Real and complex analysis, 3rd ed.
Real and complex analysis, 3rd ed.
Unsupervised Segmentation of Textured Images by Edge Detection in Multidimensional Feature
IEEE Transactions on Pattern Analysis and Machine Intelligence
The symbolic manipulation and analysis of morphological algorithms
Symbolic and knowledge-based signal processing
Texture Features for Browsing and Retrieval of Image Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Photobook: content-based manipulation of image databases
International Journal of Computer Vision
Towards a texture naming system: identifying relevant dimensions of texture
VIS '93 Proceedings of the 4th conference on Visualization '93
Maximum likelihood parameter estimation of textures using a Wold-decomposition based model
IEEE Transactions on Image Processing
A society of models for video and image libraries
IBM Systems Journal
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
In search of information in visual media
Communications of the ACM
Automatic Detection of Human Nudes
International Journal of Computer Vision - 1998 Marr Prize
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Earth Mover's Distance as a Metric for Image Retrieval
International Journal of Computer Vision
A model of multimedia information retrieval
Journal of the ACM (JACM)
Advanced algorithmic approaches to medical image segmentation
Retrieval of still images by content
Lectures on information retrieval
Information Retrieval from Documents: A Survey
Information Retrieval
Equivalence of Julesz Ensembles and FRAME Models
International Journal of Computer Vision - Special issue on Genomic Signal Processing
Scalable Color Image Indexing and Retrieval Using Vector Wavelets
IEEE Transactions on Knowledge and Data Engineering
Depth Estimation from Image Structure
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Class of Discrete Multiresolution Random Fields and Its Application to Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Indexing Flower Patent Images Using Domain Knowledge
IEEE Intelligent Systems
Retrieval of Still Images by Content
ESSIR '00 Proceedings of the Third European Summer-School on Lectures on Information Retrieval-Revised Lectures
Finding Objects by Grouping Primitives
Shape, Contour and Grouping in Computer Vision
A Framework for Visual Information Retrieval
VISUAL '02 Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems
Texture Retrieval with Linguistic Descriptions
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Image Retrieval System Based on Machine Learning and Using Color Features
CAIP '99 Proceedings of the 8th International Conference on Computer Analysis of Images and Patterns
Efficient shape retrieval by parts
CAIP '99 Proceedings of the 8th International Conference on Computer Analysis of Images and Patterns
Texture Feature Extraction and Classification
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Object-Based Image Retrieval Using Hierarchical Shape Descriptor
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Local Affine Frames for Image Retrieval
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Subjective Retrieval System for Texture Images Based on Interactions of Orientation and Color
DEXA '00 Proceedings of the 11th International Conference on Database and Expert Systems Applications
SIMBA - Search IMages By Appearance
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
GraphSplatting: Visualizing Graphs as Continuous Fields
IEEE Transactions on Visualization and Computer Graphics
Probabilistic Retrieval: New Insights and Experimental Results
CBAIVL '99 Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries
Finding textures by textual descriptions, visual examples, and relevance feedbacks
Pattern Recognition Letters
Non-Photorealistic Rendering and Content-Based Image Retrieval
PG '03 Proceedings of the 11th Pacific Conference on Computer Graphics and Applications
Similarity between Euclidean and cosine angle distance for nearest neighbor queries
Proceedings of the 2004 ACM symposium on Applied computing
Content representation and similarity matching for texture-based image retrieval
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Scaling Laws in Image Gradient Fields and Texture Retrieval
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
FOCUS: a system for searching for multi-colored objects in a diverse image database
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Wold Features for Unsupervised Texture Segmentation
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Content-Based Image Retrieval Based on a Fuzzy Approach
IEEE Transactions on Knowledge and Data Engineering
Mean version space: a new active learning method for content-based image retrieval
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Manifold-ranking based image retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
A Sparse Texture Representation Using Local Affine Regions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Compositing color with texture for multi-variate visualization
GRAPHITE '05 Proceedings of the 3rd international conference on Computer graphics and interactive techniques in Australasia and South East Asia
Multiple random walk and its application in content-based image retrieval
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Reduced Complexity Rotation Invariant Texture Classification Using a Blind Deconvolution Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image retrieval and perceptual similarity
ACM Transactions on Applied Perception (TAP)
A perceptually based spectral model for isotropic textures
ACM Transactions on Applied Perception (TAP)
A survey of content-based image retrieval with high-level semantics
Pattern Recognition
Texture image retrieval using rotated wavelet filters
Pattern Recognition Letters
Supervised Learning of Semantic Classes for Image Annotation and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extraction and Analysis of Multiple Periodic Motions in Video Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
