A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients
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Summary
A universal statistical model for texture images in the context of an overcomplete complex wavelet transform is presented, demonstrating the necessity of subgroups of the parameter set by showing examples of texture synthesis that fail when those parameters are removed from the set.
- Type
- article
- Published
- 2000-10-01
- Cited by
- 2,089
- References
- 76
- OpenAlex
- https://openalex.org/W2127006916
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:2475577
Keywords
Pattern recognition (psychology), Parameterized complexity, Artificial intelligence, Constraint (computer-aided design), Set (abstract data type)
References
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- Image Statistics and the Representation of Material Properties in the Visual Cortex
- Two Representations of a High-Dimensional Perceptual Space
- New contributions in overcomplete image representations inspired from the functional architecture of the primary visual cortex = Nuevas contribuciones en representaciones sobrecompletas de imágenes inspiradas por la arquitectura funcional de la corteza visual primaria
- Comportamiento y análisis de descriptores de texturas en imágenes MODIS
- Synthesis of Reflectance Function Textures from Examples
- Mathematical Approaches for Image Enhancement Problems
- A learning approach to content-based image categorization and retrieval
- Texture Analysis and Indexing Using Gabor-like Hermite Filters
- Detections and applications of saliency on 3D surfaces by using retinex theory
- Complex wavelet based texture classification
- A Rapid Texture Synthesis Algorithm Based on Clustering Preprocessing
- Natural image statistics in digital image forensics
- A comparison study of four texture synthesis algorithms on regular and near-regular textures
- Probabilistic Models of Phase Variables for Visual Representation and Neural Dynamics
- Auto Localization and Segmentation of Occluded Vessels in Robot-Assisted Partial Nephrectomy
- Measuring the perceived visual realism of images
- Edge- and region-based processes of 2nd-order vision
- Vision et Reconstruction 3D basée sur la Texture: Application à la Robotique Médicale.