Image Enhancement for Segmentation by Self-Induced Autoregressive Filtering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Two-Dimensional Linear Prediction Model-Based Decorrelation Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Boundary Detection Based on the Long Correlation Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Boundary Detection by Constrained Optimization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Classification of Rotated and Scaled Textured Images Using Gaussian Markov Random Field Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bayesian Segmentation via Asymptotic Partition Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Classification by Wavelet Packet Signatures
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
On a Parameter Estimation Method for Gibbs-Markov Random Fields
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
Rotation and scale invariant wavelet feature for content-based texture image retrieval
Journal of the American Society for Information Science and Technology
Gray Scale and Rotation Invariant Texture Classification with Local Binary Patterns
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Rotation-invariant texture classification
Pattern Recognition Letters
Choice of a 2-D causal autoregressive texture model using information criteria
Pattern Recognition Letters
Texture classification using wavelet transform
Pattern Recognition Letters
Log-Polar Wavelet Energy Signatures for Rotation and Scale Invariant Texture Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Rotation-invariant texture feature for image retrieval
Computer Vision and Image Understanding
Texture segmentation using wavelet transform
Pattern Recognition Letters
Gaussian MRF Rotation-Invariant Features for Image Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture classification using Gabor wavelets based rotation invariant features
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Texture classification using Gabor wavelets based rotation invariant features
Pattern Recognition Letters
Texture image retrieval using rotated wavelet filters
Pattern Recognition Letters
Rotationally Invariant Hashing of Median Binary Patterns for Texture Classification
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Rotation and Scale Invariant Texture Analysis with Tunable Gabor Filter Banks
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Rotation- and scale-invariant texture classification using log-polar and ridgelet transforms
Machine Graphics & Vision International Journal
Invariant texture classification for biomedical cell specimens via non-linear polar map filtering
Computer Vision and Image Understanding
Dominant local binary patterns for texture classification
IEEE Transactions on Image Processing
Evaluation of the Texture Analysis Using Spectral Correlation Function
Fundamenta Informaticae
Novel approach for rotation invariant texture recognition
CI '07 Proceedings of the Third IASTED International Conference on Computational Intelligence
Advances in Rotation-Invariant Texture Analysis
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Journal of Visual Communication and Image Representation
Shape-based Invariant Texture Indexing
International Journal of Computer Vision
Texture classification using combined image decomposition methods
Machine Graphics & Vision International Journal
Dayside corona aurora classification based on X-gray level aura matrices
Proceedings of the ACM International Conference on Image and Video Retrieval
Illumination invariant and rotational insensitive textural representation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A completed modeling of local binary pattern operator for texture classification
IEEE Transactions on Image Processing
Colour and rotation invariant textural features based on Markov random fields
Pattern Recognition Letters
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Rotation-invariant texture features from the steered Hermite transform
Pattern Recognition Letters
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Texture feature-based image classification using wavelet package transform
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Sorted random projections for robust rotation-invariant texture classification
Pattern Recognition
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
Evaluation of the Texture Analysis Using Spectral Correlation Function
Fundamenta Informaticae
Continuous rotation invariant local descriptors for texton dictionary-based texture classification
Computer Vision and Image Understanding
Rotation Invariance in 2D-FRFT with Application to Digital Image Watermarking
Journal of Signal Processing Systems
Fused Lasso and rotation invariant autoregressive models for texture classification
Pattern Recognition Letters
Hi-index | 0.15 |
This paper presents a new model-based approach for texture classification which is rotation invariant, i.e., the recognition accuracy is not affected if the orientation of the test texture is different from the orientation of the training samples. The method uses three statistical features, two of which are obtained from a new parametric model of the image called a ``circular symmetric autoregressive model.'' Two of the proposed features have physical interpretation in terms of the roughness and directionality of the texture. The results of several classification experiments on differently oriented samples of natural textures including both microtextures and macrotextures are presented.