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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
A Dense Material Segmentation Dataset for Indoor and Outdoor Scene ParsingCode1
Multimodal Material Classification for Robots using Spectroscopy and High Resolution Texture ImagingCode1
ConViTac: Aligning Visual-Tactile Fusion with Contrastive Representations—0
Electrolyzers-HSI: Close-Range Multi-Scene Hyperspectral Imaging Benchmark DatasetCode0
TextureSAM: Towards a Texture Aware Foundation Model for Segmentation—0
RGB-to-Polarization Estimation: A New Task and Benchmark Study—0
Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models—0
Single-image Reflectance and Transmittance Estimation from Any Flatbed Scanner—0
First Lessons Learned of an Artificial Intelligence Robotic System for Autonomous Coarse Waste Recycling Using Multispectral Imaging-Based Methods—0
TexPro: Text-guided PBR Texturing with Procedural Material Modeling—0
A Deep Learning Approach for Pixel-level Material Classification via Hyperspectral Imaging—0
Object-Oriented Material Classification and 3D Clustering for Improved Semantic Perception and Mapping in Mobile RobotsCode0
Electromagnetic Property Sensing in ISAC with Multiple Base Stations: Algorithm, Pilot Design, and Performance Analysis—0
Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction—0
Scalability in Building Component Data Annotation: Enhancing Facade Material Classification with Synthetic Data—0
Electromagnetic Property Sensing: A New Paradigm of Integrated Sensing and Communication—0
Material Classification of Recyclable Containers Using 60 GHz Radar—0
Space Object Identification and Classification from Hyperspectral Material Analysis—0
Making the Invisible Visible: Toward High-Quality Terahertz Tomographic Imaging via Physics-Guided Restoration—0
Thermal Spread Functions (TSF): Physics-guided Material ClassificationCode0
One-shot recognition of any material anywhere using contrastive learning with physics-based renderingCode0
Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material ClassificationCode0
Hyperspectral Image Reconstruction from Multispectral Images Using Non-Local Filtering—0
How well does CLIP understand texture?Code0
Radar-based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimeter vs. Millimeter Wave Units—0
Material Classification Using Active Temperature Controllable Robotic Gripper—0
Echo-Reconstruction: Audio-Augmented 3D Scene Reconstruction—0
Programmable Spectral Filter Arrays using Phase Spatial Light Modulator—0
Ground material classification for UAV-based photogrammetric 3D data A 2D-3D Hybrid Approach—0
Construction material classification on imbalanced datasets using Vision Transformer (ViT) architecture—0
Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification—0
SimTreeLS: Simulating aerial and terrestrial laser scans of treesCode0
Material Recognition for Automated Progress Monitoring using Deep Learning Methods—0
Roof material classification from aerial imageryCode0
Visualizing key features in X-ray images of epoxy resins for improved material classification using singular value decomposition of deep learning features—0
Joint 3D Localization and Classification of Space Debris using a Multispectral Rotating Point Spread Function—0
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode0
Programmable Spectrometry -- Per-pixel Classification of Materials using Learned Spectral Filters—0
A Splitting-Based Iterative Algorithm for GPU-Accelerated Statistical Dual-Energy X-Ray CT Reconstruction—0
Learning Material-Aware Local Descriptors for 3D Shapes—0
Coded Illumination and Imaging for Fluorescence Based Classification—0
Second-order Democratic Aggregation—0
Deep Neural Object Analysis by Interactive Auditory Exploration with a Humanoid Robot—0
A Deeper Look at Power Normalizations—0
Zeroth-Order Stochastic Variance Reduction for Nonconvex OptimizationCode0
Classification of Household Materials via SpectroscopyCode0
Deep Thermal Imaging: Proximate Material Type Recognition in the Wild through Deep Learning of Spatial Surface Temperature PatternsCode0
Recognizing Material Properties from Images—0
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