RCD-IIUM: A Comprehensive Malaysian Road Crack Dataset for Infrastructure Analysis

QR Code

RCD-IIUM: A Comprehensive Malaysian Road Crack Dataset for Infrastructure Analysis

In rapidly urbanizing regions, maintaining road infrastructure integrity is a critical challenge due to increasing vehicular stress and environmental factors. This study introduces the Road Crack Dataset-International Islamic University Malaysia (RCD-IIUM), designed to enhance road pavement infrastr...

Full description

Bibliographic Details
Published in:	9TH INTERNATIONAL CONFERENCE ON MECHATRONICS ENGINEERING, ICOM 2024
Main Authors:	Ashraf, Arselan; Sophian, Ali; Shafie, Amir Akramin; Gunawan, Teddy Surya; Ismail, Norfarah Nadia; Bawono, Ali Aryo
Format:	Proceedings Paper
Language:	English
Published:	IEEE 2024
Subjects:	Computer Science; Engineering
Online Access:	https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001310540400033

Similar Items

RCD-IIUM: A Comprehensive Malaysian Road Crack Dataset for Infrastructure Analysis
by: Ashraf A.; Sophian A.; Shafie A.A.; Gunawan T.S.; Ismail N.N.; Bawono A.A.
Published: (2024)

Reliability analysis of uncertain input variables for cracked structures
by: Akramin M.R.M.; Zulkifli A.; Mazwan Mahat M.
Published: (2011)

The Application of International Road Assessment Programme (iRAP) as a Road Infrastructure Risk Assessment Tool
by: Murozi A.-F.M.; Ishak S.Z.; Nusa F.N.M.; Hoong A.P.W.; Sulistyono S.
Published: (2022)

Crack Detection on Asphalt Road in Malaysia using UAV Images and YOLOv4
by: Mahmud M.N.; Osman M.K.; Ismail A.P.; Ahmad F.; Ahmad K.A.; Ibrahim A.; Rabiani A.H.
Published: (2024)

A Study on Social Media Responses on Road Infrastructure using Sentiment Analysis
by: Hanan F.A.; Mutalib S.; Yunus A.M.; Rashid M.F.A.; Kamarudin S.N.K.; Rahman S.A.
Published: (2023)

Assessment the Accuracy of Crack Detection Derived from Smartphone LiDAR and TLS Dataset
by: Syafie F.S.; Khalid N.; Tahar K.N.; Naharudin N.; Abdul Jalil A.H.; Hakim Kamaruddin A.
Published: (2024)

Assessment of facilities management (FM) performance in international Islamic University Malaysia (IIUM)
by: Hashim H.; Saleh A.A.; Kamarulzaman N.; Hashim S.Z.
Published: (2011)

Factors Influencing Governance Practices in Rural Public Infrastructure Projects: A Case Study of Rural Road Project in Malaysia
by: Latiff A.M.A.; Jaapar A.; Isa C.M.M.
Published: (2021)

Deep Learning-Based High Performance Intrusion Detection System for Imbalanced Datasets
by: Ahmed F.; Gunawan T.S.; Nordin A.N.; Rahim R.A.; Zain Z.M.; Zaki Hamidi E.A.
Published: (2023)

Time-series forecasting analysis on the major treatment need among patients referred for periodontal and conservative treatments in IIUM Dental Outpatient Clinic
by: Ismail A.; Abllah Z.; Radhi N.A.M.; Musa S.; Halim M.F.A.A.
Published: (2021)

Geospatial Analysis on the Impact of Road Defects on Motorcycle Accidents
by: Amir M.H.M.; Naharudin N.
Published: (2021)

Evaluation of dataset metamodel for describing the structure of datasets
by: Rosli M.M.
Published: (2018)

Real-Time Pavement Crack Detection Based on Artificial Intelligence
by: Ya’acob N.; Zuraimi M.D.I.; Rahman A.A.A.; Yusof A.L.; Ali D.M.
Published: (2024)

Revolutionizing Road Pavements: Advancing Traffic Safety and Aesthetics Through Chrome Oxide and Iron Oxide Pigmented Coloured Asphalt Binders
by: Khalifa, et al.
Published: (2024)

