Efficient predictive algorithms for image compression. (2017)

• Record Type: Book
• Further Information: Note: Luís Filipe Rosário Lucas, Eduardo Antônio Barros da Silva, Sérgio Manuel Maciel de Faria, Nuno Miguel Morais Rodrigues, Carla Liberal Pagliari.
• Authors: Lucas, Luís Filipe Rosário; Rodrigues, Nuno Miguel Morais; Pagliari, Carla Liberal; Da Silva, Eduardo A. B (Eduardo Antônio Barros), 1963-; Faira, Sérgio Manuel Maciel de
• Contents: List of Figures; List of Tables; Acronyms; 1 Introduction; 1.1 Motivation; 1.2 Objectives and Contributions of the Book; 1.3 Outline of the Book; 2 Prediction Techniques for Image and Video Coding; 2.1 Digital Video Representation; 2.2 Image Prediction Overview; 2.3 State-of-the-Art Prediction Methods; 2.3.1 Intra-Frame Prediction; 2.3.1.1 Directional Prediction Modes; 2.3.1.2 Planar and DC Prediction Modes; 2.3.1.3 Sample Smoothing; 2.3.1.4 Prediction Mode Coding; 2.3.1.5 Chroma Intra Prediction; 2.3.2 Inter-Frame Prediction. 2.3.2.1 Motion Compensation Using Block-Matching Algorithm2.3.2.2 Merge Mode; 2.3.2.3 Motion Vector Prediction; 2.4 Least-Squares Prediction Methods; 2.4.1 Linear Prediction of Images and Video Using LSP; 2.4.2 Context-Based Adaptive LSP; 2.4.3 Block-Based LSP; 2.4.4 Spatio-Temporal LSP; 2.5 Sparse Representation for Image Prediction; 2.5.1 Sparse Prediction Problem Formulation; 2.5.2 Matching Pursuit Methods; 2.5.2.1 Orthogonal Matching Pursuit; 2.5.3 Template Matching Algorithm; 2.5.4 Neighbour Embedding Methods; 2.5.4.1 Image Prediction Based on LLE; 2.6 Conclusions. 3 Image and Video Coding Standards3.1 Hybrid Video Compression; 3.2 Compression of 2D Video; 3.2.1 H.265/HEVC Standard; 3.2.1.1 HEVC Coding Structures; 3.2.1.2 Intra-Frame Prediction; 3.2.1.3 Inter-Frame Prediction; 3.2.1.4 Transform and Quantisation; 3.2.1.5 Entropy Coding; 3.2.1.6 In-Loop Filters; 3.2.1.7 HEVC Screen Content Coding Extensions; 3.2.2 Experimental Results; 3.3 Compression of 3D Video; 3.3.1 3D Video Systems; 3.3.1.1 Stereo Video; 3.3.1.2 Multiview Video; 3.3.1.3 Multiview Video+Depth; 3.3.1.4 Holoscopic Video; 3.3.2 3D Video Coding Standards. 3.3.2.1 Dependent View Coding Tools3.3.2.2 Depth Map Coding Tools; 3.3.3 Experimental Results; 3.4 Conclusions; 4 Compression of Depth Maps Using Predictive Coding; 4.1 Overview of Intra Techniques for Depth Map Coding; 4.1.1 Directional Intra Prediction; 4.1.2 Depth Modelling Modes; 4.1.3 Depth Lookup Table; 4.1.4 Segment-Wise DC Coding; 4.1.5 Single Depth Intra Mode; 4.1.6 View Synthesis Optimisation; 4.2 Overview of Predictive Depth Coding; 4.3 Coding Techniques of PDC Algorithm; 4.3.1 Flexible Block Partitioning; 4.3.2 Directional Intra Prediction Framework. 4.3.3 Constrained Depth Modelling Mode4.3.4 Residual Signal Coding; 4.3.5 Bitstream Syntax and Context Modelling; 4.4 PDC Encoder Control; 4.5 Experimental Results; 4.5.1 Evaluation of PDC Algorithm for Intra Coding; 4.5.2 Evaluation of PDC Algorithm Using VSO Metric; 4.5.3 Evaluation of PDC Algorithm Combined with 3D-HEVC Standard; 4.6 Conclusions; 5 Sparse Representation Methods for Image Prediction; 5.1 3D Holoscopic Image Coding Using LLE-Based Prediction; 5.1.1 Proposed HEVC Encoder Using LLE-Based Prediction; 5.1.2 Experimental Results; 5.2 The Sparse-LSP Method for Intra Prediction.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (xix, 169 pages), illustrations (some color)
• Subjects: 005.74/6; Engineering; Image compression; Coding theory; Predictive control; COMPUTERS -- General; Coding theory; Image compression; Predictive control; Engineering; Circuits and Systems; Signal, Image and Speech Processing; Image Processing and Computer Vision; Technology & Engineering -- Electronics -- General; Computers -- Computer Graphics; Imaging systems & technology; Image processing; Systems engineering; Computer vision; Technology & Engineering -- Electronics -- Circuits -- General; Circuits & components; Electronic books
• Languages: English
• ISBNs: 9783319511801; 3319511807
• Related ISBNs: 9783319511795; 3319511793
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed February 21, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.