Article

Optimal Surface Defect Detector Design Based on Deep Learning for 3D Geometry

2024-07-25

Abstract excerpt

<title>Abstract</title> <p>Steel-manufacturing sites are extremely harsh and dangerous environments. Visibility is reduced by dust, water vapor, oil, and low light conditions. Additionally, the steel products from hot furnaces have surface temperatures ranging from 1200 to 800 degrees celsius and weigh several to tens of tons. It is extremely dangerous for humans to visually inspect these steel products in such e...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: ea707be2-6732-5061-a491-afcbd3f55e52
DOI: 10.21203/rs.3.rs-4665769/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Optimal Surface Defect Detector Design Based on Deep Learning for 3D GeometryDOI 10.21203/rs.3.rs-4665769/v1Read

An Intelligent Deep Learning-Based Monitoring Framework for Additive ManufactureSemantic proximity Read

Remaining Useful Life Prediction from 3D Scan Data with Genetically Optimized Convolutional Neural NetworksSemantic proximity Read

Defect Detection in Rubber Pump Tubing Using Edge Fusion and Adaptive LearningSemantic proximity Read

A Two-Stage Deep Learning Framework for Automated Corrosion Detection and Severity Estimation in High-Resolution SEM ImagesSemantic proximity Read

Image Classification for Defect Detection of Light AircraftSemantic proximity Read

Machine-Learning-Driven Formation Damage Classification Based on SEM Images and Petrophysical DataSemantic proximity Read

Three-Dimensional Deep Learning to Automatically Generate Cranial Implant GeometrySemantic proximity Read

LLM-3D Print: Large Language Models To Monitor and Control 3D PrintingSemantic proximity Read

Application Research on General Technology for Safety Appraisal of Existing Buildings Based on Unmanned Aerial Vehicles and Stair-Climbing RobotsSemantic proximity Read

Prediction of optimal 3D printing orientation using vertically sparse voxelization and modified support structure tomographySemantic proximity Read

Wind Turbine Maintenance Cost Reduction by Deep Learning Aided Drone Inspection AnalysisSemantic proximity Read

Using Convolutional Neural Networks to Automate Aircraft Maintenance Visual InspectionSemantic proximity Read