Green Infrastructure: Materials and Applications
by: Hassan R.; Hamid N.H.A.; Arshad A.K.; Alisibramulisi A.; Sidek M.N.M.; Bhkari N.M.; Shaffie E.
Published: (2021)

Wet Road Detection Using CNN With Transfer Learning
by: Mohd Shariff K.K.; Ali A.; Enche Ab Rahim S.A.; Khan Ismail Z.
Published: (2022)

Green Infrastructure: Materials and Sustainable Management
by: Hashim U.R.; Arshad A.K.; Hamid N.H.A.; Hassan R.; Shaffie E.; Alisibramulisi A.; Bhkari N.M.; Sidek M.N.M.
Published: (2024)

A Study On the Effectiveness of Rolling Barrier System at Straight Road and Curved Road: A Review
by: Shaffie E.; Zin N.M.; Shiong F.; Arshad A.K.; Ahmad J.
Published: (2023)

INITIAL CONCEPTUAL MATRIX ON THE DEVELOPMENT OF ROAD SAFETY ASSESSMENT TOOL (RSAT) FOR NEW ROAD PROJECT
by: Nhari R.N.R.; Hassan S.A.
Published: (2022)

Interception Loss of Tree Canopy as Green Infrastructure
by: Azida A.B.A.
Published: (2021)

Green Infrastructure Development in Malaysia: A Review
by: Nor Shahrudin N.S.; Mustaffa N.K.; Mat Isa C.M.
Published: (2024)

Development of potential dysgraphia handwriting dataset
by: Ramlan S.A.; Isa I.S.; Ismail A.P.; Osman M.K.; Soh Z.H.C.
Published: (2024)

Efficacy of Contrast Medium-assisted Imaging in Diagnosing Cracked Tooth
by: Pisar N.A.Md.; Zain N.A.C.Md.; Zohdi N.M.; Yusof M.Y.P.M.; Ishak H.
Published: (2023)

The influence of single progressive off-centered crack on the dynamics of beam
by: Isa A.A.M.; Rahman Z.A.
Published: (2011)

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)

Possibility the use of UAV platform for building's crack length measurement
by: Rahman K.A.; Tahar K.N.
Published: (2022)

Analysis of crack propagation of PLA fabricated by the additive manufacturing technique
by: Mohd Yusof A.A.B.; Md Yusop A.H.B.; Abu Kasim H.B.
Published: (2024)

The pathway toward sustainable and resilient infrastructure development in Malaysia
by: Mustaffa N.K.; Shahrudin N.S.N.; Mustaffa A.
Published: (2023)

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)

Small but Diverse SEM Image Dataset: Impact of Image Augmentation on the Performance of AlexNet
by: Shariff K.K.M.; Abdullah N.E.; Al-Misreb A.A.; Jahidin A.H.; Ali M.S.A.M.; Yassin A.I.M.
Published: (2023)

Modeling of steel fibres as flexural cracks inhibitor in reinforced concrete beam
by: Musa M.Y.; Hamzah S.H.; Amin N.M.
Published: (2015)

Assessing the performance of concrete structure based on the width of the crack using UPV
by: Hasbullah M.A.; Yusof R.; Yusoff M.N.
Published: (2017)

Acoustic emission signal for fatigue crack classification on reinforced concrete beam
by: Md Nor N.; Ibrahim A.; Muhamad Bunnori N.; Mohd Saman H.
Published: (2013)

Intensity crack zones of reinforced concrete beam under monotonic loading
by: Mat Saliah S.N.; Nor N.M.; Kamaruzzaman K.N.; Mohd Mesron M.A.; Abd Rahman N.
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)

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)

Key Challenges and Strategies Towards Sustainable Infrastructure Development in Malaysia
by: Mustaffa, et al.
Published: (2023)

Key Challenges and Strategies Towards Sustainable Infrastructure Development in Malaysia
by: Mustaffa N.K.; Shahrudin N.S.N.; Aziz M.F.H.A.; Mustaffa A.
Published: (2023)

Prevention Cost Components Priorities for Urban Rail Infrastructure Projects
by: Kamar I.F.M.; Ahmad A.C.; Derus M.M.
Published: (2022)

Developing performance assessment tools for sustainable and resilient infrastructure project
by: Shahrudin, et al.
Published: (2024)