Discriminative structure discovery via dimensionality reduction for facial image manifold

QR Code

Discriminative structure discovery via dimensionality reduction for facial image manifold

Manifold learning aims to map the original data from a high-dimensional space into a low-dimensional feature space with possible better discriminative structure. In this paper, we propose a supervised manifold learning approach called SubManifold Individuality LEarning (SMILE). In SMILE, the linear...

Full description

Bibliographic Details
Main Authors:	Chen, X., Fan, K., Liu, Wan-Quan, Zhang, X., Xue, M.
Format:	Journal Article
Published:	Springer-Verlag London Ltd 2014
Online Access:	http://hdl.handle.net/20.500.11937/12916

Similar Items

Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets
by: Yang, L., et al.
Published: (2017)

The Uncorrelated and Discriminant Colour Space for Facial Expression Recognition
by: Xue, Mingliang, et al.
Published: (2014)

Facial feature discovery for ethnicity recognition
by: Wang, C., et al.
Published: (2018)

Unsupervised Iterative Manifold Alignment via Local Feature Histograms
by: Fan, Ke, et al.
Published: (2014)

Person-independent facial expression recognition via hierarchical classification
by: Xue, Mingliang, et al.
Published: (2013)

Discriminant feature extraction and selection for person-independent facial expression recognition
by: Xue, Mingliang
Published: (2015)

M-theory on seven-dimensional manifolds with SU(3) structure
by: Micu, Andrei, et al.
Published: (2006)

Kernel discriminant analysis for color face recognition
by: Zhang, X., et al.
Published: (2012)

Robust learning of discriminative projection for multicategory classification on the Stiefel manifold
by: Pham, DucSon, et al.
Published: (2008)

Unsupervised manifold alignment using soft-assign technique
by: Fan, K., et al.
Published: (2016)

Quantum periods for 3-dimensional Fano manifolds
by: Coates, Tom, et al.
Published: (2016)

An ICA-based other-race effect elimination for facial expression recognition
by: Xue, M., et al.
Published: (2018)

Quantum periods for certain four-dimensional Fano manifolds
by: Coates, Tom, et al.
Published: (2018)

Face recognition via two dimensional locality preserving projection in frequency domain
by: Lu, C., et al.
Published: (2010)

Face recognition based on manifold constrained joint sparse sensing with K-SVD
by: Liu, J., et al.
Published: (2018)

Semantic facial descriptor extraction via Axiomatic Fuzzy Set
by: Ren, Y., et al.
Published: (2015)

Margin preserving projection for image set based face recognition
by: Fan, K., et al.
Published: (2011)

Semantic facial description via axiomatic Fuzzy Set based clustering
by: Li, Q., et al.
Published: (2016)

Boosting performance for 2D linear discriminant analysis via regression
by: Nguyen, Nam, et al.
Published: (2008)

Structures of differentiable manifolds / by Tu Yong Eng
by: Tu, Yong Eng
Published: (1990)

Reducing heterotic M-theory to five dimensional supergravity on a manifold with boundary
by: Moss, Ian G., et al.
Published: (2011)

A note on starshaped sets in 2-dimensional manifolds without conjugate points
by: Kilicman, Adem, et al.
Published: (2014)

Image Retrieval Based on Discrete Fractional Fourier Transform Via Fisher Discriminant
by: Zhang, Xinguang, et al.
Published: (2017)

A computational other-race-effect analysis for 3D facial expression recognition
by: Xue, M., et al.
Published: (2016)

Automatic 4D facial expression recognition using DCT features
by: Xue, M., et al.
Published: (2015)

Multi-ethnic facial features extraction based on axiomatic fuzzy set theory
by: Li, Z., et al.
Published: (2017)

The matrix form for weighted linear discriminant analysis and fractional linear discriminant analysis
by: Xu, T., et al.
Published: (2009)

Fully automatic 3D facial expression recognition using local depth features
by: Xue, Mingliang, et al.
Published: (2014)

Feature selection via dimensionality reduction for object class recognition
by: Manshor, Noridayu, et al.
Published: (2011)

Mirror symmetry and Fano manifolds
by: Coates, Tom, et al.
Published: (2013)

On convexity in product of Riemannian manifolds
by: Saleh, Wedad, et al.
Published: (2016)

Accurate Facial Landmarks Detection for Frontal Faces with Extended Tree-Structured Models
by: Liang, Antoni, et al.
Published: (2014)

Shape-controlled synthesis of three-dimensional branched CdS nanostructure arrays: Structural characteristics and formation mechanism
by: Shen, Q., et al.
Published: (2013)

Face recognition based two dimensional locality preserving projection in frequency domain
by: Lu, C., et al.
Published: (2012)

Gender classification from facial images
by: Ng, Epin
Published: (2015)

Gender estimation based on facial image
by: Yajid, Azlin
Published: (2005)

3-Dimensional Facial Analysis-Facing Precision Public Health.
by: Baynam, G., et al.
Published: (2017)

Thermal fracture analysis of a two-dimensional decagonal quasicrystal coating structure with interface cracks
by: Zhao, M., et al.
Published: (2023)

Contributions to Stein's method on Riemannian manifolds
by: Lewis, Alexander
Published: (2023)

Exhaust Manifold Assessment for Backpressure Minimization
by: Muhammad Izzat Nor, Ma'arof, et al.
Published: (2023)