Academic press library in signal processing. Vol. 4, Image, video processing and analysis, hardware, audio, acoustic and speech processing /

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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 th...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Trussell, H. J. (H. Joel)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Kidlington, Oxford, UK ; Waltham, MA : Academic Press, 2014.
Temas:
Image processing.
Video recordings > Data processing.
Image analysis.
Speech > Data processing.
Traitement d'images.
Vidéos > Informatique.
Analyse d'images.
Parole > Informatique.
image processing.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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.

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