Texture discrimination by Gabor functions
Biological Cybernetics
Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture synthesis using hierarchical linear transforms
Signal Processing
A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multichannel Texture Analysis Using Localized Spatial Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pyramid-based texture analysis/synthesis
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Combining frequency and spatial domain information for fast interactive image noise removal
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
Minimax entropy principle and its application to texture modeling
Neural Computation
Painterly rendering with curved brush strokes of multiple sizes
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
A non-parametric multi-scale statistical model for natural images
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
FRAME: Filters, Random fields, and Minimax Entropy-- Towards a Unified Theory for Texture Modeling
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
The steerable pyramid: a flexible architecture for multi-scale derivative computation
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 3)-Volume 3 - Volume 3
Independent Component Analysis of Textures
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Texture Synthesis by Non-Parametric Sampling
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Duality of log-polar image representations in the space andspatial-frequency domains
IEEE Transactions on Signal Processing
Cluster-based probability model and its application to image and texture processing
IEEE Transactions on Image Processing
Image compression via joint statistical characterization in the wavelet domain
IEEE Transactions on Image Processing
I3D '01 Proceedings of the 2001 symposium on Interactive 3D graphics
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Image quilting for texture synthesis and transfer
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Composite textures: emulating building materials and vegetation for 3D models
Proceedings of the 2001 conference on Virtual reality, archeology, and cultural heritage
On Advances in Statistical Modeling of Natural Images
Journal of Mathematical Imaging and Vision
Harnessing Natural Textures for Multivariate Visualization
IEEE Computer Graphics and Applications
Universal Analytical Forms for Modeling Image Probabilities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Depth Estimation from Image Structure
IEEE Transactions on Pattern Analysis and Machine Intelligence
Estimating parameters for procedural texturing by genetic algorithms
Graphical Models
Modeling Visual Patterns by Integrating Descriptive and Generative Methods
International Journal of Computer Vision
Analytical Image Models and Their Applications
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Implicit Probabilistic Models of Human Motion for Synthesis and Tracking
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Statistical Modeling of Texture Sketch
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Estimation of Texels for Regular Mosaics Using Model-Based Interaction Maps
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
IEEE Computer Graphics and Applications
IEEE Computer Graphics and Applications
Graphcut textures: image and video synthesis using graph cuts
ACM SIGGRAPH 2003 Papers
EGRW '03 Proceedings of the 14th Eurographics workshop on Rendering
Texture Synthesis for 3D Shape Representation
IEEE Transactions on Visualization and Computer Graphics
Intrinsic generalization analysis of low dimensional representations
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
A Generative Probabilistic Oriented Wavelet Model for Texture Segmentation
Neural Processing Letters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Clustering and blending for texture synthesis
Pattern Recognition Letters
Inference of Segmented Color and Texture Description by Tensor Voting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Transient texture synthesis based on multiple templates
Machine Graphics & Vision International Journal
Modelling and Interpretation of Architecture from Several Images
International Journal of Computer Vision
The Promise and Perils of Near-Regular Texture
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
Visually Distinct Patterns with Matching Subband Statistics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Natural Image Statistics for Natural Image Segmentation
International Journal of Computer Vision
Texture design using a simplicial complex of morphable textures
ACM SIGGRAPH 2005 Papers
Texture optimization for example-based synthesis
ACM SIGGRAPH 2005 Papers
Low-Level Image Cues in the Perception of Translucent Materials
ACM Transactions on Applied Perception (TAP)
Graph matching with subdivision surfaces for texture synthesis on surfaces
AFRIGRAPH '06 Proceedings of the 4th international conference on Computer graphics, virtual reality, visualisation and interaction in Africa
Extending natural textures with multi-scale synthesis
Graphical Models - Special issue: Vision and computer graphics
Image Representation by Complex Cell Responses
Neural Computation
ACM SIGGRAPH 2006 Papers
Appearance-space texture synthesis
ACM SIGGRAPH 2006 Papers
A statistical model for synthesis of detailed facial geometry
ACM SIGGRAPH 2006 Papers
Proceedings of the 2007 symposium on Interactive 3D graphics and games
Primal sketch: Integrating structure and texture
Computer Vision and Image Understanding
Technical Section: Pseudo surface-texture synthesis
Computers and Graphics
Review: Which is the best way to organize/classify images by content?
