Attentive texture similarity as a categorization task: Comparing texture synthesis models
نویسندگان
چکیده
منابع مشابه
A Texture-synthesis Algorithm Using Regression Models
The goal of this research was to develop algorithms for synthesis of specific textures in multi-spectral images. In plain terms, we started with an image of grass texture (64 by 64 pixels), in fact, 42 images of the same area in different spectral wavelengths (including the visible spectrum) (see Figure 1 for an example). The goal was to create a similar multispectral image, which would look li...
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Texture classification and segmentation have been extensively researched over the last thirty years. Early on the Brodatz album[1] quickly became the de facto standard in which a texture class comprised a set of nonoverlapping sub-images cropped from a single photograph. Later, as the focus shifted to investigating illuminationand pose-invariant algorithms, the CUReT database[3] became popular ...
متن کاملPerceptual texture similarity estimation
This thesis evaluates the ability of computational features to estimate perceptual texture similarity. In the first part of this thesis, we conducted two evaluation experiments on the ability of 51 computational feature sets to estimate perceptual texture similarity using two different evaluation methods, namely, pair-of-pairs based and retrieval based evaluations. These experiments compared th...
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A method for finding all images from the same category as a given query image (termed categorization) using texture features is presented. The hypothesis that two images that are similar in texture are likely to belong to the same category, is examined. A new texture feature termed N M -gram is presented. It is based on theN -gram technique that is commonly used for text similarity. The process...
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This paper surveys the current best texture representations and studies their application for a texture similarity measure development. A simple experiment that evaluates texture similarity is proposed and the performance of several most advanced texture features is verified on it. In order to eliminate the influence of spectral information monospectral textures are considered in this study onl...
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ژورنال
عنوان ژورنال: Pattern Recognition
سال: 2008
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2007.08.007