Classification and texture
TEXTURE CLASSIFICATION BY USING STRUCTURAL TEXTURE SIMILARITY MATRICES
... image classification and content-based image ...representation, classification and content-based image retrieval tasks ...included texture with structure and colour ...
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Color and Texture in Classification of Coconut
... different texture features extracted are wavelet, Gabor, LBP and ...and texture features (Histogram, Wavelets), (Histogram, Gabor), (Histogram, LBP), (Histogram, GLCM), (Moments, Wavelets), (Moments, ...
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Classification of Mass in Mammograms by Asymmetric Texture Features
... secondary texture features were obtained from ROIs. Mass classification in asymmetric mammograms was realized via neural networks using texture ...
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A SURVEY OF TEXTURE CLASSIFICATION USING RECENT TECHNOLOGY
... for texture classification based on compressed sensing, suitable for large texture database ...retrieval. Texture classification design has been performed by feature extraction and ...
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Texture Image Classification Using Visual Perceptual Texture Features and Gabor Wavelet Features
... The classification algorithms commonly use many features without consideration of whether the features are effective for discriminating different ...Brodatz texture database, and the experimental results ...
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Application of image texture analysis for varietal classification of barley
... image texture analysis, discrimination, barley INTRODUCTION Grading systems rely on visual inspection and a compa- rison of kernel ...manual classification of biological pro- ducts by integrating an image ...
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Morphological granulometry for classification of evolving and ordered texture images.
... as texture descriptors to predict time or class of texture images which evolve over time or follow an intrinsic ordering of ...scale. Classification performance of the new regression approach is ...
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Whisker texture classification with uncertain contact pose geometry
... Whisker based tactile sensing has recently been shown to be a promising approach for mobile robots, using simple sensors and many classification approaches. However these approaches have often been tested in ...
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Stone Texture Classification and Discrimination by Edge Direction Movement
... ABSTRACT: Texture discrimination is the rich field in the area pattern recognition and pattern ...The texture classification is the one of the major field in texture ...for texture ...
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Analysis of Texture Classification By Wavelet Transform And Curvelet Transform
... of texture image classification is analyzed by using Discrete Wavelet Transform (DWT) and Discrete Curvelet Transform ...the texture image is decomposed by using DWT and DCT at ...the texture, ...
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Novel chromatin texture features for the classification of Pap smears
... Keywords: Cervical cancer, feature extraction, feature selection, classification, chromatin texture, malignancy associated changes, structural texture features, Pap smear classification 1. ...
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Study and Review of Various Image Texture Classification Methods
... Multiclass classification is also applicable, the multiclass SVM is basically built up by various two class SVMs to solve the problem, either by using one versus all or one versus ...
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Multiple Representations of Perceptual Features for Texture Classification and Retrieval
... ABSTRACT Texture is a very important feature extremely used in various image processing ...some texture based perceptual features to distinguish between textured images or ...image classification and ...
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Osteoporosis Classification Using Texture Features
... G θ,σ (x, y) C. 1D Local Binary Patterns (LBP) The projection vectors are now subjected to 1D LBPs. The LBPs were first proposed by Ojala et al. [22] and than later have been widely used for the texture feature ...
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Fruit Disease Classification based on Texture Features
... 4. RESULTS AND DISCUSSION In this section we describe the classification results on our dataset. In our dataset we considered 10 types of diseased fruit classes namely Apple, Mango, Plum, Pear, Papaya, Banana, ...
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A polynomial texture extraction with application in dynamic texture classification
... and texture image decomposition is an important paradigm in image ...and texture component by projecting the image in a bivariate polynomial basis and considering the geometry component as the partial ...
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Texture Based Image Classification
... - Texture classification is one of the four problem domains in the field of texture ...for classification is based on the segmentation procedure that is ...unsupervised texture ...
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Quaternionic Wavelets for Texture Classification
... Texture classification is the process which, given any textural image, find the class this image most probably belongs ...to. Texture has still no universal definition, but may be presented by ...
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Quaternionic wavelets for texture classification
... Our experiment furthers the understanding of this quite sophisticated tool, and shows its practical interest by a clear improvement of a famous wavelet application : texture classification. Thanks to ...
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Texture classification via conditional histograms
... In non-parametric discrimination techniques, histograms define the feature vectors that form the basis for the classification. Thus, each element in the histogram corresponds to the value of a fea- ture and a ...
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