Industry

Infrastructure

• Concrete spalling detection system based on semantic segmentation using deep architectures
• Tiny-Machine-Learning-Based Supply Canal Surface Condition Monitoring
• CrackNet: A Hybrid Model for Crack Segmentation with Dynamic Loss Function
• Machine-Aided Bridge Deck Crack Condition State Assessment Using Artificial Intelligence
• Multi-modal deep fusion for bridge condition assessment

Monitoring

• Agent-SwinPyramidNet: an enhanced deep learning model with AMTCF-VMD for anomaly detection in oil and gas pipelines
• Integrating DFG spectroscopy with machine learning for direct and accurate gas pressure diagnosis from spectral imagery
• A flow pattern recognition method for gas-liquid two-phase flow based on dilated convolutional channel attention mechanism
• Welding Seam Tracking and Inspection Robot Based on Improved YOLOv8s-Seg Model
• Lithology Identification Based on Improved Faster R-CNN
• Diesel Engine Monitoring and Diagnostics Based on Artificial Neural Networks
• DIRECT ANALYSIS FOR BUILDING STRUCTURES SUBJECTED TO WIND LOADS CONSIDERING DIRECT SHELTERING EFFECTS

Parts

• THICKNESS MEASUREMENT OF IMMERSION METAL CARBON SLIDE BASED ON IMAGE SEGMENTATION
• Prediction of Remaining Useful Life of Rolling Bearings Based on Multiscale Efficient Channel Attention CNN and Bidirectional GRU
• Lightweight Algorithm for Steel Surface Defect Detection Based on PPY-YOLO

Tunnel

• Intelligent Detection of Tunnel Leakage Based on Improved Mask R-CNN
• Noise-robust pipe wall-thinning discrimination system using convolution recurrent neural network model
• Lightweight defect detection algorithm of tunnel lining based on knowledge distillation
• Intelligent Detection of Tunnel Leakage Based on Improved Mask R-CNN

Railway / Freight

• A Parts Detection Network for Switch Machine Parts in Complex Rail Transit Scenarios
• MHS-DETR: A Railway Frog Defect Detection Model Integrating Multi-Scale Edge Perception and Adaptive Structural Optimization
• TRUDI and TITUS: A Multi-Perspective Dataset and A Three-Stage Recognition System for Transportation Unit Identification
• Fully-Automated Packaging Structure Recognition of Standardized Logistics Assets on Images

Chemical

• Variable-Area Sensor Permits Near-Continuous Multipoint Measurements of Aqueous Biological and Chemical Analytes
• Infrared Fault Detection Method for Dense Electrolytic Bath Polar Plate Based on YOLOv5s

UAV

• Identifying materials in spatial unauthorized waste sites for local circular economy enhancement
• Development of Unmanned Aerial Vehicle Navigation and Warehouse Inventory System Based on Reinforcement Learning
• Mamba-VNPS: A Visual Navigation and Positioning System with State-Selection Space
• Deep Learning-Based Approach to Automated Monitoring of Defects and Soiling on Solar Panels

Vehicles

• Pillar-MTNet: A Point Cloud Vehicle Target Detection Algorithm Based on Pillar and Swin Transformer
• GaussianPretrain: A Simple Unified 3D Gaussian Representation for Visual Pre-training in Autonomous Driving
• A Diffusion Model-based Intelligent Optimization Method of Rural Road Environments
• THE VISUAL WEIGHING METHOD OF MINING DUMP ATRUCK BASED ON RESNET
• Self-Supervised Cross-Modal Learning for Image-to-Point Cloud Registration