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EDGE FINING ALGORITHM OF TEXTURE CLASSIFICATION FOR HIGH RESOLUTION REMOTE SENSING IMAGES
Image interpretation Classification Image understanding Texture Analysis Land Cover High resolution Image
2015/12/31
In order to improve the classification accuracy of the high resolution remote sensing images, the algorithm based on texture features is proposed in this paper. The image is classified initially by te...
TEXTURE CLASSIFICATION OF AERIAL IMAGE BASED ON BAYESIAN NETWORK AUGMENTED NAIVE BAYES
Texture Classification Pattern Recognition Aerial Image
2015/12/31
Classification is an open, old and basic problem in many domains. Recently, a lot of new methods come forth, such as Bayesian Networks. Bayesian Networks, one of probabilistic networks, are a powerful...
Accuracy of Lacunarity Algorithms in Texture Classification of High Spatial Resolution Images from Urban Areas
Accuracy Algorithms Texture Classification High Resolution Urban
2015/12/8
Lacunarity based measures can be described as texture recognition approaches that provide a flexible yet theoretically consistent mean of characterizing the morphology of urban spatial patterns across...
GEOSTATISTICAL TEXTURE CLASSIFICATION OF TROPICAL RAINFOREST IN INDONESIA
spectral classification tropical rainforests semivariogram texture layers geostatistics
2015/9/28
Traditional spectral classification of remote sensing data applied on per pixel basis ignores the potentially useful spatial information between the values of proximate pixels. Although spatial inform...
FEATURE FUSION BASED ON DEMPSTER-SHAFER'S EVIDENTIAL REASONING FOR I MAGE TEXTURE CLASSIFICATION 1 *
Feature fusion Dempster-Shafer's evidential reasoning
2015/6/2
A new multi-feature fusion technique based on Dempster-Shafer's evidential reasoning for classification of image texture is
presented. The proposed technique is divided into three main steps. In the...
Unsupervised texture classification: Automatically discover and classify texture patterns
Unsupervised texture classification NMF PLSI Invariant descriptor
2010/12/17
In this paper, we present a novel approach to classify texture collections. This approach does not require experts to provide annotated training set. Given the image collection, we extract a set of in...
Analysis of the suitability of the German soil texture classification for the regional scale application of physical based hydrological model
the German soil texture classification the regional scale application hydrological model
2010/1/27
Regional scale hydrological simulations are mostly based on the use of standard data sets such as soil maps which are based on soil texture classification schemes. This paper analyses the suitability ...
Unsupervised Texture Classification: Automatically Discover and Classify Texture Patterns
Unsupervised Texture Classification Automatically Discover Classify Texture Patterns
2010/12/16
In this paper, we present a novel approach to classify texture collections. This approach does not require experts to provide annotated training set. Given the image collection,
we extract a set of i...
A New Algorithm for Remotely Sensed Image Texture Classification and Segmentation,
Algorithm Image Texture Classification Segmentation
2010/12/14
In this paper, we propose a new algorithm for remotely sensed image texture classification and segmentation. We observe that the traditional method least square error (LSE) is unstable in practical ap...
A Regularized Simultaneous Autoregressive Model for Texture Classification
Simultaneous Autoregressive Model Texture Classification
2010/12/14
In this paper, we present a new method for texture classification which we call the regularized simultaneous autoregressive method (RSAR). The regularization technique is introduced.With the techniqu...
A New Algorithm for Remotely Sensed Image Texture. Classification and Segmentation
Algorithm Image Texture Classification Segmentation
2010/12/14
We propose a new algorithm for remotely sensed image texture classification and segmentation in this paper. We observe that the traditional method LSE is unstable in practical applications. This motiv...
A New Algorithm for Remotely Sensed Image Texture. Classification and Segmentation
Algorithm Image Texture Classification Segmentation
2010/12/14
A New Algorithm for Remotely Sensed Image Texture. Classification and Segmentation.