Rotation-invariant and scale-invariant Gabor features for texture image retrieval
Image and Vision Computing
Manifold-ranking-based keyword propagation for image retrieval
EURASIP Journal on Applied Signal Processing
Object-based and semantic image segmentation using MRF
EURASIP Journal on Applied Signal Processing
Unsupervised texture classification: Automatically discover and classify texture patterns
Image and Vision Computing
Algorithm based on medium co-occurrence matrix for image region classification
ISCGAV'07 Proceedings of the 7th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision
Modelling the spectrum of the fourier transform of the texture in the solar EIT images
Machine Graphics & Vision International Journal
Road analysis based on texture similarity evaluation
SIP'08 Proceedings of the 7th WSEAS International Conference on Signal Processing
Image retrieval based on the texton co-occurrence matrix
Pattern Recognition
About the Embedding of Color Uncertainty in CBIR Systems
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Probabilistic Discrete Mixtures Colour Texture Models
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Image annotation via graph learning
Pattern Recognition
Multiscale texture classification using dual-tree complex wavelet transform
Pattern Recognition Letters
Texture Retrieval Effectiveness Improvement Using Multiple Representations Fusion
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Viewpoint Invariant Texture Description Using Fractal Analysis
International Journal of Computer Vision
Information retrieval from visual databases using multiple representations and multiple queries
Proceedings of the 2009 ACM symposium on Applied Computing
Perceptual texture space improves perceptual consistency of computational features
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Rotation- and scale-invariant texture classification using log-polar and ridgelet transforms
Machine Graphics & Vision International Journal
Expert system for color image retrieval
Expert Systems with Applications: An International Journal
An efficient computation method for the texture browsing descriptor of MPEG-7
Image and Vision Computing
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
On the foundations of vision modeling II. Mining of mirror symmetry of 2-D shapes
Journal of Visual Communication and Image Representation
A novel fusion approach to content-based image retrieval
Pattern Recognition
Texture representation and retrieval using the causal autoregressive model
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Texture representation and retrieval using the causal autoregressive model
Journal of Visual Communication and Image Representation
Expert Systems with Applications: An International Journal
A review on automatic image annotation techniques
Pattern Recognition
Modeling human aesthetic perception of visual textures
ACM Transactions on Applied Perception (TAP)
A novel content-based image retrieval approach using fuzzy combination of color and texture
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Low-dimensional and comprehensive color texture description
Computer Vision and Image Understanding
VIRMA: visual image retrieval by shape MAtching
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
VISUAL'05 Proceedings of the 8th international conference on Visual Information and Information Systems
A fuzzy scale-space approach to feature-based image representation and retrieval
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
Rotation Invariant Curvelet Features for Region Based Image Retrieval
International Journal of Computer Vision
Global semantic classification of scenes using power spectrum templates
IM'99 Proceedings of the 1999 international conference on Challenge of Image Retrieval
Texture databases - A comprehensive survey
Pattern Recognition Letters
Lattice estimation from images of patterns that exhibit translational symmetry
Image and Vision Computing
Texture-based medical image retrieval in compressed domain using compressive sensing
International Journal of Bioinformatics Research and Applications
Illumination-insensitive texture discrimination based on illumination compensation and enhancement
Information Sciences: an International Journal
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One of the fundamental challenges in pattern recognition is choosing a set of features appropriate to a class of problems. In applications such as database retrieval, it is important that image features used in pattern comparison provide good measures of image perceptual similarities.In this paper, we present an image model with a new set of features that address the challenge of perceptual similarity. The model is based on the 2D Wold decomposition of homogeneous random fields. The three resulting mutually orthogonal subfields have perceptual properties which can be described as "periodicity," "directionality," and "randomness," approximating what are indicated to be the three most important dimensions of human texture perception. The method presented here improves upon earlier Wold-based models in its tolerance to a variety of local inhomogeneities which arise in natural textures and its invariance under image transformation such as rotation.An image retrieval algorithm based on the new texture model is presented. Different types of image features are aggregated for similarity comparison by using a Bayesian probabilistic approach. The effectiveness of the Wold model at retrieving perceptually similar natural textures is demonstrated in comparison to that of two other well-known pattern recognition methods. The Wold model appears to offer a perceptually more satisfying measure of pattern similarity while exceeding the performance of these other methods by traditional pattern recognition criteria. Examples of natural scene Wold texture modeling are also presented.