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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Genetic algorithms for feature selection of image analysis-based quality monitoring model: An application to an iron mine
TL;DR: An image analysis-based method is proposed efficiently and cost effectively that determines the quality parameters of material that was verified by applying it on a limestone deposit and revealed that the method performed equally well for the limestone deposit.
Journal ArticleDOI
Magnetic Resonance-Based Texture Analysis Differentiating KRAS Mutation Status in Rectal Cancer.
Ji Eun Oh,Min Ju Kim,Joo-hyung Lee,Bo Yun Hur,Bun Kim,Dae Yong Kim,Ji Yeon Baek,Hee Jin Chang,Sung Chan Park,Jae Hwan Oh,Sun Ah Cho,Dae Kyung Sohn +11 more
TL;DR: T2-weighted images could be used to predict KRAS mutation status preoperatively in patients with rectal cancer using MR-based texture analysis, which identified three imaging features that could differentiate mutant from wild-type KRAS.
Journal ArticleDOI
4DCT imaging to assess radiomics feature stability: An investigation for thoracic cancers.
Ruben T. H. M. Larue,Lien Van De Voorde,Janna E. van Timmeren,Ralph T.H. Leijenaar,Maaike Berbee,Meindert N. Sosef,Wendy M. J. Schreurs,Wouter van Elmpt,Philippe Lambin +8 more
TL;DR: 4DCT-scans can be used as alternative to eliminate unstable radiomics features as first step in a feature selection procedure, demonstrating feature robustness is tumour-site specific and independent of prognostic value.
Journal ArticleDOI
Comparison of low-contrast detectability between two CT reconstruction algorithms using voxel-based 3D printed textured phantoms.
TL;DR: Novel voxel-based 3D printed textured phantoms are used in order to compare low-contrast detectability between two reconstruction algorithms, FBP and SAFIRE and determine what impact background texture has on estimating the dose reduction potential of SAFIRE.
Journal ArticleDOI
Relationship between the Temporal Changes in Positron-Emission-Tomography-Imaging-Based Textural Features and Pathologic Response and Survival in Esophageal Cancer Patients
Stephen S.F. Yip,Thibaud P. Coroller,Nina N. Sanford,Harvey J. Mamon,Hugo J.W.L. Aerts,Ross Berbeco +5 more
TL;DR: For the patients studied, temporal changes in Entropy and all RLM were better correlated with pathological response and survival than the SUV measures, and these metrics can be used as clinical predictors of better patient outcomes.
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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