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  1. Journal of Shanghai Jiaotong University (Science)
  2. Journal of Shanghai Jiaotong University (Science) : Volume 15
  3. Journal of Shanghai Jiaotong University (Science) : Volume 15, Issue 5, October 2010
  4. Face recognition via adaptive image combination
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Journal of Shanghai Jiaotong University (Science) : Volume 22
Journal of Shanghai Jiaotong University (Science) : Volume 21
Journal of Shanghai Jiaotong University (Science) : Volume 20
Journal of Shanghai Jiaotong University (Science) : Volume 19
Journal of Shanghai Jiaotong University (Science) : Volume 18
Journal of Shanghai Jiaotong University (Science) : Volume 17
Journal of Shanghai Jiaotong University (Science) : Volume 16
Journal of Shanghai Jiaotong University (Science) : Volume 15
Journal of Shanghai Jiaotong University (Science) : Volume 15, Issue 6, December 2010
Journal of Shanghai Jiaotong University (Science) : Volume 15, Issue 5, October 2010
Opportunistic preventive maintenance optimization for multi-unit series systems with combing multi-preventive maintenance techniques
Friction and cutting properties of hot-filament chemical vapor deposition micro- and fine-grained diamond coated silicon nitride inserts
Numerical simulation to reliability analysis of fault-tolerant repairable system
Numerical implementation of meshless method for electromagnetic field governing equations
Threshold controlled scheme of difference expansion techniques for reversible watermarking
A novel active contour model for medical image segmentation
Method for workspace calculation of 6R serial manipulator based on surface enveloping and overlaying
Modular design of complex product based on the triple fusion of function/feature/knowledge
Design and control of a coupling mechanism-based prosthetic hand
Multiple models direct adaptive controller for a stochastic non-minimum phase system
Surface reconstruction by structured light projection
Application of the computer-aided quenching technology on the connecting bar of 42CrMo4
Face recognition via adaptive image combination
A numerical approach to trajectory planning for yoyo movement
A new solution to the inverse position analysis of the redundant serial robot
Stability of radial basis collocation method for transient dynamics
Comparison of gas particle flow prediction from large eddy simulation and Reynolds-averaging Navier-Stokes modeling
Transforaminal lumbar interbody fusion for traumatic lumbar spondylolisthesis
Gait analysis in primary total knee arthroplasty with and without patellar resurfacing: A randomized control study
Construction of eukaryotic recombinant vector of renalase and its expression as a eukaryotic protein
Journal of Shanghai Jiaotong University (Science) : Volume 15, Issue 4, August 2010
Journal of Shanghai Jiaotong University (Science) : Volume 15, Issue 3, June 2010
Journal of Shanghai Jiaotong University (Science) : Volume 15, Issue 2, April 2010
Journal of Shanghai Jiaotong University (Science) : Volume 15, Issue 1, February 2010
Journal of Shanghai Jiaotong University (Science) : Volume 14
Journal of Shanghai Jiaotong University (Science) : Volume 13

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Face recognition via adaptive image combination

Content Provider Springer Nature Link
Author Yu, Wei wei
Copyright Year 2010
Abstract Dimension reduction and manifold learning are the two most popular feature extraction methods. The two methods focus on spatial locality as a guiding principle to find a low-dimensional basis for describing high-dimensional data, but no bases or features are more spatially localized than the original image pixels. So, adaptive image combination is presented to represent a class by a combined sample. The combined sample is a linear combination of original samples in the same class. Adaptive image combination (AIC) find the best combination coefficients by minimizing the intrapersonal distance and maximizing the interpersonal distance. Experimental results show that AIC is effective.
Starting Page 600
Ending Page 603
Page Count 4
File Format PDF
ISSN 10071172
Journal Journal of Shanghai Jiaotong University (Science)
Volume Number 15
Issue Number 5
e-ISSN 19958188
Language English
Publisher Shanghai Jiaotong University Press
Publisher Date 2010-10-05
Publisher Place Heidelberg
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword face recognition feature extraction adaptive image combination (AIC) Life Sciences Architecture Computer Science Materials Science Electrical Engineering
Content Type Text
Resource Type Article
Subject Multidisciplinary
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