Image and Vision Computing
Multiscaled Texture Synthesis Using Multisized Pixel Neighborhoods
IEEE Computer Graphics and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM SIGGRAPH 2007 courses
Image resolution enhancement via data-driven parametric models in the wavelet space
Journal on Image and Video Processing
Self-Invertible 2D Log-Gabor Wavelets
International Journal of Computer Vision
Texture classification using sparse frame-based representations
EURASIP Journal on Applied Signal Processing
A biologically motivated multiresolution approach to contour detection
EURASIP Journal on Applied Signal Processing
Sparse approximation of images inspired from the functional architecture of the primary visual areas
EURASIP Journal on Applied Signal Processing
Infinitely Divisible Cascades to Model the Statistics of Natural Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
ACM SIGGRAPH 2008 papers
ACM SIGGRAPH 2008 papers
ACM SIGGRAPH 2008 papers
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
Graphical Models
Foundations and Trends in Signal Processing
An efficient parameters estimation method for automatic patch-based texture synthesis
Proceedings of the 6th International Conference on Computer Graphics, Virtual Reality, Visualisation and Interaction in Africa
Novel Approaches for Exclusive and Continuous Fingerprint Classification
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
Journal of Mathematical Imaging and Vision
Proceedings of the 7th International Symposium on Non-Photorealistic Animation and Rendering
Multifocus Image Fusion Using Local Phase Coherence Measurement
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Letters: Complex wavelet based texture classification
Neurocomputing
A unified framework for designing textures using energy optimization
Pattern Recognition
Exploiting structure in wavelet-based Bayesian compressive sensing
IEEE Transactions on Signal Processing
Fast interactive segmentation of natural images using the image foresting transform
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Optimal dimension reduction for image retrieval with correlation metrics
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Breast cancer diagnosis system based on wavelet analysis and fuzzy-neural
Expert Systems with Applications: An International Journal
Advanced film grain noise extraction and synthesis for high-definition video coding
IEEE Transactions on Circuits and Systems for Video Technology
Complex wavelet structural similarity: a new image similarity index
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Image Denoising with Kernels Based on Natural Image Relations
The Journal of Machine Learning Research
Geometric structure and randomness in texture analysis and synthesis
Proceedings of the 11th international conference on Theoretical foundations of computer vision
IWDW'02 Proceedings of the 1st international conference on Digital watermarking
Non-negative sparse modeling of textures
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Image statistics and local spatial conditions for nonstationary blurred image reconstruction
Proceedings of the 29th DAGM conference on Pattern recognition
A fast nonparametric noncausal MRF-based texture synthesis scheme using a novel FKDE algorithm
IEEE Transactions on Image Processing
High capacity watermarking in nonedge texture under statistical distortion constraint
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Synthesizing structured image hybrids
ACM SIGGRAPH 2010 papers
Multi-scale image harmonization
ACM SIGGRAPH 2010 papers
Rotation-invariant texture recognition
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Spread-spectrum watermark by synthesizing texture
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Self-similar texture for coherent line stylization
NPAR '10 Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering
Multi-sensor image registration based-on local phase coherence
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Structural similarity metrics for texture analysis and retrieval
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Perception-oriented video coding based on texture analysis and synthesis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multiscale skewed heavy tailed model for texture analysis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
PCA Gaussianization for image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
What your design looks like to peripheral vision
Proceedings of the 7th Symposium on Applied Perception in Graphics and Visualization
Image statistics: from data collection to applications in graphics
ACM SIGGRAPH 2010 Courses
Technical Section: Procedural isotropic stochastic textures by example
Computers and Graphics
An examplar-based approach for texture compaction synthesis and retrieval
IEEE Transactions on Image Processing
Noise reduction of cDNA microarray images using complex wavelets
IEEE Transactions on Image Processing
Virtual Super Resolution of Scale Invariant Textured Images Using Multifractal Stochastic Processes
Journal of Mathematical Imaging and Vision
Exploiting redundancy for aerial image fusion using convex optimization
Proceedings of the 32nd DAGM conference on Pattern recognition
Image Repairing: robust image synthesis by adaptive ND tensor voting
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Accumulation of different visual feature descriptors in a coherent framework
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
A flexible framework for local phase coherence computation
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Complex-valued independent component analysis of natural images
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Steerable deconvolution feature detection as an inverse problem
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
A fast temporal texture synthesis algorithm using segment genetic algorithm
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Context-Based scene recognition using bayesian networks with scale-invariant feature transform
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Dynamic texture analysis and synthesis using tensor decomposition
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Synthesizing variational direction and scale texture on planar region
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Generating and updating textures for a large-scale environment
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Where computer vision needs help from computer science
Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete Algorithms
Hermite filter-based texture analysis with application to handwriting document indexing
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
A computational approach to fisher information geometry with applications to image analysis
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Symmetry-guided texture synthesis and manipulation
ACM Transactions on Graphics (TOG)
Patch-Based texture edges and segmentation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Unsupervised texture segmentation with nonparametric neighborhood statistics
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Expert Systems with Applications: An International Journal
An evolution computation based approach to synthesize video texture
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II
Entropy-Scale profiles for texture segmentation
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
Wasserstein barycenter and its application to texture mixing
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
Multi-samples texture synthesis for dynamic terrain based on constraint conditions
Transactions on Edutainment VII
Scale-space texture description on SIFT-like textons
Computer Vision and Image Understanding
Mining discriminative components with low-rank and sparsity constraints for face recognition
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Super-resolution texture synthesis using stochastic PAR/NL model
Journal of Visual Communication and Image Representation
Patch-based texture interpolation
EGSR'10 Proceedings of the 21st Eurographics conference on Rendering
Bi-hierarchy medical image registration based on steerable pyramid transform
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Fast texture synthesis with cellular neural network-based patch stitching
International Journal of Circuit Theory and Applications
A non-local MRF model for heritage architectural image completion
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Image recovery from partial wavelet coefficients via sparse representation
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Simple and efficient example-based texture synthesis using tiling and deformation
Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games
AUIC '11 Proceedings of the Twelfth Australasian User Interface Conference - Volume 117
Phase-based video motion processing
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Exact Histogram Specification for Digital Images Using a Variational Approach
Journal of Mathematical Imaging and Vision
Relative phase in dual tree shearlets
Signal Processing
Chromatic interpolation based on anisotropy-scale-mixture statistics
Signal Processing
| Hi-index | 0.01 |
We present a universal statistical model for texture images in the context of an overcomplete complex wavelet transform. The model is parameterized by a set of statistics computed on pairs of coefficients corresponding to basis functions at adjacent spatial locations, orientations, and scales. We develop an efficient algorithm for synthesizing random images subject to these constraints, by iteratively projecting onto the set of images satisfying each constraint, and we use this to test the perceptual validity of the model. In particular, we demonstrate the necessity of subgroups of the parameter set by showing examples of texture synthesis that fail when those parameters are removed from the set. We also demonstrate the power of our model by successfully synthesizing examples drawn from a diverse collection of artificial and natural textures.