Quantum Image Processing

1. Auflage 2020
ISBN: 978-981-329-333-5
Verlag: Springer Nature Singapore

Buch, Englisch, 171 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 327 g

This book provides a comprehensive introduction to quantum image processing, which focuses on extending conventional image processing tasks to the quantum computing frameworks. It summarizes the available quantum image representations and their operations, reviews the possible quantum image applications and their implementation, and discusses the open questions and future development trends. It offers a valuable reference resource for graduate students and researchers interested in this emerging interdisciplinary field.

Zielgruppe

Research

Autoren/Hrsg.

Venegas-Andraca, Salvador E.

Yan, Fei

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Kryptologie, Informationssicherheit
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Zeichen- und Zahlendarstellungen
• Mathematik | Informatik EDV | Informatik Professionelle Anwendung Multimedia

Inhaltsverzeichnis

1.Introduction and Overview.- 2. Quantum Image Representations.- 3. Quantum Image Operations.- 4. Quantum Image Security.- 5. Quantum Image Understanding.- 6. Quantum Multimedia Techniques.- 7. Summary and Discussion.

Über Autor(innen)

Fei Yan is an Associate Professor and doctoral supervisor at the School of Computer Science and Technology at Changchun University of Science and Technology, China. He received his doctorate in Engineering and then worked as a postdoctoral fellow at the Department of Computational Intelligence and Systems Science at Tokyo Institute of Technology, Japan. His research interests include quantum image processing, information security, and affective computing.

Salvador E. Venegas-Andraca is a Professor of Computer Science and head of the Quantum Information Processing group at Tecnologico de Monterrey. A leading scientist in the field of quantum walks, he holds a DPhil in Physics from the University of Oxford, and was cofounder of the field quantum image processing. His research interests include quantum algorithms, quantum image processing as well as the algorithmic analysis of NP-hard/NP-complete problems.