Volume 45, Number 1, January 2012
Human motion, head pose
: Computationally efficient application of the generic shape-illumination invariant to face recognition from video.
Biometrics, iris, fingerprint, writer
3D surface, projection, depth
Objects, circles, features
, András Hajdu
: Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods.
Images, scenes, remote sensing, infrared
, Jian-Feng Ma
, Jiangtao Cui
: Combined blur, translation, scale and rotation invariant image recognition by Radon and pseudo-Fourier-Mellin transforms.
, Joo-Hyoung Lee
: Scale invariant small target detection by optimizing signal-to-clutter ratio in heterogeneous background for infrared search and track.
Clustering, PCA, prototype
: Analysis of parameter selections for fuzzy c-means.
Classification, neural network
, Yixin Chen
, Xin Dang
: Multiclass classification with potential function rules: Margin distribution and generalization.
Discovery, topic modeling, gradient vector
Gene expression, tensor factorization
Ioannis A. Maraziotis
: A semi-supervised fuzzy clustering algorithm applied to gene expression data.
Volume 45, Number 2, February 2012
Images, texture, spatial relation
, Takio Kurita
: Image representation for generic object recognition using higher-order local autocorrelation features on posterior probability images.
, Du-Ming Tsai
: Wavelet-based defect detection in solar wafer images with inhomogeneous texture.
Clustering, distance metric
: A boosting approach for supervised Mahalanobis distance metric learning.
Classification, discriminant analysis
Volume 45, Number 3, March 2012
, Arun Ross
: A comparison of imputation methods for handling missing scores in biometric fusion.
, Hong Yan
: Exon prediction using empirical mode decomposition and Fourier transform of structural profiles of DNA sequences.
Ear, face, pedestrian
, Aurélien Mayoue
, Sonia Garcia-Salicetti
, Bernadette Dorizzi
, M. I. Khalil
, M. N. Moustafa
, H. Abbas
, Daigo Muramatsu
, Berrin A. Yanikoglu
, Alisher Kholmatov
, Marcos Martinez-Diaz
, Julian Fiérrez
, Javier Ortega-Garcia
, Josep Roure Alcobé
, Joan Fabregas
, Marcos Faúndez-Zanuy
, Juan Manuel Pascual-Gaspar
, Valentín Cardeñoso-Payo
, Carlos Vivaracho-Pascual
: BioSecure signature evaluation campaign (BSEC'2009): Evaluating online signature algorithms depending on the quality of signatures.
Learning, action, visual tracking
, Shahid Razzaq
: Frameworks for multivariate m-mediods based modeling and classification in Euclidean and general feature spaces.
Images, neural disparity
Volume 45, Number 4, April 2012
Retina, Endocytosis, Cervical Smear
Pain, Gene Expression
Handwriting, Signature, Documents
, Brijesh Verma
: Binary segmentation algorithm for English cursive handwriting recognition.
: Intelligent region-based thresholding for color document images with highlighted regions.
, Yongmin Li
: Learning pairwise image similarities for multi-classification using Kernel Regression Trees.
, Liya Fan
: A novel supervised dimensionality reduction algorithm: Graph-based Fisher analysis.
Wai Keung Wong
: Discover latent discriminant information for dimensionality reduction: Non-negative Sparseness Preserving Embedding.
, Wen-Kai Tai
: Automatic upright orientation and good view recognition for 3D man-made models.
Images, Image Processing and Retrieval
: Regularized tessellation density estimation with bootstrap aggregation and complexity penalization.
: Image representation using separable two-dimensional continuous and discrete orthogonal moments.
: A block-oriented restoration in gray-scale images using full range autoregressive model.
, Mo Dai
: Image reconstruction from continuous Gaussian-Hermite moments implemented by discrete algorithm.
Objects, Scenes, Shadows
Video, Multimedia, CAD
Clustering, Learning, Subspace Analysis
Manifolds, Error-Correcting Output Codes
Volume 45, Number 5, May 2012
Clustering and Classification
, Yao Gao
, Hongtao Lu
: Efficient linear discriminant analysis with locality preserving for face recognition.
Object Detection, Visual Tracking
Biometrics, Document Analysis
Dimension Reduction, Kernel
: Kernel discriminant analysis for regression problems.
Volume 45, Number 6, June 2012
Special Issue Papers
, Kuldip K. Paliwal
: A new perspective to null linear discriminant analysis method and its fast implementation using random matrix multiplication with scatter matrices.
: A hybrid discretization method for naïve Bayesian classifiers.
: Facing scalability: Naming faces in an online social network.
, Y. F. Li
: Robust visual tracking with structured sparse representation appearance model.
Volume 45, Number 7, July 2012
: Colour invariants under a non-linear photometric camera model and their application to face recognition from video.
Pedestrian and object
Word spotting and signature generation
Clustering and classification
Denoising, images, and segmentation
3D, boundary, agriculture products
Volume 45, Number 8, August 2012
, Daniel Racoceanu
: Point set morphological filtering and semantic spatial configuration modeling: Application to microscopic image and bio-structure analysis.
: Vector quantization based approximate spectral clustering of large datasets.
Volume 45, Number 9, September 2012
Special Issue Papers
, Ana L. N. Fred
: Statistical modeling of dissimilarity increments for d-dimensional data: Application in partitional clustering.
: Shape from Silhouette Consensus.
, Daijin Kim
: Robust face detection using local gradient patterns and evidence accumulation.
, Hau-San Wong
: Joint segmentation of collectively moving objects using a bag-of-words model and level set evolution.
, HyunWook Park
: Multiple target tracking using cognitive data association of spatiotemporal prediction and visual similarity.
, Yi Wan
: Clustering by Sorting Potential Values (CSPV): A novel potential-based clustering method.
: Risk bounds for CART classifiers under a margin condition.
Volume 45, Number 10, October 2012
Visual tracking, motion
Sketch representation, handwriting
Features, junctions, abnormalities
: Local co-occurrence features in subspace obtained by KPCA of local blob visual words for scene classification.
Discriminant, classification, SVM
Graph matching, 3D
Histograms, equalization and matching
: Two-dimensional histogram equalization and contrast enhancement.
Texture, non-uniform patterns
Volume 45, Number 11, November 2012
Eyes, faces, biometrics
, Jianfu Cao
, Chongzhao Han
: Multidimensional particle swarm optimization-based unsupervised planar segmentation algorithm of unorganized point clouds.
Image representation, retrieval
Volume 45, Number 12, December 2012