eBook, ePUB

Cognitive Systems and Signal Processing in Image Processing (eBook, ePUB)

Beschreibung

Cognitive Systems and Signal Processing in Image Processing presents different frameworks and applications of cognitive signal processing methods in image processing. This book provides an overview of recent applications in image processing by cognitive signal processing methods in the context of Big Data and Cognitive AI. It presents the amalgamation of cognitive systems and signal processing in the context of image processing approaches in solving various real-word application domains. This book reports the latest progress in cognitive big data and sustainable computing.

Various real-time case studies and implemented works are discussed for better understanding and more clarity to readers. The combined model of cognitive data intelligence with learning methods can be used to analyze emerging patterns, spot business opportunities, and take care of critical process-centric issues for computer vision in real-time.

• Presents cognitive signal processing methodologies that are related to challenging image processing application domains
• Provides the state-of-the-art in cognitive signal processing approaches in the area of big-data image processing
• Focuses on other technical aspects and alternatives to traditional tools, algorithms and methodologies
• Discusses various real-time case studies and implemented works

Technische Details

• Geräte: eReader
• ohne Kopierschutz

Autor

Yu-Dong Zhang received his Ph.D. from Southeast University. He worked as postdoc from 2010 to 2012 in Columbia University, USA, and as an assistant research scientist from 2012 to 2013 at the Research Foundation of Mental Hygiene, USA. He served as a full professor from 2013 to 2017 in Nanjing Normal University, where he was the founding director of Advanced Medical Image Processing Group in NJNU. He currently works as a professor in the Department of Informatics, University of Leicester, UK. His research interests include deep learning, convolutional neural networks, graph convolutional networks, attention networks, explainable AI, medical image analysis, bio-inspired computing, pattern recognition, transfer learning and medical sensors.

Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 398
• Erscheinungstermin: 28. November 2021
• Englisch
• ISBN-13: 9780323860093
• Artikelnr.: 63061411