Special Issue on Advances in Deep Learning for Real-Time Image and Video Reconstruction and Processing (ADLIR) Journal of Real-Time Image Processing

This Special Issue opens to innovative ideas, the latest research and development of deep learning for real-time image and video processing. Papers on the design of new computational tools and methods for real-time image and video reconstruction and processing are welcome. Hence, the target of this special issue is to provide a forum for researchers to focus on computational methods for real-time image reconstruction and processing. To do this, we invite papers (including survey papers) in modeling, algorithm, software optimization, and application of deep learning-based real-time image processing to establish the latest efforts of relevant researchers. [ https://www.springer.com/journal/11554/updates/17230436 | https://www.springer.com/journal/11554/updates/17230436 ]

The list of possible topics, but are not limited to:

* Real-time image and video reconstruction algorithms * Real-time face reconstruction from depth images * New deep learning models for real-time image reconstruction and processing * New objective functions of deep learning for real-time image reconstruction * Real-time MRI and X-ray image processing * Real-time 3D image reconstruction, processing or segmentation * Deep learning and hybrid models for real-time computational methods * Optimization algorithms for real-time image and video reconstruction and processing * Survey /review of deep learning in real-time image reconstruction and processing

Submission Guideline:

Submitted papers should present original, unpublished work, relevant to one of the topics of the Special Issue. All submitted papers will be evaluated on the basis of relevance, the significance of contribution, technical quality, and quality of presentation, by at least three independent reviewers (the papers will be reviewed following standard peer-review procedures of the Journal). Manuscripts are requested according to the Guide for Authors available from the online submission page of the Journal of Real-Time Image Processing (JRTIP) at [ https://www.editorialmanager.com/rtip/default.aspx | https://www.editorialmanager.com/rtip/default.aspx ] . We invite prospective authors to submit their manuscript, via the online submission system on the main journal page. Please make sure you mention in your cover letter that you are submitting to this special issue (ADLIR).

Important Dates:

* Paper submission due: March 31, 2020 * First notification: May 31, 2020 * Revision submission due: July 15, 2020 * Final decision: September 30, 2020 * Publication date: October 2020 (Tentative)

Note: accepted papers are made available online soon after acceptance.