Real-Time Pavement Crack Detection Based on Artificial Intelligence

QR Code

Real-Time Pavement Crack Detection Based on Artificial Intelligence

Pavement as a structural element is closely related to the road traffic system because it is essentially a support structure for the movement of vehicles. Modern technology has attained significant improvements in road durability, quality, and safety through the use of new materials and construction...

Full description

Bibliographic Details
Published in:	Journal of Advanced Research in Applied Sciences and Engineering Technology
Main Author:	Ya’acob N.; Zuraimi M.D.I.; Rahman A.A.A.; Yusof A.L.; Ali D.M.
Format:	Article
Language:	English
Published:	Semarak Ilmu Publishing 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85184455240&doi=10.37934%2faraset.38.2.7182&partnerID=40&md5=6128ac2760fcd8a8e5cb1dd95c7ad7b5

Similar Items

Deep convolution neural network for crack detection on asphalt pavement
by: Yusof N.A.M.; Ibrahim A.; Noor M.H.M.; Tahir N.M.; Yusof N.M.; Abidin N.Z.; Osman M.K.
Published: (2019)

Detection of Crack on Asphalt Pavement using Deep Convolutional Neural Network
by: Ahmad Faudzi M.J.A.; Osman M.K.; Muhamed Yusof N.A.; Ahmad K.A.; Ahmad F.; Idris M.; Raof R.A.A.; Nor Hazlyna H.
Published: (2021)

Crack detection and classification in asphalt pavement images using deep convolution neural network
by: Yusof N.A.M.; Osman M.K.; Noor M.H.M.; Ibrahim A.; Tahir N.M.; Yusof N.M.
Published: (2019)

Pavement Crack Detection from UAV Images Using YOLOv4
by: Mahmud M.N.; Sabri N.N.N.A.; Osman M.K.; Ismail A.P.; Mohamad F.A.; Idris M.; Sulaiman S.N.; Saad Z.; Ibrahim A.; Rabiain A.H.
Published: (2023)

Landslide Detection Using Analysed UAV Imagery
by: Ya’acob N.; Rahman A.A.A.; Yusof A.L.; Ali D.M.; Naim N.F.
Published: (2025)

Cracklabel: A thresholding-based crack labeling tool for asphalt pavement images
by: Yusof N.A.M.; Osman M.K.; Ahmad F.; Idris M.; Ibrahim A.; Tahir N.M.; Yusof N.M.
Published: (2021)

Real-Time Crack Classification with Wall-Climbing Robot Using MobileNetV2
by: Mazni M.; Husain A.R.; Shapiai M.I.; Ibrahim I.S.; Zulkifli R.; Anggara D.W.
Published: (2024)

Design and Implementation of a Wireless Health Monitoring System for Real-Time Patient Data Using ESP32
by: Ya'acob N.; Ismail S.I.; Amin M.Z.M.; Aziz N.F.A.
Published: (2024)

Pavement Crack Treatment: Feasibility Study on using Plastic Waste ss Sealant
by: Ishak S.Z.; Ilobshebru N.M.; Kamaluddin N.A.; Ahmad J.; Hasanuddin A.; Abd Rahman R.
Published: (2021)

Big data in real time to detect anomalies
by: Abinaya N.; Kumar A.V.S.; Chaturvedi A.; Musirin I.B.; Rao M.; Kaur G.; Kaur S.; Saleh O.S.; Malladi R.; Arya N.
Published: (2024)

An investigation into real-time surface crack classification and measurement for structural health monitoring using transfer learning convolutional neural networks and Otsu method
by: Mazni M.; Husain A.R.; Shapiai M.I.; Ibrahim I.S.; Anggara D.W.; Zulkifli R.
Published: (2024)

Real Time Snatch Theft Detection using Deep Learning Networks
by: Zamri N.F.M.; Tahir N.M.; Ali M.S.M.; Ashar N.D.K.; Almisreb A.A.
Published: (2023)

Image Processing Based Forest Fire Detection using Infrared Camera
by: Ya'acob N.; Najib M.S.M.; Tajudin N.; Yusof A.L.; Kassim M.
Published: (2021)

Detecting the occurrence of ground ULF electromagnetic signal prior to earthquake events
by: Ya'acob N.; Abdullah M.; Yusof A.L.; Ali M.T.; Idris A.; Samsudin M.S.
Published: (2011)

Detecting Flood in Real-Time Weather Data Using Anomaly Detection Algorithm
by: Basheer M.Y.I.; Ali A.M.; Hamid N.H.A.; Osman R.; Nordin S.; Ariffin M.A.M.
Published: (2023)

Pavement Maintenance in Malaysia: The Key to Pavement Sustainability
by: Arshad A.K.; Shaffie E.; Kamal M.I.A.; Hussain M.Z.; Rais N.M.
Published: (2024)

Single event latch-up detection for nano-satellite external solar radiation mitigation system
by: Ya’Acob N.; Ayob M.F.; Tajudin N.; Kassim M.; Yusof A.L.
Published: (2020)

Real Time Drowsy Driver Detection Using Image Processing on Python
by: Faidhi Daud M.A.; Ismail A.P.; Tahir N.M.; Daud K.; Kasim N.M.; Mohamad F.A.
Published: (2022)

Implementation of Real Time Approach for Early Warning Gas Leakage Detection
by: Binti Nor Azuwan A.Q.; Norjihan Binti Tuan Yaakub T.; Abdul Aziz A.B.
Published: (2022)

Estimation of TRMM rainfall for landslide occurrences based on rainfall threshold analysis
by: Tajudin N.; Ya’acob N.; Ali D.M.; Adnan N.A.
Published: (2020)

