Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Path-Based Clustering for Grouping of Smooth Curves and Texture Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Radon Transform Orientation Estimation for Rotation Invariant Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Comparative experiment with colour texture classifiers using the CCR feature space
Pattern Recognition Letters
Extension of higher order local autocorrelation features
Pattern Recognition
Segmentation and description of natural outdoor scenes
Image and Vision Computing
Review: Which is the best way to organize/classify images by content?
Image and Vision Computing
Increasing the discrimination power of the co-occurrence matrix-based features
Pattern Recognition
A comparative study on multivariate mathematical morphology
Pattern Recognition
Demonstration of image retrieval based on illumination invariant textural MRF features
Proceedings of the 6th ACM international conference on Image and video retrieval
Image retrieval measures based on illumination invariant textural MRF features
Proceedings of the 6th ACM international conference on Image and video retrieval
Evaluation of the effects of Gabor filter parameters on texture classification
Pattern Recognition
On lexicographical ordering in multivariate mathematical morphology
Pattern Recognition Letters
Pattern Recognition Letters
α-Trimmed lexicographical extrema for pseudo-morphological image analysis
Journal of Visual Communication and Image Representation
Multiresolution image parametrization for improving texture classification
EURASIP Journal on Advances in Signal Processing
Supervised Segmentation Based on Texture Signatures Extracted in the Frequency Domain
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Blur Insensitive Texture Classification Using Local Phase Quantization
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Rotationally Invariant Hashing of Median Binary Patterns for Texture Classification
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Multi-resolution Texture Classification Based on Local Image Orientation
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Textile Recognition Using Tchebichef Moments of Co-occurrence Matrices
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Rotation-invariant colour texture classification through multilayer CCR
Pattern Recognition Letters
Classifying Natural Objects on Outdoor Scenes
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Rotation Invariant Image Description with Local Binary Pattern Histogram Fourier Features
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Towards symbolic mining of images with association rules: Preliminary results on textures
Intelligent Data Analysis - Analysis of Symbolic and Spatial Data
Morphological description of color images for content-based image retrieval
IEEE Transactions on Image Processing
Computer Vision and Image Understanding
Efficient locally linear embeddings of imperfect manifolds
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Multi-scale binary patterns for texture analysis
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Texture classification by combining local binary pattern features and a self-organizing map
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
A completed modeling of local binary pattern operator for texture classification
IEEE Transactions on Image Processing
Shape recognition, with applications to a passive assistant
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
A robust texture descriptor using multifractal analysis with Gabor filter
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Colour and rotation invariant textural features based on Markov random fields
Pattern Recognition Letters
Descriptor learning based on fisher separation criterion for texture classification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Von Kries model under Planckian illuminants
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Linking the von Kries model to Wien's law for the estimation of an illuminant invariant image
Pattern Recognition Letters
Image processing and machine learning for fully automated probabilistic evaluation of medical images
Computer Methods and Programs in Biomedicine
Low-dimensional and comprehensive color texture description
Computer Vision and Image Understanding
Texture image retrieval: a feature-based correspondence method in fourier spectrum
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Information Sciences: an International Journal
The eigen-transform and applications
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
A learning framework for object recognition on image understanding
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Spatial morphological covariance applied to texture classification
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Feature extraction based on co-occurrence of adjacent local binary patterns
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
Texture image classification using complex texton
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Discriminative features for texture description
Pattern Recognition
A robust texture feature extraction using the localized angular phase
Multimedia Tools and Applications
Texton theory revisited: A bag-of-words approach to combine textons
Pattern Recognition
Extending morphological covariance
Pattern Recognition
RGB color distribution analysis using volumetric fractal dimension
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
Local phase quantization for blur-insensitive image analysis
Image and Vision Computing
Texture analysis and classification: A complex network-based approach
Information Sciences: an International Journal
Median binary pattern for textures classification
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Comparative study of moment based parameterization for morphological texture description
Journal of Visual Communication and Image Representation
Texture Description Through Histograms of Equivalent Patterns
Journal of Mathematical Imaging and Vision
Illuminant invariant descriptors for color texture classification
CCIW'13 Proceedings of the 4th international conference on Computational Color Imaging
Noise robust rotation invariant features for texture classification
Pattern Recognition
International Journal of Computer Applications in Technology
Color texture analysis using CFA chromatic co-occurrence matrices
Computer Vision and Image Understanding
Efficient image appearance description using dense sampling based local binary patterns
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Texture recognition by using a non-linear kernel
International Journal of Computer Applications in Technology
Texture databases - A comprehensive survey
Pattern Recognition Letters
Probabilistic pseudo-morphology for grayscale and color images
Pattern Recognition
Gabor wavelets combined with volumetric fractal dimension applied to texture analysis
Pattern Recognition Letters
| Hi-index | 0.00 |
This paper presents the current status of a new initiative aimed at developing a versatile framework and image database for empirical evaluation of texture analysis algorithms. The proposed Outex framework contains a large collection of surface textures captured under different conditions, which facilitates construction of a wide range of texture analysis problems. The problems are encapsulated into test suites, for which baseline results obtained with algorithms from literature are provided. The rich functionality of the framework is demonstrated with examples in texture classification, segmentation and retrieval. The framework has a web site for public dissemination of the database and comparative results obtained by research groups world wide.