Texture Classification

Texture Classification is a fundamental issue in computer vision and image processing, playing a significant role in many applications such as medical image analysis, remote sensing, object recognition, document analysis, environment modeling, content-based image retrieval and many more.

Source: Improving Texture Categorization with Biologically Inspired Filtering

Papers

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Showing 1–25 of 206 papers

Title	Date	Tasks	Status	Hype	Score
Histogram Layers for Texture Analysis	Jan 1, 2020	Texture Classification	CodeCode Available	1	5
BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis	Jun 10, 2015	Decision MakingFire Detection	CodeCode Available	1	5
Wavelet Convolutional Neural Networks	May 20, 2018	General Classificationimage-classification	CodeCode Available	1	5
RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps	Mar 8, 2023	DecoderTexture Classification	CodeCode Available	1	5
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization	Apr 15, 2019	Fine-Grained Visual RecognitionGeneral Classification	CodeCode Available	1	5
C-CNN: Contourlet Convolutional Neural Networks	Jul 21, 2020	ClassificationTexture Classification	CodeCode Available	1	5
Domain-Specific Human-Inspired Binarized Statistical Image Features for Iris Recognition	Jul 13, 2018	Domain AdaptationIris Recognition	CodeCode Available	1	5
TexTile: A Differentiable Metric for Texture Tileability	Mar 19, 2024	Data AugmentationMetric Learning	CodeCode Available	1	5
Wavelet Convolutional Neural Networks for Texture Classification	Jul 24, 2017	ClassificationGeneral Classification	CodeCode Available	1	5
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research	Nov 15, 2022	Continual LearningDiversity	CodeCode Available	1	5
Encoding Spatial Distribution of Convolutional Features for Texture Representation	Dec 1, 2021	Material RecognitionRetrieval	CodeCode Available	1	5
Debiased Self-Training for Semi-Supervised Learning	Feb 15, 2022	Object RecognitionScene Classification	CodeCode Available	1	5
Persistence Curves: A canonical framework for summarizing persistence diagrams	Apr 16, 2019	BIG-bench Machine LearningTexture Classification	CodeCode Available	0	5
PCANet: A Simple Deep Learning Baseline for Image Classification?	Apr 14, 2014	ClassificationDeep Learning	CodeCode Available	0	5
Quantitative Measures for Passive Sonar Texture Analysis	Apr 21, 2025	Texture Classification	CodeCode Available	0	5
Local Rotation Invariance in 3D CNNs	Mar 19, 2020	Data AugmentationTexture Classification	CodeCode Available	0	5
Lacunarity Pooling Layers for Plant Image Classification using Texture Analysis	Apr 25, 2024	image-classificationImage Classification	CodeCode Available	0	5
3D Geometric salient patterns analysis on 3D meshes	Jun 18, 2019	ClusteringTexture Classification	CodeCode Available	0	5
Learning rotation invariant convolutional filters for texture classification	Apr 22, 2016	ClassificationGeneral Classification	CodeCode Available	0	5
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation	Jan 6, 2025	Cardiac SegmentationImage Segmentation	CodeCode Available	0	5
FWLBP: A Scale Invariant Descriptor for Texture Classification	Jan 10, 2018	ClassificationGeneral Classification	CodeCode Available	0	5
Gray Level Co-Occurrence Matrices: Generalisation and Some New Features	May 22, 2012	Content-Based Image RetrievalImage Retrieval	CodeCode Available	0	5
Enhanced Wavelet Scattering Network for image inpainting detection	Sep 25, 2024	Image InpaintingImage Manipulation	CodeCode Available	0	5
face anti-spoofing based on color texture analysis	Nov 19, 2015	Face Anti-SpoofingTexture Classification	CodeCode Available	0	5
Co-occurrence Based Texture Synthesis	May 17, 2020	Generative Adversarial NetworkImage Generation	CodeCode Available	0	5

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