Tensor Image Processing

  in Special Issue   Posted on August 13, 2017

Information for the Special Issue

Submission Deadline: Fri 09 Feb 2018
Journal Impact Factor : 2.244
Journal Name : Signal Processing: Image Communication
Journal Publisher:
Website for the Special Issue: https://www.journals.elsevier.com/signal-processing-image-communication/call-for-papers/special-issue-on-tensor-image-processing
Journal & Submission Website: https://www.sciencedirect.com/journal/signal-processing-image-communication

Special Issue Call for Papers:

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:

  1. tensor factorization/decomposition and its analysis
  2. tensor computation
  3. low rank tensor approximation
  4. tensor regression and classification
  5. tensor independent component analysis
  6. tensor principal component analysis
  7. tensor dictionary learning
  8. tensor subspace clustering
  9. tensor based blind source separation
  10. tensor image data fusion
  11. tensor image compression
  12. tensor image completion
  13. tensor image denoising/deblurring
  14. tensor image segmentation
  15. tensor image registration
  16. tensor image feature extraction
  17. tensor Image Interpolation
  18. 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) http://ees.elsevier.com/image/ 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:

Shuchin Aeron, Assistant Professor, Tufts University, USA. email: shuchin@ece.tufts.edu

Yipeng Liu, Associate Professor, University of Electronic Science and Technology of China (UESTC), China. email: yipengliu@uestc.edu.cn

Yuning Yang, Research Fellow, KU Leuven, Belgium. email: yuning.yang@kuleuven.be

Qibin Zhao, Unit Leader, RIKEN AIP, Japan. email: qibin.zhao@riken.jp

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