A Review of Metal Surface Defect Detection Technologies in Industrial Applications

QR Code

A Review of Metal Surface Defect Detection Technologies in Industrial Applications

Surface defects, including cracks, scratches, and deformations, significantly affect the product performance and service life in industrial manufacturing. Accurate detection of metal surface defects ensures product quality and reliability. Traditional nondestructive testing (NDT) methods, such as ul...

Full description

Bibliographic Details
Published in:	IEEE ACCESS
Main Authors:	Qiao, Qi; Hu, Huiying; Ahmad, Azlin; Wang, Ke
Format:	Review
Language:	English
Published:	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC 2025
Subjects:	Computer Science; Engineering; Telecommunications
Online Access:	https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001449658300021

Similar Items

Advancements in Industrial Product Surface Defect Detection: From Traditional Methods to Modern Advanced Techniques
by: Qiao Q.; Ahmad A.; Hu H.; Wang K.
Published: (2024)

A study of contribution factors to building failures and defects in construction industry
by: 2-s2.0-84855666178
Published: (2011)

Metal oxide for heavy metal detection and removal
by: Alias N.; Rosli S.A.; Sazalli N.A.H.; Hamid H.A.; Arivalakan S.; Umar S.N.H.; Khim B.K.; Taib B.N.; Keat Y.K.; Razak K.A.; Yee Y.F.; Hussain Z.; Bakar E.A.; Kamaruddin N.F.; Manaf A.A.; Uchiyama N.; Kian T.W.; Matsuda A.; Kawamura G.; Sawada K.; Matsumoto A.; Lockman Z.
Published: (2020)

Bridge Pillar Defect Detection using Close Range Thermography Imagery
by: 2-s2.0-85129920918
Published: (2022)

Classification Of Defect And Non-Defect Durian Using Image Processing Technique
by: Khazri, et al.
Published: (2024)

A New Energy-Aware Technique for Designing Resource Management System in the 5G-Enabled Internet of Things Based on Kohonen's Self-Organizing Neural Network
by: Zou, et al.
Published: (2025)

Exploring lift car defects: An examination of common defects and the possible causes
by: Mustafa S.N.A.M.; Sabri N.S.M.; Ishak N.M.; Rosni N.N.M.
Published: (2024)

Printed circuit board defect detection using mathematical morphology and MATLAB image processing tools
by: 2-s2.0-77956085996
Published: (2010)

Defects Optimization of Green Part Ti-6Al-4V with Palm Stearin Binder using Response Surface Methodology
by: Saedon J.B.; Mohamad Nor N.H.; Shawal S.; Arifin A.; Mifzal M.A.; Ahmad S.
Published: (2024)

Assessing drivers of web technology investment in Malaysia service industry: An application of technological, organizational, and environmental (TOE) model
by: Mohamed I.S.; Omar N.; Daud N.M.; Marthandan G.
Published: (2009)

A chip X-ray image bubble defect detection model combined with Dual-Former attention mechanism
by: Li A.; Hamzah R.; Rahim S.K.N.A.
Published: (2025)

A chip X-ray image bubble defect detection model combined with Dual-Former attention mechanism
by: Li, et al.
Published: (2025)

A chip X-ray image bubble defect detection model combined with Dual-Former attention mechanism
by: 2-s2.0-85216873779
Published: (2025)

Sierpinski Gasket fractal antenna with ring-shape defected ground structure for RFID application
by: 2-s2.0-84922803343
Published: (2015)

Metal-doped zinc oxide nanostructures for nanogenerator applications: A review
by: 2-s2.0-85140434368
Published: (2023)

Automated optimal parking slot prediction using deep learning and digital twin technology aided parking space management for material science application
by: Lu, et al.
Published: (2025)

Industrial Revolution 4.0: The Challenges of Palm Oil Industry in Technological Adoption
by: 2-s2.0-86000073002
Published: (2025)

Examining the Connection Between Mandatory Technology Usage and Technology Withdrawal in The Maritime Industry
by: Daud N.M.; Rokhman F.; Mohamed I.S.; Masyhar A.; Syaifudin A.; Farida L.A.
Published: (2022)

