Efficient Predictive Algorithms for Image Compression

• Main Authors: Rosário Lucas, Luís Filipe (Author), Barros da Silva, Eduardo Antônio (Author), Maciel de Faria, Sérgio Manuel (Author), Morais Rodrigues, Nuno Miguel (Author), Liberal Pagliari, Carla (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Subjects: Engineering.; Image processing.; Electronic circuits.; Circuits and Systems.; Signal, Image and Speech Processing.; Image Processing and Computer Vision.

This book discusses efficient prediction techniques for the current state-of-the-art High Efficiency Video Coding (HEVC) standard, focusing on the compression of a wide range of video signals, such as 3D video, Light Fields and natural images. The authors begin with a review of the state-of-the-art...

Table of Contents:

• Introduction
• Prediction techniques for image and video coding
• Image and video coding standards
• Compression of depth maps using predictive coding
• Sparse representation methods for image prediction
• Generalised optimal sparse predictors
• Conclusions and other research directions
• Test signals
• References.