Editorial board and publication information
Blaire Mossman (1950–2011)
Special edition on semi-supervised learning for visual content analysis and understanding
Incremental kernel learning for active image retrieval without global dictionaries
Hypergraph with sampling for image retrieval
Latent visual context learning for web image applications
A transductive multi-label learning approach for video concept detection
Discriminative deep belief networks for visual data classification
Semi-supervised Elastic net for pedestrian counting
A fast quasi-Newton method for semi-supervised SVM
Segmentation of retinal blood vessels using the radial projection and semi-supervised approach
Discriminative semi-supervised learning of dynamical systems for motion estimation
Boosted multi-class semi-supervised learning for human action recognition
SALSAS: Sub-linear active learning strategy with approximate k-NN search
Transfer latent variable model based on divergence analysis
Learning context-sensitive similarity by shortest path propagation
Active learning with adaptive regularization
Improved learning of I2C distance and accelerating the neighborhood search for image classification
A novel multi-view learning developed from single-view patterns
Multi-scale stacked sequential learning
Optimization for limited angle tomography in medical image processing
Hierarchical annotation of medical images
Non-rigid image registration of brain magnetic resonance images using graph-cuts
Analysis of pattern recognition techniques for in-air signature biometrics
Image segmentation based on the integration of colour–texture descriptors—A review
PLBP: An effective local binary patterns texture descriptor with pyramid representation
Image representation using Laplacian regularized nonnegative tensor factorization
Image segmentation by iterated region merging with localized graph cuts
Interactive segmentation based on component-trees
Pair-polar coordinate-based cancelable fingerprint templates
Face recognition based on the multi-scale local image structures
Illumination invariant feature extraction and mutual-information-based local matching for face recognition under illumination variation and occlusion
Human face recognition based on multidimensional PCA and extreme learning machine
Regression based automatic face annotation for deformable model building
Wavelet kernel learning
Multivariate online kernel density estimation with Gaussian kernels
Recursive projection twin support vector machine via within-class variance minimization
A probabilistic model of classifier competence for dynamic ensemble selection
Partial AUC maximization in a linear combination of dichotomizers
TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition
Faithful polygonal representation of the convex and concave parts of a digital curve
Near-real-time stereo matching with slanted surface modeling and sub-pixel accuracy
Comparison of stochastic filtering methods for 3D tracking
Generalized darting Monte Carlo
Text-independent speaker identification using Radon and discrete cosine transforms based features from speech spectrogram
Progressive dimensionality reduction by transform for hyperspectral imagery
Blockwise projection matrix versus blockwise data on undersampled problems: Analysis, comparison and applications
A general stochastic clustering method for automatic cluster discovery
Nonlinear nonnegative matrix factorization based on Mercer kernel construction