A Hybrid Real-Time Scheduling Mechanism Based on Multiprocessor for Real-Time Tasks in Weakly Hard Specification
by: Ismail H.; Jawawi D.N.A.; Ahmedy I.
Published: (2022)

Temporal forest change detection and forest health assessment using remote sensing
by: Ya'Acob N.; Azize A.B.M.; Mahmon N.A.; Yusof A.L.; Azmi N.F.; Mustafa N.
Published: (2014)

Real-time forest fire detection, monitoring, and alert system using Arduino
by: Anuar A.I.M.; Mohamad R.; Markom A.M.; Concepcion R.
Published: (2024)

Mitigating Hydroplaning Risk Through Real-Time Rainfall Detection and Speed Recommendations
by: Rusli, et al.
Published: (2024)

Design of Water Quality Monitoring System Based on Internet of Things Technology
by: Ya’acob N.; Zainali N.S.; Rahman A.A.A.; Yusof A.L.; Kassim M.; Salehudin A.S.N.
Published: (2025)

Comparison of MyRTKnet Performance with Various Real-Time Corrections Based on Different Time
by: Al-Attas S.H.M.; Latip A.S.A.; Din A.H.M.; Al-Attas S.I.
Published: (2023)

Application of Artificial Intelligence Techniques for Brain-Computer Interface in Mental Fatigue Detection: A Systematic Review (2011-2022)
by: Yaacob H.; Hossain F.; Shari S.; Khare S.K.; Ooi C.P.; Acharya U.R.
Published: (2023)

Real-time anomaly detection in sky quality meter data using probabilistic exponential weighted moving average
by: Riza L.S.; Putra Z.A.Y.; Zain M.I.; Trihutama F.Z.; Utama J.A.; Samah K.A.F.A.; Herdiwijaya D.; NQZ R.A.; Mumpuni E.S.; Priyatikanto R.
Published: (2024)

Self-select target neighboring base station assisted handover for natural disaster in LTE-A network
by: Yusof A.L.; Azhar A.E.; Ya’acob N.
Published: (2020)

Performance Analysis of Handover Initiation Parameters in Long Term Evaluation – Advanced (LTE-A) Network
by: Yusof A.L.; Zainali M.A.; Ya’acob N.
Published: (2022)

Handover implementation for femtocell deployment in LTE heterogeneous networks
by: Yusof A.L.; Ali M.S.N.; Ya'Acob N.
Published: (2019)

Real-Time Remote Monitoring with Data Acquisition System
by: Abidin A.F.Z.; Jusoh M.H.; James E.; Al Junid S.A.M.; Mohd Yassin A.I.
Published: (2015)

Pavement maintenance and surface treatment: Evaluation and prevention towards road safety aspect along Ampang Jaya road
by: Albar A.; Abdul Rashid I.D.; Haron S.; Azinal Abidin A.A.A.; Ramli R.
Published: (2024)

Real-time internet based attendance using face recognition system
by: Yusof Y.W.M.; Nasir M.A.M.; Othman K.A.; Suliman S.I.; Shahbudin S.; Mohamad R.
Published: (2018)

Statistical Analysis for Forest Fire Factors Using Geography Information System (GIS) and Remote Sensing Imagery
by: Aziz N.F.A.; Ya’acob N.; Yusof A.L.; Omar H.
Published: (2025)

A Review of Wildfire Studies using Machine Learning Applications
by: Aziz N.F.A.; Ya’acob N.; Yusof A.L.; Kassim M.
Published: (2024)

Intelligent solar panel monitoring system and shading detection using artificial neural networks
by: Abdallah, et al.
Published: (2023)

Artificial Intelligence in Andrology: From Semen Analysis to Image Diagnostics
by: Ghayda R.A.; Cannarella R.; Calogero A.E.; Shah R.; Rambhatla A.; Zohdy W.; Kavoussi P.; Avidor-Reiss T.; Boitrelle F.; Mostafa T.; Saleh R.; Toprak T.; Birowo P.; Salvio G.; Calik G.; Kuroda S.; Kaiyal R.S.; Ziouziou I.; Crafa A.; Phuoc N.H.V.; Russo G.I.; Durairajanayagam D.; Al-Hashimi M.; Hamoda T.A.-A.A.-M.; Pinggera G.-M.; Adriansjah R.; Rosas I.M.; Arafa M.; Chung E.; Atmoko W.; Rocco L.; Lin H.; Huyghe E.; Kothari P.; Vazquez J.F.S.; Dimitriadis F.; Garrido N.; Homa S.; Falcone M.; Sabbaghian M.; Kandil H.; Ko E.; Martinez M.; Nguyen Q.; Harraz A.M.; Serefoglu E.C.; Karthikeyan V.S.; Ba Tien D.M.; Jindal S.; Micic S.; Bellavia M.; Alali H.; Gherabi N.; Lewis S.; Park H.J.; Simopoulou M.; Sallam H.; Ramirez L.; Colpi G.; Agarwal A.
Published: (2024)

The Use of Vacuum Residue as a Potential Rejuvenator in Reclaimed Asphalt Pavement: Physical, Rheological, and Mechanical Traits Analysis
by: Al-Saffar Z.H.; Eltwati A.; Aziz E.E.; Yaacob H.; Dawood H.A.; Jaya R.P.; Jawahery M.S.A.; Shaffie E.
Published: (2023)

Real-time anomaly detection in sky quality meter data using probabilistic exponential weighted moving average
by: Riza, et al.
Published: (2024)