J'achète
62,99 €
Téléchargement | DRM LCP 🛈 DRM Adobe 🛈
Lecture en ligne (streaming)
Ajouter à ma liste d'envies
Gagnez  9,45 €  en recommandant ce livre avec Readzis

This book provides the reader with the fundamental knowledge in the area of deep learning with application to visual content mining. The authors give a fresh view on Deep learning approaches both from the point of view of image understanding and supervised machine learning. 
It contains chapters which introduce theoretical and mathematical foundations of neural networks and related optimization methods. Then it discusses some particular very popular architectures used in the domain: convolutional neural networks and recurrent neural networks. 

Deep Learning is currently at the heart of most cutting edge technologies. It is in the core of the recent advances in Artificial Intelligence. Visual information in Digital form is constantly growing in volume. In such active domains as Computer Vision and Robotics visual information understanding is based on the use of deep learning. Other chapters present applications of deep learning for visual content mining. These include attention mechanisms in deep neural networks and application to digital cultural content mining. An additional application field is also discussed, and illustrates how deep learning can be of very high interest to computer-aided diagnostics of Alzheimer’s disease on multimodal imaging. 

This book targets advanced-level students studying computer science including computer vision, data analytics and multimedia. Researchers and professionals working in computer science, signal and image processing may also be interested in this book.

Détails
Auteur
Jenny  Benois-Pineau , Akka  Zemmari
Marque
Springer
Collection
SpringerBriefs in Computer Science
Parution
2020-01-22
Pages
110 pages
EAN papier
9783030343750
Langue
Anglais
Informations ebook
EAN PDF
9783030343767
Prix
62,99 €
En savoir plus
Nb pages copiables 1
Nb pages imprimables 11
Taille du fichier 3574 Ko
Ce livre est accessible aux handicaps   Informations sur l'accessibilité
EAN EPUB
9783030343767
Prix
62,99 €
En savoir plus
Nb pages copiables 1
Nb pages imprimables 11
Taille du fichier 7229 Ko
Ce livre est accessible aux handicaps   Informations sur l'accessibilité
Compatibilité

mobile-and-tablet Pour vérifier la compatibilité avec vos appareils,
consultez la page d'aide

Auteur(s) du livre


Defaut-Illustration Jenny Benois-Pineau
Defaut-Illustration Akka Zemmari
Avis clients

Suggestions personnalisées

Restez informé(e) des événements et promotions ebook

Paiements sécurisés

Paiements sécurisés