Top

Neural Processing Letters

Published in:

03-06-2021

Special Issue: Capsule Networks and Imaging Science (CNIS)

Authors: P. Karuppusmay, Fuqian Shi, Yong Shi

Published in: Neural Processing Letters | Issue 4/2021

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Excerpt

Imaging science has emerged as one of the most significant research domains by developing new technologies for image generation, analysis, classification, and visualization. The current technologies like big data, artificial intelligence [AI], big data, machine learning and deep learning enables a detailed real-time visualization of the intended images. To give a newer dimension to the imaging science, the term capsule networks have been conceptualized. With its advanced capability to fetch the spatial information and more significant image features, Capsule Networks (CapsNet) can easily overcome any information loss that happen during the image processing tasks especially during image reconstruction. This special issue on “Capsule Networks and Imaging Science” has investigated the challenges in real-time image processing and proposed novel solutions with different neural network models to process the complex data and tasks. …

next article Canonical Correlation Analysis Based Hyper Basis Feedforward Neural Network Classification for Urban Sustainability

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Title: Special Issue: Capsule Networks and Imaging Science (CNIS)
Authors: P. Karuppusmay
Fuqian Shi
Yong Shi
Publication date: 03-06-2021
Publisher: Springer US
Published in: Neural Processing Letters / Issue 4/2021
Print ISSN: 1370-4621
Electronic ISSN: 1573-773X
DOI: https://doi.org/10.1007/s11063-021-10550-6

Springer Professional

Excerpt

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Other articles of this Issue 4/2021

A Hybrid Multi-gene Genetic Programming with Capuchin Search Algorithm for Modeling a Nonlinear Challenge Problem: Modeling Industrial Winding Process, Case Study

CloudU-Netv2: A Cloud Segmentation Method for Ground-Based Cloud Images Based on Deep Learning

Boundary Adjusted Network Based on Cosine Similarity for Temporal Action Proposal Generation

The Kuramoto Model: The Stability Conditions in the Presence of Phase Shift

Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory

Grading of Knee Osteoarthritis Using Convolutional Neural Networks