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Special Issue : Deep Learning for Visual Contents Processing and Analysis
Special Issue : Deep Learning for Visual Contents Processing and Analysis

Special Issue : Deep Learning for Visual Contents Processing and Analysis

Submission Deadline: January 31, 2021




About

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.


Call for Papers

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.



Credits and Sources

[1] Special Issue : Deep Learning for Visual Contents Processing and Analysis


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