Jordi Salvador,
Jordi (Senior Scientist, Technicolor R&I, Hannover, Germany) Salvador
Example-Based Super Resolution
Paperback Engels 2016 9780128097038
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
Lezersrecensies
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Inhoudsopgave
<p>Chapter 1: Classic Multiframe Super Resolution</p> <p>Chapter 2: A Taxonomy of Example-Based Super Resolution</p> <p>Chapter 3: High-Frequency Transfer</p> <p>Chapter 4: Neighbor Embedding</p> <p>Chapter 5: Sparse Coding</p> <p>Chapter 6: Anchored Regression</p> <p>Chapter 7: Trees and Forests</p> <p>Chapter 8: Deep Learning</p> <p>Chapter 9: Conclusions</p>
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