posted by organizer: vimai || 10054 views || tracked by 13 users: [display]

SPIC: Tensor Image Prococessing 2018 : Signal Processing: Image Communication: Special Issue on Tensor Image Processing


When N/A
Where N/A
Submission Deadline Feb 9, 2018
Notification Due May 9, 2018
Final Version Due Jul 9, 2018
Categories    signal processing   machine learning   applied mathematics

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:

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: Apr. 9, 2018

First notification: Jul. 9, 2018

Revision: Sept. 9, 2018

Final decision: Nov. 9, 2018

Publication date: Dec. 9, 2018

Guest Editors:

Shuchin Aeron, Assistant Professor, Tufts University, USA. email:

Yipeng Liu, Associate Professor, University of Electronic Science and Technology of China (UESTC), China. email:

Yuning Yang, Research Fellow, KU Leuven, Belgium. email:

Qibin Zhao, Unit Leader, RIKEN AIP, Japan. email:

Related Resources

ICVISP 2022   2022 6th International Conference on Vision, Image and Signal Processing (ICVISP 2022)
ICDM 2022   22nd IEEE International Conference on Data Mining
MDA AI&PR 2023   18th International Conference on Mass Data Analysis of Images and Signals with Applications in Medicine, r/g/b Biotechnology, Food Industries and Dietetics, Biometry and Security,
CFDSP 2023   2023 International Conference on Frontiers of Digital Signal Processing (CFDSP 2023)
ICVISP 2022   2022 6th International Conference on Vision, Image and Signal Processing (ICVISP 2022)
MLDM 2023   18th International Conference on Machine Learning and Data Mining
IFSP--Ei, Scopus 2023   2023 the 3rd International Forum on Signal Processing (IFSP 2023)--Ei Compendex, Scopus
FAIML 2022   2022 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2022)
ICOSP 2022   2022 The 8th International Conference on Signal Processing (ICOSP 2022)
SITIS 2022   Int Conf. Signal Image and Internet Based Systems : TRACK ISSA on Intelligent Systems, Services and Applications