Defect Engineering at Buried Interface of Perovskite Solar Cells
by: Mohamad Noh M.F.; Arzaee N.A.; Harif M.N.; Mat Teridi M.A.; Mohd Yusoff A.R.B.; Mahmood Zuhdi A.W.
Published: (2024)

Defect Engineering at Buried Interface of Perovskite Solar Cells
by: 2-s2.0-85196535668
Published: (2024)

E-textiles in healthcare: a systematic literature review of wearable technologies for monitoring and enhancing human health
by: Wang C.; Fu L.; Ametefe D.S.; Wang S.; John D.
Published: (2024)

A Review on Natural Fiber Reinforced Polymer Composites (NFRPC) for Sustainable Industrial Applications
by: 2-s2.0-85138048655
Published: (2022)

Analysis of Photovoltaic Cell Defect Classification Using Residual Neural Network
by: 2-s2.0-85219521304
Published: (2024)

Modeling and simulation of microscopic defects in CIS-based solar cell thin film using silvaco TCAD
by: Bakar R.A.; Herman S.H.; Hassan H.; Ahmad W.R.W.; Mohamad F.; Aminuddin M.M.
Published: (2013)

Recent developments in sugarcane bagasse fibre-based adsorbent and their potential industrial applications: A review
by: Mubarak A.A.; Ilyas R.A.; Nordin A.H.; Ngadi N.; Alkbir M.F.M.
Published: (2024)

The implementation of lean manufacturing in the furniture industry: A review and analysis on the motives, barriers, challenges, and the applications
by: 2-s2.0-85067983066
Published: (2019)

Demand Response Program Toward Sustainable Power Supply: Current Status, Challenges, and Prospects in Malaysia
by: Sameer Ahmad, et al.
Published: (2025)

Sustainability of Audit Profession in Digital Technology Era: The Role of Competencies and Digital Technology Capabilities to Detect Fraud Risk
by: Razali, et al.
Published: (2025)

A state-of-the-art review on electrocoagulation (EC): An efficient, emerging, and green technology for oil elimination from oil and gas industrial wastewater streams
by: 2-s2.0-85142832552
Published: (2022)

Adsorption process of heavy metals by low-cost adsorbent: A review
by: 2-s2.0-84894562471
Published: (2013)

Adsorption of dyes and heavy metal ions by chitosan composites: A review
by: 2-s2.0-78650520023
Published: (2011)

AN EMPIRICAL STUDY ON THE CURRENT IMPLEMENTATION OF INNOVATIVE TECHNOLOGIES IN THE MALAYSIAN CONSTRUCTION INDUSTRY-A PILOT STUDY
by: Idris N.H.; Mahbub R.; Hashim N.; Baharuddin H.E.A.; Ismail N.A.A.
Published: (2023)

Digital Twins of Robotic Systems: Increasing Capability for Industrial Applications
by: 2-s2.0-85151252320
Published: (2023)

DeeplabV3+ Model with CBAM and CSPM Attention Mechanism for Navel Orange Defects Segmentation
by: 2-s2.0-86000673018
Published: (2024)

Surface Characterization of Porous Ti-6Al-4V Dental Implant by Metal Injection Molding with Palm Stearin Binder System
by: Saedon, et al.
Published: (2024)

Lean Manufacturing and Industry 4.0: Unveiling Trends, Applications, and Global Impacts in Manufacturing Through Comprehensive Literature Review
by: Azian, et al.
Published: (2025)

The Application of Technological Intervention for Stroke Rehabilitation in Southeast Asia: A Scoping Review With Stakeholders' Consultation
by: 2-s2.0-85125057340
Published: (2022)

Sulfur-containing chitin and chitosan derivatives as trace metal adsorbents: A review
by: Yong S.K.; Bolan N.S.; Lombi E.; Skinner W.; Guibal E.
Published: (2013)

A review of the effect of biodiesel on the corrosion behavior of metals/alloys in diesel engines
by: 2-s2.0-85089471934
Published: (2020)

Connectedness among crude oil prices, stock index and metal prices: An application of network approach in the USA
by: 2-s2.0-85063253739
Published: (2019)