Digital Image Processing, Analysis and Computer Vision Using Nonlinear Partial Differential Equations (Studies in Computational Intelligence, 1211, Band 1211) - Hardcover

Barbu, Tudor

 
9783031895753: Digital Image Processing, Analysis and Computer Vision Using Nonlinear Partial Differential Equations (Studies in Computational Intelligence, 1211, Band 1211)
Hardcover
ISBN 10: 3031895754 ISBN 13: 9783031895753
Verlag: Springer, 2025

Inhaltsangabe

This book provides an overview of the applications of partial differential equations (PDEs) to image processing, analysis, and computer vision domains, focusing mainly on the most important contributions of the author in these closely related fields. It addresses almost all the PDE-based image processing and analysis areas, and the connections between partial differential equations, computer vision, and artificial intelligence: PDE-based image filtering, inpainting, compression, segmentation, content-based recognition, indexing and retrieval, and video object detection and tracking, energy-based (variational) and nonlinear diffusion-based models of second and fourth order, nonlinear PDE-based scale-spaces in combination to convolutional neural networks and high-level descriptors to perform edge and feature extraction.

 

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Von der hinteren Coverseite

This book provides an overview of the applications of partial differential equations (PDEs) to image processing, analysis, and computer vision domains, focusing mainly on the most important contributions of the author in these closely related fields. It addresses almost all the PDE-based image processing and analysis areas, and the connections between partial differential equations, computer vision, and artificial intelligence: PDE-based image filtering, inpainting, compression, segmentation, content-based recognition, indexing and retrieval, and video object detection and tracking, energy-based (variational) and nonlinear diffusion-based models of second and fourth order, nonlinear PDE-based scale-spaces in combination to convolutional neural networks and high-level descriptors to perform edge and feature extraction.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
3031895754
ISBN 13 
9783031895753
Einband
Gebundene Ausgabe
Anzahl der Seiten
165
Kontakt zum Hersteller
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