
Neural Networks for Video Intra Prediction
Maria Meyer(Author)
Shaker (Publisher)
1st Edition
Published on 25. April 2024
Book
Paperback/Softback
175 pages
978-3-8440-9466-4 (ISBN)
Description
This thesis focuses on the specific application of neural networks for intra prediction. While the general feasibility of neural networks for this task had already been shown early on, there were a multitude of open questions left regarding the optimization of such tools, which are regarded in this work. These include aspects starting from the data preprocessing and training methods to the complexity reduction and codec integration of these tools.
More details
Series
Thesis
Doctoral thesis
2023
RWTH Aachen University
Language
English
Place of publication
Düren
Germany
Target group
Professional and scholarly
Product notice
Unsewn / adhesive bound
Illustrations
34
34 farbige Abbildungen
40
Dimensions
Height: 21 cm
Width: 14.8 cm
Weight
238 gr
ISBN-13
978-3-8440-9466-4 (9783844094664)
Schweitzer Classification