Representation of local geometry in the visual system
Biological Cybernetics
Computer Vision, Graphics, and Image Processing
Classification of Rotated and Scaled Textured Images Using Gaussian Markov Random Field Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Periodicity, Directionality, and Randomness: Wold Features for Image Modeling and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Direct computation of shape cues using scale-adapted spatial derivative operators
International Journal of Computer Vision - Special issue: machine vision research at the Royal Institute of Technology
Local Grayvalue Invariants for Image Retrieval
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
Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature Detection with Automatic Scale Selection
International Journal of Computer Vision
The Earth Mover's Distance as a Metric for Image Retrieval
International Journal of Computer Vision
Saliency, Scale and Image Description
International Journal of Computer Vision
Contour and Texture Analysis for Image Segmentation
International Journal of Computer Vision
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
International Journal of Computer Vision
The Structure of Locally Orderless Images
International Journal of Computer Vision
Shape Matching and Object Recognition Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-view Matching for Unordered Image Sets, or "How Do I Organize My Holiday Snaps?"
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
An Affine Invariant Interest Point Detector
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Classifying Images of Materials: Achieving Viewpoint and Illumination Independence
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Empirical Evaluation of Dissimilarity Measures for Color and Texture
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Texture-Based Image Retrieval without Segmentation
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Performance Analysis in Content-Based Retrieval with Textures
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 4
Mean Shift Based Clustering in High Dimensions: A Texture Classification Example
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Affine-Invariant Local Descriptors and Neighborhood Statistics for Texture Recognition
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Combining Gradient and Albedo Data for Rotation Invariant Classification of 3D Surface Texture
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Video Google: A Text Retrieval Approach to Object Matching in Videos
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Matching Widely Separated Views Based on Affine Invariant Regions
International Journal of Computer Vision
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
A Comparison of Affine Region Detectors
International Journal of Computer Vision
Shape Classification Using the Inner-Distance
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Visual learning of texture descriptors for facial expression recognition in thermal imagery
Computer Vision and Image Understanding
An Efficient Earth Mover's Distance Algorithm for Robust Histogram Comparison
IEEE Transactions on Pattern Analysis and Machine Intelligence
Model of Frequency Analysis in the Visual Cortex and the Shape from Texture Problem
International Journal of Computer Vision
Learning to Recognize Objects with Little Supervision
International Journal of Computer Vision
Unsupervised texture classification: Automatically discover and classify texture patterns
Image and Vision Computing
Content based video matching using spatiotemporal volumes
Computer Vision and Image Understanding
Novel Similarity Measures for Differential Invariant Descriptors for Generic Object Retrieval
Journal of Mathematical Imaging and Vision
Description of interest regions with local binary patterns
Pattern Recognition
Performance evaluation of local colour invariants
Computer Vision and Image Understanding
Material-specific adaptation of color invariant features
Pattern Recognition Letters
Numismatic Object Identification Using Fusion of Shape and Local Descriptors
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
An Alternative Approach to Computing Shape Orientation with an Application to Compound Shapes
International Journal of Computer Vision
Viewpoint Invariant Texture Description Using Fractal Analysis
International Journal of Computer Vision
Shape and texture clustering: Best estimate for the clusters number
Image and Vision Computing
Basic Image Features (BIFs) Arising from Approximate Symmetry Type
SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part II: Bioinspired Applications in Artificial and Natural Computation
Regional category parsing in undirected graphical models
Pattern Recognition Letters
Deep exploration for experiential image retrieval
MM '09 Proceedings of the 17th ACM international conference on Multimedia
A procedure of adaptive kernel combination with kernel-target alignment for object classification
Proceedings of the ACM International Conference on Image and Video Retrieval
Radon representation-based feature descriptor for texture classification
IEEE Transactions on Image Processing
Classifying materials in the real world
Image and Vision Computing
Evaluating the Suitability of Feature Detectors for Automatic Image Orientation Systems
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Region Graph Spectra as Geometric Global Image Features
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Coherent phrase model for efficient image near-duplicate retrieval
IEEE Transactions on Multimedia
Stratification-based keyframe cliques for removal of near-duplicates in video search results
Proceedings of the international conference on Multimedia information retrieval
Learning best features and deformation statistics for hierarchical registration of MR brain images
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
Shape-based Invariant Texture Indexing
International Journal of Computer Vision
Image matching using enclosed region detector
Journal of Visual Communication and Image Representation
Use of MKL as symbol classifier for Gujarati character recognition
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Wavelet leader multifractal analysis for texture classification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A novel local descriptor based on image patch gray-value coding
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Geometric distortion insensitive image watermarking in affine covariant regions
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A zernike moment phase-based descriptor for local image representation and matching
IEEE Transactions on Image Processing
Texture classification by modeling joint distributions of local patterns with Gaussian mixtures
IEEE Transactions on Image Processing
A completed modeling of local binary pattern operator for texture classification
IEEE Transactions on Image Processing
A new approach for texture classification in CBIR
International Journal of Computer Applications in Technology
Two novel real-time local visual features for omnidirectional vision
Pattern Recognition
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Spatial statistics of visual keypoints for texture recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Efficient non-consecutive feature tracking for structure-from-motion
