Deep Learning for Real-Time Image and Video Reconstruction and Processing (ADLIR) Call for Papers

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

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Submitted papers should present original, unpublished work, relevant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 . 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.