Format:
1 online resource (498 pages)
ISBN:
9781430259305
Content:
Intro -- Contents at a Glance -- Contents -- About the Author -- Acknowledgments -- Introduction -- Chapter 1: Image Capture and Representation -- Image Sensor Technology -- Sensor Materials -- Sensor Photo-Diode Cells -- Sensor Configurations: Mosaic, Foveon, BSI -- Dynamic Range and Noise -- Sensor Processing -- De-Mosaicking -- Dead Pixel Correction -- Color and Lighting Corrections -- Geometric Corrections -- Cameras and Computational Imaging -- Overview of Computational Imaging -- Single-Pixel Computational Cameras -- 2D Computational Cameras -- 3D Depth Camera Systems -- Binocular Stereo -- Structured and Coded Light -- Optical Coding: Diffraction Gratings -- Time-of-Flight Sensors -- Array Cameras -- Radial Cameras -- Plenoptics: Light Field Cameras -- 3D Depth Processing -- Overview of Methods -- Problems in Depth Sensing and Processing -- The Geometric Field and Distortions -- The Horopter Region, Panum's Area, and Depth Fusion -- Cartesian vs. Polar Coordinates: Spherical Projective Geometry -- Depth Granularity -- Correspondence -- Holes and Occlusion -- Surface Reconstruction and Fusion -- Noise -- Monocular Depth Processing -- Multi-View Stereo -- Sparse Methods: PTAM -- Dense Methods: DTAM -- Optical Flow, SLAM, and SFM -- 3D Representations: Voxels, Depth Maps, Meshes, and Point Clouds -- Summary -- Chapter 2: Image Pre-Processing -- Perspectives on Image Processing -- Problems to Solve During Image Pre-Processing -- Vision Pipelines and Image Pre-Processing -- Corrections -- Enhancements -- Preparing Images for Feature Extraction -- Local Binary Family Pre-Processing -- Spectra Family Pre-Processing -- Basis Space Family Pre-Processing -- Polygon Shape Family Pre-Processing -- The Taxonomy of Image Processing Methods -- Point -- Line -- Area -- Algorithmic -- Data Conversions -- Colorimetry -- Overview of Color Management Systems.
Note:
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Additional Edition:
ISBN 9781430259299
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9781430259299
Language:
English
Keywords:
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Electronic books.
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Electronic books.
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