Abstract:
The special issue aims to cover the latest research topics in designing and deploying visual information analytics and management techniques using deep learning. It is intended to serve as a platform to researchers who want to present research in deep learning. The special issue focuses explicitly on deep learning and its application in visual computing and signal processing. It emphasizes on the extent to which Deep Learning can help specialists in understanding and analyzing complex images and signals. The field of Visual Information Analytics and Management is considered in its broadest sense and covers both digital and analog aspects. This involves development of techniques for image analysis, understanding and restoration. Deep learning techniques are effective for visual analytics. Deep learning is a fast growing area and is gaining impetus for application in various fields. Therefore, in this special issue, the objective is to publish articles related to deep learning in various problems of visual information analytics and management.
Machine summary:
Guest Editorial: Deep Learning for Visual Information Analytics and Management Krishna Kant Singh* *Corresponding Author, Associate Prof.
/ Abstract The special issue aims to cover the latest research topics in designing and deploying visual information analytics and management techniques using deep learning.
Therefore, in this special issue the objective is to publish articles related to deep learning in various problems of visual information analytics and management.
The use of deep learning for visual information analytics is an interesting and significant research area.
The articles in the special issue are on the topics like handwriting analysis, digital watermarking, use of visual information for healthcare applications.
The research papers contribute significantly to the use of deep learning in visual information analytics.
The authors have presented a novel deep learning model for the analysis of handwriting.
Guest Editorial: Deep Learning for Visual Information Analytics and Management.