Cargando…

Photometric Stereo-Based Defect Detection System for Steel Components Manufacturing Using a Deep Segmentation Network

This paper presents an automatic system for the quality control of metallic components using a photometric stereo-based sensor and a customized semantic segmentation network. This system is designed based on interoperable modules, and allows capturing the knowledge of the operators to apply it later...

Descripción completa

Detalles Bibliográficos
Autores principales:	Saiz, Fátima A., Barandiaran, Iñigo, Arbelaiz, Ander, Graña, Manuel
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838491/ https://www.ncbi.nlm.nih.gov/pubmed/35161628 http://dx.doi.org/10.3390/s22030882

Ejemplares similares

Deep Photometric Stereo Network with Multi-Scale Feature Aggregation
por: Yu, Chanki, et al.
Publicado: (2020)

Photometric-Stereo-Based Defect Detection System for Metal Parts
por: Cao, Yanlong, et al.
Publicado: (2022)

Photometric stereo for three-dimensional leaf venation extraction
por: Zhang, Wenhao, et al.
Publicado: (2018)

Optical imaging technology in colonoscopy: Is there a role for photometric stereo?
por: Shandro, Benjamin M, et al.
Publicado: (2020)

Example-Based Multispectral Photometric Stereo for Multi-Colored Surfaces
por: Miyazaki, Daisuke, et al.
Publicado: (2022)

Improved Visual Inspection through 3D Image Reconstruction of Defects Based on the Photometric Stereo Technique
por: Huang, Sanao, et al.
Publicado: (2019)

Photometric Stereo-Based Depth Map Reconstruction for Monocular Capsule Endoscopy
por: Hao, Yang, et al.
Publicado: (2020)

Combining Photogrammetry and Photometric Stereo to Achieve Precise and Complete 3D Reconstruction
por: Karami, Ali, et al.
Publicado: (2022)

The Dynamic Photometric Stereo Method Using a Multi-Tap CMOS Image Sensor †
por: Yoda, Takuya, et al.
Publicado: (2018)

Photometric Calibration for Stereo Camera with Gamma-like Response Function in Direct Visual Odometry
por: Miao, Yinming, et al.
Publicado: (2021)

Color Photometric Stereo Using Multi-Band Camera Constrained by Median Filter and Occluding Boundary
por: Miyazaki, Daisuke, et al.
Publicado: (2019)

DRM-Based Colour Photometric Stereo Using Diffuse-Specular Separation for Non-Lambertian Surfaces
por: Li, Boren, et al.
Publicado: (2022)

A photometric stereo-based 3D imaging system using computer vision and deep learning for tracking plant growth
por: Bernotas, Gytis, et al.
Publicado: (2019)

Three-Dimensional Reconstruction from Single Image Base on Combination of CNN and Multi-Spectral Photometric Stereo
por: Lu, Liang, et al.
Publicado: (2018)

Three-Dimensional Reconstruction with a Laser Line Based on Image In-Painting and Multi-Spectral Photometric Stereo †
por: Lu, Liang, et al.
Publicado: (2021)

Deep Learning for Semantic Segmentation of Defects in Advanced STEM Images of Steels
por: Roberts, Graham, et al.
Publicado: (2019)

V crateris: photometric elements
por: Sarma, M B K, et al.
Publicado: (1997)

The Candela and Photometric and Radiometric Measurements
por: Parr, Albert C.
Publicado: (2001)

A multi-channel photometric detector for multi-component analysis in flow injection analysis
por: Tan, Aimin, et al.
Publicado: (1994)

International Intercomparisons of Photometric Base Units
por: Mielenz, Klaus D.
Publicado: (1987)

A SIMPLIFIED APPARATUS FOR PHOTOMETRIC ANALYSIS AND PHOTOMICROGRAPHY
por: Pollister, Arthur W., et al.
Publicado: (1949)

The Sloan digital sky survey photometric system
por: Fukugita, M, et al.
Publicado: (1996)

Improved Photometric Standards and Calibration Procedures at NIST
por: Ohno, Yoshihiro
Publicado: (1997)

Photometric Monitoring of Electronic Cigarette Puff Topography
por: Kolaczyk, Keith, et al.
Publicado: (2023)

Superalloy—Steel Joint in Microstructural and Mechanical Characterisation for Manufacturing Rotor Components
por: Szczucka-Lasota, Bożena, et al.
Publicado: (2023)

Coulometer from a Digitally Controlled Galvanostat with Photometric Endpoint Detection
por: González-Arjona, Domingo, et al.
Publicado: (2022)

Stereo Imaging Using Hardwired Self-Organizing Object Segmentation
por: Chen, Ching-Han, et al.
Publicado: (2020)

Development of a photometric system for continuous flow analysis
por: Randhawa, S. S., et al.
Publicado: (2003)

Clustering in Photometric Surveys : a window for redshift distortions
por: Crocce, Martin
Publicado: (2011)

PHOTOMETRIC EVIDENCE FOR THE OSMOTIC BEHAVIOR OF RAT LIVER MICROSOMES
por: Tedeschi, Henry, et al.
Publicado: (1963)

Tracing The Sound Horizon Scale With Photometric Redshift Surveys
por: Sanchez, E, et al.
Publicado: (2010)

Photometric facial analysis of the Igbo Nigerian adult male
por: Ukoha, Ukoha Ukoha, et al.
Publicado: (2012)

Open-Source Photometric System for Enzymatic Nitrate Quantification
por: Wittbrodt, B. T., et al.
Publicado: (2015)

Photometric analysis of esthetically pleasant and unpleasant facial profile
por: Fortes, Helena Nunes da Rocha, et al.
Publicado: (2014)

Porphyrins as Colorimetric and Photometric Biosensors in Modern Bioanalytical Systems
por: Norvaiša, Karolis, et al.
Publicado: (2020)

The manufacture of iron and steel
por: Bashforth, Reginald G
Publicado: (1957)

Influence of the Manufacturing Process on Defects in the Galvanized Coating of High Carbon Steel Wires
por: Gelfi, Marcello, et al.
Publicado: (2017)

Review of Stereo Matching Algorithms Based on Deep Learning
por: Zhou, Kun, et al.
Publicado: (2020)

Low-Light Image Enhancement Using Photometric Alignment with Hierarchy Pyramid Network
por: Ye, Jing, et al.
Publicado: (2022)

Wire Arc Additive Manufactured Mild Steel and Austenitic Stainless Steel Components: Microstructure, Mechanical Properties and Residual Stresses
por: Rani, Kasireddy Usha, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_17u97oip3td8sobf7et17pncj3