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Third International Conference on Image Processing and Capsule Networks

ICIPCN 2022 de

, ,

Éditeur :

Springer


Collection :

Lecture Notes in Networks and Systems

Paru le : 2022-07-28

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Description

This book provides a collection of the state-of-the-art research attempts to tackle the challenges in image and signal processing from various novel and potential research perspectives. The book investigates feature extraction techniques, image enhancement methods, reconstruction models, object detection methods, recommendation models, deep and temporal feature analysis, intelligent decision support systems, and autonomous image detection models. In addition to this, the book also looks into the potential opportunities to monitor and control the global pandemic situations.
Image processing technology has progressed significantly in recent years, and it has been commercialized worldwide to provide superior performance with enhanced computer/machine vision, video processing, and pattern recognition capabilities. Meanwhile, machine learning systems like CNN and CapsNet get popular to provide better model hierarchical relationships and attempts to more closely mimic biological neural organization. As machine learning systems prosper, image processing and machine learning techniques will be tightly intertwined and continuously promote each other in real-world settings.
Adopting this trend, however, the image processing researchers are faced with few image reconstruction, analysis, and segmentation challenges. On the application side, the orientation of the image features and noise removal has become a huge burden.
Pages
841 pages
Collection
Lecture Notes in Networks and Systems
Parution
2022-07-28
Marque
Springer
EAN papier
9783031124129
EAN PDF
9783031124136
Informations sur l'ebook
Nombre pages copiables
8
Nombre pages imprimables
84
Taille du fichier
123617 Ko
Prix
252,14 €
EAN EPUB
9783031124136
Informations sur l'ebook
Nombre pages copiables
8
Nombre pages imprimables
84
Taille du fichier
165356 Ko
Prix
252,14 €

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