Monday, September 11, 2017

CfP: "Tensor Image Processing" in Signal Processing: Image Communcation, 2018.

Yipeng sent me the following this past week:

Dear Igor, 
We are currently accepting submissions for the special issue titled "Tensor Image Processing" which will be published in Signal Processing: Image Communcation in 2018.
I guess it might be interesting for some of the Nuit-Blanche readers. If you agree it is suitable, could you help to put it on Nuit Blanche, please? Thank you very much!

Best Regards,

Sure Yipeng ! Here is the call:

Special Issue on Tensor Image Processing

Tensor (i.e. multidimensional array) is a natural representation for image and video. The related advances in applied mathematics allow us to gradually move from classical matrix based methods to tensor methods for image processing methods and applications. The resulted new research topic, called tensor image processing, offers new tools to exploit the multi-dimensional and intrinsic structures in image data. In this inter-disciplinary research field, there are fast emerging works on tensor theory, tensor based models, numerical computation and efficient algorithms, and applications on image and video processing.
This special issue aims to collect the latest original contributions in tensor image processing, and offer new ideas, experiences and discussions by experts in this field. We encourage the submission of papers with new theory, analysis, methods, and applications in tensor image processing. The list of possible topics of interest include, but are not limited to:
  • tensor factorization/decomposition and its analysis
  • tensor computation
  • low rank tensor approximation
  • tensor regression and classification
  • tensor independent component analysis
  • tensor principal component analysis
  • tensor dictionary learning
  • tensor subspace clustering
  • tensor based blind source separation
  • tensor image data fusion
  • tensor image compression
  • tensor image completion
  • tensor image denoising/deblurring
  • tensor image segmentation
  • tensor image registration
  • tensor image feature extraction
  • tensor Image Interpolation
  • tensor image’s quality assessment
Submission Guideline: 
Original papers to report the latest advances on the relevant topics are invited to be submitted through Elsevier Editorial System (EES) by selecting “SI: Tensor Image Processing” as the article type. All the papers will be peer-reviewed following the journal’s reviewing procedures. All the accepted papers should be prepared according to the guidelines set out by the journal.
Important dates:
  • Paper submission due: Feb 9, 2018
  • First notification: May 9, 2018
  • Revision: Jul 9, 2018
  • Final decision: Sept 10, 2018
  • Publication date: Nov 10, 2018
Guest Editors:


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