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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

TitleStatusHype
Quantitative Measures for Passive Sonar Texture AnalysisCode0
Patch and Shuffle: A Preprocessing Technique for Texture Classification in Autonomous Cementitious Fabrication—0
VORTEX: Challenging CNNs at Texture Recognition by using Vision Transformers with Orderless and Randomized Token EncodingsCode0
Lightweight Deepfake Detection Based on Multi-Feature Fusion—0
A Machine Learning Model for Crowd Density Classification in Hajj Video Frames—0
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image SegmentationCode0
Improving analytical color and texture similarity estimation methods for dataset-agnostic person reidentification—0
Empirical curvelet based Fully Convolutional Network for supervised texture image segmentation—0
Enhanced Wavelet Scattering Network for image inpainting detectionCode0
Texture Discrimination via Hilbert Curve Path Based Information Quantifiers—0
An accurate detection of micro-collapse during the lyophilisation of a 5% w/v lactose solution using a combination of novel techniques: intelligent laser speckle imaging (ILSI) and through-vial impedance spectroscopy (TVIS)—0
A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis—0
An Active Learning Framework with a Class Balancing Strategy for Time Series Classification—0
Lacunarity Pooling Layers for Plant Image Classification using Texture AnalysisCode0
StrideNET: Swin Transformer for Terrain Recognition with Dynamic Roughness Extraction—0
Compositional Neural Textures—0
Texture Classification Network Integrating Adaptive Wavelet Transform—0
TexTile: A Differentiable Metric for Texture TileabilityCode1
Grey Level Co-occurrence Matrix (GLCM) Based Second Order Statistics for Image Texture Analysis—0
Latent space configuration for improved generalization in supervised autoencoder neural networks—0
Riesz feature representation: scale equivariant scattering network for classification tasks—0
Interpretable simultaneous localization of MRI corpus callosum and classification of atypical Parkinsonian disorders using YOLOv5—0
Deep learning automated quantification of lung disease in pulmonary hypertension on CT pulmonary angiography: A preliminary clinical study with external validation—0
Penalized Deep Partially Linear Cox Models with Application to CT Scans of Lung Cancer Patients—0
RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation MapsCode1
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