Concepedia

Two novel local binary pattern descriptors for texture analysis

Yılmaz Kaya, Ömer Faruk Ertuğrul, Ramazan Teki̇n

Applied Soft Computing · 2015 · 78 citations · 33 references

Concepts

ComputingComputer ScienceComputer VisionDigital ImagingFeature DescriptionImage ClassificationImage Feature EngineeringImage TexturePattern RecognitionTexture AnalysisLocal Binary PatternsLocal Feature DescriptorsTexture DescriptorsTexture Feature ExtractionTexture Features

References

33

Textural Features for Image Classification

Robert M. Haralick, I. Dinstein · IEEE Transactions on Systems Man and Cybernetics · 1973 · 22.5K citations

Computing, Earth Sciences, Computer Vision +16

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Timo Ojala, Matti Pietikäinen, Topi Mäenpää · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 15.3K citations

Computing, Computer Science, Computer Vision +16

An introduction to variable and feature selection

GuyonIsabelle, ElisseeffAndré · Journal of Machine Learning Research · 2003 · 7.9K citations

Computing, Computer Science, Data Science +14

A comparative study of texture measures with classification based on featured distributions

Timo Ojala, Matti Pietikäinen, David Harwood · Pattern Recognition · 1996 · 6.8K citations

Computing, Computer Science, Computer Vision +15

An Introduction to Variable and Feature Selection.

2003 · 6.6K citations

Computing, Computer Science, Data Science +16