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Material Classification

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Showing 1–50 of 65 papers

TitleStatusHype
Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imageryCode1
Multimodal Visual-Tactile Representation Learning through Self-Supervised Contrastive Pre-TrainingCode1
Multimodal Material Classification for Robots using Spectroscopy and High Resolution Texture ImagingCode1
A Dense Material Segmentation Dataset for Indoor and Outdoor Scene ParsingCode1
SimTreeLS: Simulating aerial and terrestrial laser scans of treesCode0
Object-Oriented Material Classification and 3D Clustering for Improved Semantic Perception and Mapping in Mobile RobotsCode0
One-shot recognition of any material anywhere using contrastive learning with physics-based renderingCode0
Deep Thermal Imaging: Proximate Material Type Recognition in the Wild through Deep Learning of Spatial Surface Temperature PatternsCode0
Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material ClassificationCode0
Thermal Spread Functions (TSF): Physics-guided Material ClassificationCode0
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode0
Classification of Household Materials via SpectroscopyCode0
Zeroth-Order Stochastic Variance Reduction for Nonconvex OptimizationCode0
How well does CLIP understand texture?Code0
Electrolyzers-HSI: Close-Range Multi-Scene Hyperspectral Imaging Benchmark DatasetCode0
Roof material classification from aerial imageryCode0
Ground material classification for UAV-based photogrammetric 3D data A 2D-3D Hybrid Approach—0
Hyperspectral Image Reconstruction from Multispectral Images Using Non-Local Filtering—0
Joint 3D Localization and Classification of Space Debris using a Multispectral Rotating Point Spread Function—0
Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models—0
Learning Discriminative Illumination and Filters for Raw Material Classification with Optimal Projections of Bidirectional Texture Functions—0
Learning Material-Aware Local Descriptors for 3D Shapes—0
Learning Multi-Scale Representations for Material Classification—0
LOAD: Local Orientation Adaptive Descriptor for Texture and Material Classification—0
Making the Invisible Visible: Toward High-Quality Terahertz Tomographic Imaging via Physics-Guided Restoration—0
Material Classification in the Wild: Do Synthesized Training Data Generalise Better than Real-World Training Data?—0
Material Classification of Recyclable Containers Using 60 GHz Radar—0
Material Classification Using Active Temperature Controllable Robotic Gripper—0
Material Classification Using Frequency- and Depth-Dependent Time-Of-Flight Distortion—0
Material Classification using Neural Networks—0
Material Classification Using Raw Time-Of-Flight Measurements—0
Material Classification With Thermal Imagery—0
Material Recognition for Automated Progress Monitoring using Deep Learning Methods—0
Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification—0
Probing the Intra-Component Correlations within Fisher Vector for Material Classification—0
Programmable Spectral Filter Arrays using Phase Spatial Light Modulator—0
Programmable Spectrometry -- Per-pixel Classification of Materials using Learned Spectral Filters—0
Radar-based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimeter vs. Millimeter Wave Units—0
Recognizing Material Properties from Images—0
RGB-to-Polarization Estimation: A New Task and Benchmark Study—0
Scalability in Building Component Data Annotation: Enhancing Facade Material Classification with Synthetic Data—0
Second-order Democratic Aggregation—0
A Deeper Look at Power Normalizations—0
Space Object Identification and Classification from Hyperspectral Material Analysis—0
Sparse Coding on Symmetric Positive Definite Manifolds using Bregman Divergences—0
TexPro: Text-guided PBR Texturing with Procedural Material Modeling—0
TextureSAM: Towards a Texture Aware Foundation Model for Segmentation—0
Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction—0
Transfer Learning for Material Classification using Convolutional Networks—0
Single-image Reflectance and Transmittance Estimation from Any Flatbed Scanner—0
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