Image Classification and Segmentation

This cluster addresses methodologies for image classification and segmentation tasks using various algorithms, including machine learning techniques for improving performance.

image classification
segmentation
random forests
texture analysis
feature extraction

3,569 papers

Parent topic: Computer Vision Detection Techniques

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Papers Over Time

19751980198519901995200020052010201520202025

Top Papers

Image Classification Using Random Forests And Ferns

2007 · 818 citations

Structure Extraction From Texture Via Relative Total Variation

2012 · 512 citations

Road Crack Detection Using Visual Features Extracted By Gabor Filters

2013 · 238 citations

Discovering Discriminative Graphlets For Aerial Image Categories Recognition

2013 · 208 citations

Connected Shape-Size Pattern Spectra For Rotation And Scale-Invariant Classification Of Gray-Scale Images

2007 · 166 citations

2019 IEEE/CVF Conference On Computer Vision And Pattern Recognition (CVPR)

2019 · 164 citations

Semantic Segmentation For Multiscale Target Based On Object Recognition Using The Improved Faster-RCNN Model

2021 · 150 citations

Dominant Rotated Local Binary Patterns (DRLBP) For Texture Classification

2016 · 144 citations

Salient Closed Boundary Extraction With Ratio Contour

2005 · 136 citations

Shape Descriptors For Maximally Stable Extremal Regions

2007 · 124 citations

A Double Mapping Framework For Extraction Of Shape-Invariant Features Based On Multi-Scale Partitions With AdaBoost For Video Smoke Detection

2012 · 107 citations

Forest Fire Recognition Based On Feature Extraction From Multi-View Images

2021 · 106 citations

Supervised Feature Learning For Curvilinear Structure Segmentation

2013 · 103 citations

An Efficient Technique For Object Recognition Using Shi-Tomasi Corner Detection Algorithm

2020 · 100 citations

Texture Classification Using Dominant Neighborhood Structure

2011 · 99 citations

Visual Data Classification In Post-Event Building Reconnaissance

2018 · 99 citations

Scene Semantic Recognition Based On Modified Fuzzy C-Mean And Maximum Entropy Using Object-to-Object Relations

2021 · 93 citations

HFA-Net: High Frequency Attention Siamese Network For Building Change Detection In VHR Remote Sensing Images

2022 · 92 citations

High-order Local Ternary Patterns With Locality Preserving Projection For Smoke Detection And Image Classification

2016 · 87 citations

Statistical Textural Distinctiveness For Salient Region Detection In Natural Images

2013 · 85 citations