Journal ArticleDOI
Texture analysis using gray level run lengths
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TLDR
In this paper, a set of texture features based on gray level run lengths is described, and good classification results are obtained with these features on a sets of samples representing nine terrain types.About:
This article is published in Computer Graphics and Image Processing.The article was published on 1975-06-01. It has received 1848 citations till now. The article focuses on the topics: Image texture & Texture (geology).read more
Citations
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Journal ArticleDOI
Comparison of Monofractal, Multifractal and gray level Co-occurrence matrix algorithms in analysis of Breast tumor microscopic images for prognosis of distant metastasis risk.
Nemanja Rajkovic,Daniela Kolarevic,Ksenija Kanjer,Nebojša T. Milošević,Dragica Nikolic-Vukosavljevic,Marko Radulovic +5 more
TL;DR: Findings indicate for the first time that the prognostic value of texture analysis of tumour histology is less dependent on the morphological complexity of the image as measured by fractal analysis, but predominantly on the spatial distribution of the gray pixel intensities as calculated by the co-occurrence features.
Dissertation
Tumour grading and discrimination based on class assignment and quantitative texture analysis techniques
TL;DR: In this article, the fractal dimension (FO) was used as a texture measure to contrast enhanced CT lung tumour images in an aim to improve tumour grading accuracy from conventional computed tomography (CI) and digital microscopy (DM) modalities.
Journal ArticleDOI
Using Multispectral Imaging for Detecting Seed-Borne Fungi in Cowpea
Carlos Henrique Queiroz Rego,Fabiano França-Silva,Francisco Guilhien Gomes-Junior,Maria Heloísa Duarte de Moraes,André Dantas de Medeiros,Clíssia Barboza da Silva +5 more
TL;DR: Results demonstrated that the LDA-based models were efficient in detecting and identifying different species of fungi in cowpea seeds, indicating that the MSI technique in combination with statistical models can be a useful tool for evaluating the health status of cowpeA seeds.
Journal ArticleDOI
Seabed classification of the South Tasman Rise from SIMRAD EM12 backscatter data using artificial neural networks
TL;DR: In this article, an automated method for sea floor classification for the South Tasman Rise, based on a SIMRAD EM12-backscatter (13 kHz) mosaic and 47 sea floor samples, was developed.
Journal ArticleDOI
Computer aided diagnosis for thyroid cancer system based on internal and external characteristics
TL;DR: The sensitivity, specificity and level of accuracy showed that the proposed computer-aided diagnosis (CADx) for thyroid cancer system was reliable to assist radiologist in classifying thyroid nodules.
References
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Journal ArticleDOI
Textural Features for Image Classification
TL;DR: These results indicate that the easily computable textural features based on gray-tone spatial dependancies probably have a general applicability for a wide variety of image-classification applications.
Journal ArticleDOI
Gray-Level Manipulation Experiments for Texture Analysis
TL;DR: Some gray-level manipulation techniques are described, the first of which involves changing thegray-level distribution within the picture, and a method for extracting relatively noise-free objects from a noisy background is described.
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