Mixed-norm sparse representation for multi view face recognition

QR Code

Mixed-norm sparse representation for multi view face recognition

Face recognition with multiple views is a challenging research problem. Most of the existing works have focused on extracting shared information among multiple views to improve recognition. However, when the pose variation is too large or missing, ‘shared information’ may not be properly extracted,...

Full description

Bibliographic Details
Main Authors:	Zhang, X., Pham, DucSon, Venkatesh, S., Liu, Wan-Quan, Phung, D.
Format:	Journal Article
Published:	Elsevier Ltd 2015
Online Access:	http://hdl.handle.net/20.500.11937/33750

Similar Items

Innovative sparse representation algorithms for robust face recognition
by: Qui, Huining, et al.
Published: (2011)

A fast extension for sparse representation on robust face recognition
by: Qiu, Hui-ning, et al.
Published: (2010)

Sparse subspace representation for spectral document clustering
by: Budhaditya, S., et al.
Published: (2012)

Clustering Patient Medical Records via Sparse Subspace Representation
by: Budhaditya, S., et al.
Published: (2013)

Multi-View Subspace Clustering for Face Images
by: Zhang, X., et al.
Published: (2016)

Sparse Subspace Clustering via Group Sparse Coding
by: Budhaditya, S., et al.
Published: (2013)

Visual object clustering via mixed-norm regularization
by: Zhang, X., et al.
Published: (2015)

Optimal metric selection for improved multi-pose face recognition with group information
by: Zhang, X., et al.
Published: (2012)

Robust face recognition by utilizing colour information and sparse representation
by: Li, Billy, et al.
Published: (2014)

A single gallery-based face recognition using extended joint sparse representation
by: Shang, K., et al.
Published: (2018)

Evaluation of K-SVD embedded with modified l1-norm sparse representation algorithm
by: Wang, M., et al.
Published: (2017)

Feature selection method based on sparse representation classification for face recognition
by: Boon, Yinn Xi *, et al.
Published: (2014)

Joint learning and dictionary construction for pattern recognition
by: Pham, DucSon, et al.
Published: (2008)

Learning sparse latent representation and distance metric for image retrieval
by: Nguyen, T., et al.
Published: (2013)

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

Multi-modal abnormality detection in video with unknown data segmentation
by: Nguyen, T., et al.
Published: (2012)

Large-scale statistical modeling of motion patterns: A Bayesian nonparametric approach
by: Rana, S., et al.
Published: (2012)

Supervised subspace learning with multi-class Lagrangian SVM on the Grassmann Manifold
by: Pham, DucSon, et al.
Published: (2011)

Efficient algorithms for robust recovery of images from compressed data
by: Pham, DucSon, et al.
Published: (2013)

Sparse representations of image gradient orientations for visual recognition and tracking
by: Tzimiropoulos, Georgios, et al.
Published: (2011)

Evaluation of K-SVD with different embedded sparse representation algorithms
by: Liu, J., et al.
Published: (2016)

Bayesian Nonparametric Approaches to Abnormality Detection in Video Surveillance
by: Nguyen, V., et al.
Published: (2015)

Improved image recovery from compressed data contaminated with impulsive noise
by: Pham, DucSon, et al.
Published: (2011)

Compressive speech enhancement
by: Low, S., et al.
Published: (2013)

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

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

Detection of cross channel anomalies from multiple data channels
by: Pham, DucSon, et al.
Published: (2011)

Detection of Cross-Channel Anomalies
by: Pham, DucSon, et al.
Published: (2012)

Improved Subspace Clustering via Exploitation of Spatial Constraints
by: Pham, DucSon, et al.
Published: (2012)

Learning Boltzmann distance metric for face recognition
by: Tran, Truyen, et al.
Published: (2012)

Optimal design of orders of DFrFTs for sparse representations
by: Zhang, X., et al.
Published: (2018)

Efficient tensor based face recognition
by: Rana, Santu, et al.
Published: (2008)

CCTV Scene Perspective Distortion Estimation From Low-Level Motion Features
by: Arandjelovic, O., et al.
Published: (2016)

Achieving stable subspace clustering by post-processing generic clustering results
by: Pham, DucSon, et al.
Published: (2016)

Stream Quantiles via Maximal Entropy Histograms
by: Arandjelovic, O., et al.
Published: (2014)

Two Maximum Entropy-Based Algorithms for Running Quantile Estimation in Nonstationary Data Streams
by: Arandjelovic, O., et al.
Published: (2015)

The adaptable buffer algorithm for high quantile estimation in non-stationary data streams
by: Arandjelovic, O., et al.
Published: (2015)

A novel information theoretic approach to wavelet feature selection for texture classification
by: Naseem, Imran, et al.
Published: (2012)

Detection of dynamic background due to swaying movements from motion features
by: Pham, DucSon, et al.
Published: (2015)

Viewpoint Distortion Compensation in Practical Surveillance Systems
by: Arandjelovic, O., et al.
Published: (2015)