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Title Academic press library in signal processing. Vol. 4, Image, video processing and analysis, hardware, audio, acoustic and speech processing / editors, Joel Trussell [and others]
Published Kidlington, Oxford, UK ; Waltham, MA : Academic Press, 2014
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Description 1 online resource (1 volume) : illustrations
Contents Half Title; Title Page; Copyright; Contents; Introduction; About the Editors; Section Editors; Authors Biography; Section 1: Image Enhancement/Restoration And Digital Imaging; 1 Digital Imaging: Capture, Display, Restoration, and Enhancement; 4.01.1 Introduction; 4.01.2 Image Capture; 4.01.2.1 Digital camera quality issues; 4.01.2.2 Image and document capture; 4.01.3 Image Displays; 4.01.3.1 Printing; 4.01.3.2 Small mobile displays; 4.01.3.3 Small mobile image processing; 4.01.4 Restoration; 4.01.4.1 Classical restoration; 4.01.4.2 Iterative restoration
2 Image Quality in Consumer Digital Cameras4.02.1 Introduction; 4.02.2 Digital Camera Image Processing Chain; 4.02.3 Camera Engineering; 4.02.3.1 Optical issues; 4.02.3.1.1 Geometric distortion; 4.02.3.1.2 Chromatic aberration; 4.02.3.1.3 Response nonuniformity; 4.02.3.1.4 MTF-sharpness, aliasing; 4.02.3.2 Sensor sampling; 4.02.3.3 Temporal sampling; 4.02.3.4 Spectral sensitivity; 4.02.3.5 Sensitivity and noise; 4.02.3.6 Resource limitations; 4.02.4 Quality Modeling; 4.02.5 System Interactions; 4.02.6 Processing Methods and Algorithms; 4.02.6.1 Improving images
4.02.6.2 Camera control algorithms (A*)4.02.6.2.1 Autofocus; 4.02.6.2.2 Autoexposure; 4.02.6.2.3 Automatic white balance; 4.02.6.3 Color and tone; 4.02.6.3.1 Color correction; 4.02.6.3.2 Tone scaling; 4.02.6.4 Spatial processing; 4.02.6.4.1 Resizing; 4.02.6.4.2 Demosaicking; 4.02.6.4.3 Edge enhancement; 4.02.6.4.4 Noise reduction; 4.02.6.4.5 Compression; 4.02.6.5 Camera-specific algorithms; 4.02.6.5.1 Geometric and optical corrections; 4.02.6.5.2 Dark correction; 4.02.6.5.3 Defect concealment; 4.02.6.5.4 Correction of nonuniformities; 4.02.7 Applications
4.02.8 Open Issues and Future Directions4.02.9 Implementations; 4.02.10 Datasets; References; 3 Image and Document Capture-State-of-the-Art and a Glance into the Future; 4.03.1 Introduction; 4.03.2 Basic Steps of Conventional Document Capture Processing; 4.03.2.1 Image capture pipeline; 4.03.2.2 Digital image processing steps; 4.03.2.2.1 Color balancing; 4.03.2.2.2 Noise removal and image enhancement; 4.03.2.2.3 Data compression; 4.03.2.2.4 OCR pre-processing; 4.03.2.2.5 Segmentation, classification, recognition; 4.03.3 Document and Image Capture Applications that are Still Challenging Today
4.03.3.1 Multispectral analysis of documents4.03.3.2 Adaptive learning for document analysis algorithms; 4.03.4 Looking into the Future of Document and Image Capture; 4.03.4.1 Riding the mobile wave-document image capture with digital cameras; 4.03.4.2 Other mobile phone applications; 4.03.5 Data Capture via Novel Sensor Multiplexing Techniques; 4.03.6 Data Sets and Open Source Code; 4.03.7 Conclusions and Future Trends; References; 4 Image Display-Mobile Imaging and Interactive Image Processing; 4.04.1 The Small Screen Challenge in Mobile Imaging
Summary This fourth volume of a four volume set, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing. With this reference source you will: Quickly grasp a new area of research Understand the underlying principles of a topic and its applicationAscertain how a topic relates to other areas and learn of the research issues yet to be resolvedQuick tutorial reviews of important and emerging topics of resear
Bibliography Includes bibliographical references and index
Notes Online resource; title from title page (Safari, viewed December 5, 2013)
Subject Image processing.
Video recordings -- Data processing
Image analysis.
Speech -- Data processing
image processing.
Image analysis.
Image processing.
Speech -- Data processing.
Video recordings -- Data processing.
Form Electronic book
Author Trussell, H. J. (H. Joel)
ISBN 9780123972255
0123972256
0123965012
9780123965011
Other Titles Image, video processing and analysis, hardware, audio, acoustic and speech processing