computer generated holograms, adaptive and nonlinear filters for sensor signal perfecting and image restoration and enhancement. The book combines theory, heavily illustrated practical methods and efficient computational algorithms and is written for senior-level undergraduate and graduate students, researchers and engineers in optics, photonics, opto-electronics and electronic engineering.
Content:
Front Matter....Pages i-xiii
Introduction....Pages 1-10
Optical Signals and Transforms....Pages 11-78
Digital Representation of Signals....Pages 79-160
Digital Representation of Signal Transformations....Pages 161-209
Methods of Digital Filtering....Pages 211-237
Fast Transforms....Pages 239-274
Statistical Computation Methods and Algorithms....Pages 275-312
Sensor Signal Perfecting, Image Restoration, Reconstruction and Enhancement....Pages 313-371
Image Resampling and Geometrical Transformations....Pages 373-410
Signal Parameter Estimation and Measurement. Object Localization....Pages 411-459
Target Locating in Clutter....Pages 461-508
Nonlinear Filters in Image Processing....Pages 509-540
Computer Generated Holograms....Pages 541-575
Back Matter....Pages 577-583
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