A model-based method for rotation invariant texture classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combination of Multiple Classifiers Using Local Accuracy Estimates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reflectance and texture of real-world surfaces
ACM Transactions on Graphics (TOG)
Filtering for Texture Classification: A Comparative Study
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Outex - New Framework for Empirical Evaluation of Texture Analysis Algorithms
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
Gaussian MRF Rotation-Invariant Features for Image Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Statistical Approach to Texture Classification from Single Images
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
Shape Localization Based on Statistical Method Using Extended Local Binary Pattern
ICIG '04 Proceedings of the Third International Conference on Image and Graphics
A Sparse Texture Representation Using Local Affine Regions
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Projective Invariant for Textures
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Face Description with Local Binary Patterns: Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Description of interest regions with local binary patterns
Pattern Recognition
Image description using joint distribution of filter bank responses
Pattern Recognition Letters
A Statistical Approach to Material Classification Using Image Patch Exemplars
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dominant local binary patterns for texture classification
IEEE Transactions on Image Processing
Enhanced local texture feature sets for face recognition under difficult lighting conditions
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Applications of universal context modeling to lossless compression of gray-scale images
IEEE Transactions on Image Processing
Aurora image segmentation by combining patch and texture thresholding
Computer Vision and Image Understanding
Crevasse detection in antarctica using ASTER images
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Survey on LBP based texture descriptors for image classification
Expert Systems with Applications: An International Journal
Extended local binary patterns for texture classification
Image and Vision Computing
Incremental face recognition for large-scale social network services
Pattern Recognition
Theories and applications of LBP: a survey
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Geometrically invariant image watermarking using Polar Harmonic Transforms
Information Sciences: an International Journal
Discriminative features for texture description
Pattern Recognition
Directional line edge binary pattern for texture image indexing and retrieval
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Finding correlations between 3-D surfaces: a study in asymmetric incremental sheet forming
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Directional Binary Wavelet Patterns for Biomedical Image Indexing and Retrieval
Journal of Medical Systems
Texture analysis and classification: A complex network-based approach
Information Sciences: an International Journal
Improving HOG with image segmentation: application to human detection
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Performance analysis of colour descriptors for parquet sorting
Expert Systems with Applications: An International Journal
Texture Description Through Histograms of Equivalent Patterns
Journal of Mathematical Imaging and Vision
Cognitive Weave Pattern Prioritization in Fabric Design: An Application-Oriented Approach
International Journal of Cognitive Informatics and Natural Intelligence
Semantic pixel sets based local binary patterns for face recognition
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
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
Noise resistant gradient calculation and edge detection using local binary patterns
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
3D LBP-Based rotationally invariant region description
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
WaveLBP based hierarchical features for image classification
Pattern Recognition Letters
A new approach to estimate lacunarity of texture images
Pattern Recognition Letters
Fused Lasso and rotation invariant autoregressive models for texture classification
Pattern Recognition Letters
Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles
Machine Vision and Applications
Matrix based cyclic spectral estimator for fast and robust texture classification
The Visual Computer: International Journal of Computer Graphics
A distinct and compact texture descriptor
Image and Vision Computing
Hi-index | 0.02 |
In this correspondence, a completed modeling of the local binary pattern (LBP) operator is proposed and an associated completed LBP (CLBP) scheme is developed for texture classification. A local region is represented by its center pixel and a local difference sign-magnitude transform (LDSMT). The center pixels represent the image gray level and they are converted into a binary code, namely CLBP-Center (CLBP_C), by global thresholding. LDSMT decomposes the image local differences into two complementary components: the signs and the magnitudes, and two operators, namely CLBP-Sign (CLBP_S) and CLBP-Magnitude (CLBP_M), are proposed to code them. The traditional LBP is equivalent to the CLBP_S part of CLBP, and we show that CLBP_S preserves more information of the local structure than CLBP_M, which explains why the simple LBP operator can extract the texture features reasonably well. By combining CLBP_S, CLBP_M, and CLBP_C features into joint or hybrid distributions, significant improvement can be made for rotation invariant texture classification.