posted by organizer: elhassouni || 1218 views || tracked by 1 users: [display]

DELVIC 2020 : [J. Imaging] Special Issue Deep Learning for Visual Contents Processing and Analysis

FacebookTwitterLinkedInGoogle

Link: https://www.mdpi.com/journal/jimaging/special_issues/visual_contents
 
When N/A
Where N/A
Submission Deadline Jan 31, 2021
 

Call For Papers

Dear Colleagues,

Nowadays, many visualization and imaging systems generate complex visual contents with a large amount of data, making the data extremely difficult to handle. This growing mass of data requires new strategies for data analysis and interpretation. In recent years, particular attention has been paid to deep learning methods for visual contents analysis and applications. Inspired by artificial intelligence, mathematics, biology and other fields, these methods can find relationships between different categories of complex data and provide a set of tools for analyzing and handling visual contents.

This Special Issue will provide a forum to publish original research papers covering state-of-the-art, new algorithms, methodologies, applications, theories and implementations of deep learning methods for visual contents, such as image, video, stereoscopic images, 3D meshes, points clouds, visual graphs, etc.

This Special Issue is primarily focused on, but not limited to, the following topics:

Classification;
Retrieval;
Restoration;
Compression;
Segmentation;
Visual quality assessment;
Convolutional neural networks (CNN);
Autoencoders;
Generative adversarial networks (GAN);
Reinforcement learning.
Prof. Dr. Hocine Cherifi
Prof. Dr. Mohammed El Hassouni
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Journal of Imaging is an international peer-reviewed open access monthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1000 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Special Issue Editors

Prof. Dr. Hocine Cherifi Website
Guest Editor
LE2I, University of Burgundy, UMR 6306 CNRS, Dijon, France
Interests: Signal & Image Processing; Computer Vision; Data Compression; Multimedia Quality; Complex Networks

Prof. Dr. Mohammed El Hassouni Website
Guest Editor
LRIT, FLSHR, Mohammed V University in Rabat, Rabat, Morocco
Interests: Computer Vision; Deep learning; Complex Networks; Data modeling and analysis; Artificial Intelligence

Related Resources

DLTCI 2023   Special Issue on: Deep Learning Techniques for Cancer Imaging
MLDM 2023   18th International Conference on Machine Learning and Data Mining
MIIP 2023   Medical Imaging & Image Processing III
Current IoT Trends 2023   Current IoT Trends, Issues, and Future Potential Using AI & Machine Learning Techniques
Trustworthy Artificial Intelligence 2023   Trustworthy Artificial Intelligence for Big Data-Driven Research Applications based on Internet of Everythings
MDM special issue 2022   MDM special issue: Diagnosis of early Alzheimer's disease based on Artificial Intelligence
FAIML 2023   2023 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2023)
IJCNN 2023   International Joint Conference on Neural Networks
CFDSP 2023   2023 International Conference on Frontiers of Digital Signal Processing (CFDSP 2023)
IEEE ICA 2022   The 6th IEEE International Conference on Agents