Textural Feature Extraction Techniques

This cluster focuses on the extraction of textural features within images for classification purposes. It highlights the use of gray-scale invariance and local binary patterns.

textural features
image classification
local binary patterns
feature extraction
gray-scale

12,869 papers

Parent topic: Advanced Image Processing Techniques

AI-assisted content · The overview, paper groupings, and influence analysis on this page are AI-generated. They are intended as a starting point for exploring the field and may contain inaccuracies. Report an error

Papers Over Time

19201930194019501960197019801990200020102020

Top Papers

Textural Features For Image Classification

1973 · 16,499 citations

Multiresolution Gray-Scale And Rotation Invariant Texture Classification With Local Binary Patterns

2002 · 11,755 citations

Comparing Images Using The Hausdorff Distance

1993 · 3,256 citations

Fuzzy C-Means Clustering With Spatial Information For Image Segmentation

2006 · 1,030 citations

Fast And Robust Fuzzy C-Means Clustering Algorithms Incorporating Local Information For Image Segmentation

2007 · 854 citations

Design Of An Image Edge Detection Filter Using The Sobel Operator

1988 · 820 citations

Image Segmentation Using K -Means Clustering Algorithm And Subtractive Clustering Algorithm

2015 · 750 citations

Improving Quality Inspection Of Food Products By Computer Vision––A Review

2004 · 707 citations

Crack Detection Using Image Processing: A Critical Review And Analysis

2018 · 629 citations

Contrast-based Image Attention Analysis By Using Fuzzy Growing

2003 · 627 citations

Image Processing, Analysis And Machine Vision

1993 · 617 citations

Locating The Optic Nerve In A Retinal Image Using The Fuzzy Convergence Of The Blood Vessels

2003 · 585 citations

A Simple Digital Imaging Method For Measuring And Analyzing Color Of Food Surfaces

2004 · 497 citations

Extraction Of Spots In Biological Images Using Multiscale Products

2002 · 460 citations

Image Fusion Based On Pixel Significance Using Cross Bilateral Filter

2013 · 449 citations

A Survey Of Image Processing Techniques For Plant Extraction And Segmentation In The Field

2016 · 429 citations

Image Processing And Data Analysis

1998 · 421 citations

Recent Developments In The Applications Of Image Processing Techniques For Food Quality Evaluation

2004 · 421 citations

Automatic Thresholding For Defect Detection

2006 · 415 citations

A Comparative Performance Study Of Several Global Thresholding Techniques For Segmentation

1990 · 407 citations