Advances in Deep-Learning-Based Sensing, Imaging, and Video Processing - Tapa dura

 
9783725817818: Advances in Deep-Learning-Based Sensing, Imaging, and Video Processing
Tapa dura
ISBN 10: 3725817812 ISBN 13: 9783725817818
Editorial: MDPI AG, 2024

Sinopsis

deep learning; neural network; image enhancement; visual quality assessment; image classification; visual understandingThis Topical Collection focuses on fundamental and applied research on deep learning based visual sensing, imaging and video processing. Deep learning techniques have shown their capabilities to discover knowledge from massive unstructured data, providing data-driven solutions for representation and decision making. They have demonstrated significant technical advancement potential for many research fields and applications, such as sensors and imaging, audio-visual signal processing, and pattern recognition. Today, with the rapid advancements of advanced deep learning models, such as convolutional neural network (CNN), deep neural network (DNN), recurrent neural network (RNN), generative adversarial network (GAN), and transformer network, learning techniques, such as transfer learning, reinforcement learning, federal learning, multi-task learning, and meta-learning, and the increasing demands around effective visual signal processing, new opportunities are emerging in deep-learning-based sensing, imaging, and video processing.



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Editorial
MDPI AG
Año de publicación
2024
Idioma
Inglés
ISBN 10 
3725817812
ISBN 13 
9783725817818
Encuadernación
Tapa dura
Número de páginas
252
Editor
Zhang Yun, Kwong Sam, Long Xu
Contacto del fabricante
no disponible
Persona responsable
gpsr@libri.de
gpsr@libri.de

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