Efficient Predictive Algorithms for Image Compression

The Locally Linear Embedding-based prediction method is investigated for compression of Light Field images based on the HEVC technology. A new linear prediction method using sparse constraints is also described, enabling improved coding performance of the HEVC standard, particularly for images with...

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Bibliographic Details
Main Authors: Rosário Lucas, Luís Filipe, Barros da Silva, Eduardo Antônio (Author), Maciel de Faria, Sérgio Manuel (Author), Morais Rodrigues, Nuno Miguel (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2017, 2017
Edition:1st ed. 2017
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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