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Balancing deformability and discriminability for shape matching
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Optimal operations for visual categorization
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Research and applications on georeferenced multimedia: a survey
Multimedia Tools and Applications
Linear discriminant analysis for signatures
IEEE Transactions on Neural Networks
Plant texture classification using gabor co-occurrences
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Compressed sensing for robust texture classification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Exploiting local dependencies with spatial-scale space (S-Cube) for near-duplicate retrieval
Computer Vision and Image Understanding
Orientation and anisotropy of multi-component shapes from boundary information
Pattern Recognition
Random interest regions for object recognition based on texture descriptors and bag of features
Expert Systems with Applications: An International Journal
Texture analysis based on saddle points-based BEMD and LBP
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Expert Systems with Applications: An International Journal
Rotation-invariant texture features from the steered Hermite transform
Pattern Recognition Letters
Recognizing clothes patterns for blind people by confidence margin based feature combination
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Trajectories based descriptor for dynamic events annotation
J-MRE '11 Proceedings of the 2011 joint ACM workshop on Modeling and representing events
Low-dimensional and comprehensive color texture description
Computer Vision and Image Understanding
Infinite Liouville mixture models with application to text and texture categorization
Pattern Recognition Letters
Discriminative compact pyramids for object and scene recognition
Pattern Recognition
Information Sciences: an International Journal
CAD model visual registration from closed-contour neighborhood descriptors
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
A general learning framework for non-rigid image registration
Miar'06 Proceedings of the Third international conference on Medical Imaging and Augmented Reality
EMD-L1: an efficient and robust algorithm for comparing histogram-based descriptors
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Sorted random projections for robust rotation-invariant texture classification
Pattern Recognition
Context-Aware Semi-Local Feature Detector
ACM Transactions on Intelligent Systems and Technology (TIST)
Expert Systems with Applications: An International Journal
Description of interest regions with center-symmetric local binary patterns
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Extended local binary patterns for texture classification
Image and Vision Computing
Self-similarity and points of interest in textured images
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Modulating Shape Features by Color Attention for Object Recognition
International Journal of Computer Vision
Fast Local Self-Similarity for describing interest regions
Pattern Recognition Letters
A Review of Codebook Models in Patch-Based Visual Object Recognition
Journal of Signal Processing Systems
Local phase quantization for blur-insensitive image analysis
Image and Vision Computing
Learning basic patterns from repetitive texture surfaces under non-rigid deformations
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Continuous rotation invariant local descriptors for texton dictionary-based texture classification
Computer Vision and Image Understanding
Scale selection for supervised image segmentation
Image and Vision Computing
Local log-euclidean covariance matrix (L2ECM) for image representation and its applications
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Pairwise rotation invariant co-occurrence local binary pattern
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Local higher-order statistics (LHS) for texture categorization and facial analysis
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Texture Description Through Histograms of Equivalent Patterns
Journal of Mathematical Imaging and Vision
Heterogeneous bag-of-features for object/scene recognition
Applied Soft Computing
A text reading algorithm for natural images
Image and Vision Computing
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
International Journal of Computer Applications in Technology
Texture classification based on BIMF monogenic signals
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Semantic-Context-Based augmented descriptor for image feature matching
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Rotation invariant co-occurrence among adjacent LBPs
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
Hierarchical conditional random fields for myocardium infarction detection
STACOM'12 Proceedings of the third international conference on Statistical Atlases and Computational Models of the Heart: imaging and modelling challenges
Texture representations using subspace embeddings
Pattern Recognition Letters
Texture analysis and classification using shortest paths in graphs
Pattern Recognition Letters
WaveLBP based hierarchical features for image classification
Pattern Recognition Letters
Weakly-supervised multi-class object detection using multi-type 3D features
Proceedings of the 21st ACM international conference on Multimedia
A Simplified Gravitational Model for Texture Analysis
Journal of Mathematical Imaging and Vision
Exact order based feature descriptor for illumination robust image matching
Pattern Recognition
Global matching to enhance the strength of local intensity order pattern feature descriptor
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Texture recognition by using a non-linear kernel
International Journal of Computer Applications in Technology
Texture databases - A comprehensive survey
Pattern Recognition Letters
A Klein-Bottle-Based Dictionary for Texture Representation
International Journal of Computer Vision
Reading the legends of Roman Republican coins
Journal on Computing and Cultural Heritage (JOCCH)
A distinct and compact texture descriptor
Image and Vision Computing
Hi-index | 0.15 |
This paper introduces a texture representation suitable for recognizing images of textured surfaces under a wide range of transformations, including viewpoint changes and nonrigid deformations. At the feature extraction stage, a sparse set of affine Harris and Laplacian regions is found in the image. Each of these regions can be thought of as a texture element having a characteristic elliptic shape and a distinctive appearance pattern. This pattern is captured in an affine-invariant fashion via a process of shape normalization followed by the computation of two novel descriptors, the spin image and the RIFT descriptor. When affine invariance is not required, the original elliptical shape serves as an additional discriminative feature for texture recognition. The proposed approach is evaluated in retrieval and classification tasks using the entire Brodatz database and a publicly available collection of 1,000 photographs of textured surfaces taken from different viewpoints.