[Comp-neuro] CFP:IEEE SMC2013 【Manchester】 Special Session:Matrix and Tensor Analysis for Big Vision

刘伟锋 liuwfxy at gmail.com
Fri Mar 15 01:53:42 CET 2013

[ please distribute - apologies for multiple postings ]
Special Session Call for Papers
SMC2013 Special Session on Matrix and Tensor Analysis for Big Vision
Introduction/Call for Papers

Matrix and Tensor analysis has important applications in natural sciences,
medicine, economics, engineering as well as in industry. The research of
matrix and tensor analysis plays important roles in dimension reduction,
spectral analysis, manifold learning, kernel machines, sparse coding, etc.
In recent years, the matrix and tensor analysis presents new research
opportunities to large scale visual data, e.g. large scale face
recognition, intelligent visual surveillance, web-scale image
retrieval/annotation /classification, massive object recognition etc. As a
consequence, matrix and tensor analysis is a never-ending resilience field
and attracts growing efforts from different fields.

This special session hunts for original research results for Matrix and
Tensor Analysis for Big Vision. The goals of this special session are
twofold: 1) developing matrix and tensor analysis algorithms to target
specific applications in large-scale visual data analytics and 2) defining
novel large-scale visual data driven applications, which can be cleared up
by conventional matrix and tensor analysis algorithms.

Indicative Topics/Areas
Manuscripts are solicited to address a wide range of topics in matrix and
tensor analysis, but not limit to the following:

Extension of traditional matrix and tensor analysis, multiview dimension
reduction, spectral analysis, matrix and tensor analysis for manifold
learning, kernel machines and tensor machines, matrix and tensor analysis
for biometrics, matrix and tensor analysis for web-scale multimedia
information retrieval, matrix and tensor analysis for video surveillance,
matrix and tensor analysis for sparse analysis, etc.

Important Dates
March 31, 2013: Deadline for submission of full-length papers to special
June 30, 2013: Acceptance/Rejection Notification.
July 31, 2013: Final camera-ready papers due in electronic form.

Manuscripts for a Special Session should NOT be submitted in duplication to
any other regular or special sessions and should be submitted to SMC 2013
main conference online submission system on SMC 2013 conference website.

All submitted papers of Special Sessions have to undergo the same review
process (three completed reviews per paper).  The technical reviewers for
each Special Session paper will be members of the SMC 2013 Program
Committee and qualified peer-reviewers to be nominated by the Special
Session organizers.

Organized by IEEE SMC TC on Cognitive Computing

Special Session organizer

Dr. Dacheng Tao
University of Technology, Sydney
dacheng.tao at gmail.com


Dr. Weifeng Liu
Associate Professor
China University of Petroleum, China
liuwfxy at gmail.com

Dr. Jun Yu
Associate Professor
Xiamen University, China
yujun at xmu.edu.cn
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