Download or Read online Example Based Super Resolution full in PDF, ePub and kindle. this book written by Jordi Salvador and published by Academic Press which was released on 22 September 2016 with total page 162 pages. We cannot guarantee that Example Based Super Resolution book is available in the library, click Get Book button and read full online book in your kindle, tablet, IPAD, PC or mobile whenever and wherever You Like. Example-Based Super Resolution provides a thorough introduction and overview of example-based super resolution, covering the most successful algorithmic approaches and theories behind them with implementation insights. It also describes current challenges and explores future trends. Readers of this book will be able to understand the latest natural image patch statistical models and the performance limits of example-based super resolution algorithms, select the best state-of-the-art algorithmic alternative and tune it for specific use cases, and quickly put into practice implementations of the latest and most successful example-based super-resolution methods. Provides detailed coverage of techniques and implementation details that have been successfully introduced in diverse and demanding real-world applications Covers a wide variety of machine learning approaches, ranging from cross-scale self-similarity concepts and sparse coding, to the latest advances in deep learning Presents a statistical interpretation of the subspace of natural image patches that transcends super resolution and makes it a valuable source for any researcher on image processing or low-level vision
Example Based Super Resolution
- Author : Jordi Salvador
- Publisher : Academic Press
- Pages : 162 pages
- ISBN : 0081011350
- Release : 22 September 2016
- Rating : /5 from reviews