Crack detection and classification in asphalt pavement images using deep convolution neural network

QR Code

Crack detection and classification in asphalt pavement images using deep convolution neural network

Pavement distress particularly cracks, are the most significant type of pavement distress that has been studied for many years due to the complicated pavement crack condition. The continuous severity of crack can cause a dangerous environment that may affect the road users. Therefore, an efficient c...

Full description

Bibliographic Details
Published in:	Proceedings - 8th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2018
Main Author:	2-s2.0-85065018963
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2019
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065018963&doi=10.1109%2fICCSCE.2018.8685007&partnerID=40&md5=3ee52440bf031a9ff0b5611a296ff2ba

Similar Items

Deep convolution neural network for crack detection on asphalt pavement
by: 2-s2.0-85077790231
Published: (2019)

Cracklabel: A thresholding-based crack labeling tool for asphalt pavement images
by: 2-s2.0-85115290644
Published: (2021)

Image Segmentation for Pavement Crack Detection System
by: 2-s2.0-85093851482
Published: (2020)

Efficient Pavement Crack Detection and Classification Using Custom YOLOv7 Model
by: 2-s2.0-85151442702
Published: (2023)

Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN)
by: 2-s2.0-85116191968
Published: (2021)

Classification Type of Asynchrony Breathing Image Using 2-Dimensional Convolutional Neural Network
by: 2-s2.0-85177443458
Published: (2023)

Classification of nutrient deficiency in oil palms from leaf images using convolutional neural network
by: 2-s2.0-85136305765
Published: (2022)

Convolutional Neural Network Based Deep Learning Model for Accurate Classification of Durian Types
by: Diana D.; Kurniawan T.B.; Dewi D.A.; Alqudah M.K.; Alqudah M.K.; Zakari M.Z.; Fuad E.F.B.E.
Published: (2025)

Classification of Diabetic Retinopathy Disease Using Convolutional Neural Network
by: 2-s2.0-85130573222
Published: (2022)

Pneumonia Detection System Using Convolutional Neural Network
by: Izzat M.F.; Sa'dan S.'.; Bahrin U.F.M.; Ishak S.N.H.; Yasin S.N.S.; Ibrahim N.; Nor M.
Published: (2024)

Image Classification of Graphene Oxide Thin Films’ Sheet Resistance using a Convolution Neural Network
by: Yusri M.W.B.; Masrie M.; Badaruddin S.A.M.; Burham N.; Janin Z.; Saad H.
Published: (2024)

Convolutional Neural Network featuring VGG-16 Model for Glioma Classification
by: 2-s2.0-85139452252
Published: (2022)

Estimating Mango Mass from RGB Image with Convolutional Neural Network
by: 2-s2.0-85141775201
Published: (2022)

Age-based facial recognition using convoluted neural network deep learning algorithm
by: 2-s2.0-85086924714
Published: (2020)

Breast Cancer Classification through Meta-Learning Ensemble Technique Using Convolution Neural Networks
by: 2-s2.0-85164711241
Published: (2023)

Emotion Recognition Using Convolutional Neural Network (CNN)
by: 2-s2.0-85111988755
Published: (2021)

Anomaly analysis for the classification purpose of intrusion detection system with K-nearest neighbors and deep neural network
by: 2-s2.0-85084845246
Published: (2019)

A sound event detection based on hybrid convolution neural network and random forest
by: Afendi M.A.S.M.; Yusoff M.
Published: (2022)

Ocular Disease Recognition System Using Convolutional Neural Network
by: Fauzi, et al.
Published: (2024)

Automated Receipt Scanning Using Convolutional Recurrent Neural Network (CRNN)
by: 2-s2.0-85219565154
Published: (2024)

Investigation of RGB to HSI Conversion Methods for Early Plant Disease Detection Using Hierarchical Synthesis Convolutional Neural Networks
by: 2-s2.0-85130556314
Published: (2022)

A framework of evolutionary optimized convolutional neural network for classification of shang and chow dynasties bronze decorative patterns
by: Qi X.; He X.; Chen S.W.; Hai T.
Published: (2024)

Implementation of Facial Expression Recognition (FER) using Convolutional Neural Network (CNN)
by: Abu Mangshor, et al.
Published: (2024)

One-shot learning for facial sketch recognition using the siamese convolutional neural network
by: 2-s2.0-85107708964
Published: (2021)

Palm oil fresh fruit bunch ripeness grading recognition using convolutional neural network
by: 2-s2.0-85054495204
Published: (2018)

Classification of Starfruit Ripeness using Neural Network Technique
by: 2-s2.0-85093840271
Published: (2020)

Real-time robust liver and gallbladder segmentation during laparoscopic cholecystectomy using convolutional neural networks: an analysis
by: Ghobadi V.; Ismail L.I.; Hasan W.Z.W.; Ahmad H.; Ramli H.R.; Norsahperi N.M.H.; Tharek A.; Hanapiah F.A.
Published: (2024)

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

Fake vs Real Image Detection Using Deep Learning Algorithm
by: Fatoni; Kurniawan T.B.; Dewi D.A.; Zakaria M.Z.; Muhayeddin A.M.M.
Published: (2025)

Neural network diagnostic system for dengue patients risk classification
by: Faisal T.; Taib M.N.; Ibrahim F.
Published: (2012)

A genetic algorithm-neural network approach for mycobacterium tuberculosis detection in Ziehl-Neelsen stained tissue slide images
by: Osman M.K.; Ahmad F.; Saad Z.; Mashor M.Y.; Jaafar H.
Published: (2010)

Control energy management system for photovoltaic with bidirectional converter using deep neural network
by: 2-s2.0-85185810947
Published: (2024)

Free and Unfree Weed Classification in Young Palm Oil Crops Using Artificial Neural Network
by: 2-s2.0-85174485337
Published: (2023)

Deep Learning on Histopathology Images for Breast Cancer Classification: A Bibliometric Analysis
by: 2-s2.0-85122017681
Published: (2022)

Intelligent solar panel monitoring system and shading detection using artificial neural networks
by: 2-s2.0-85160576369
Published: (2023)

Automatic music emotion classification using artificial neural network based on vocal and instrumental sound timbres
by: Mokhsin M.B.; Rosli N.B.; Wan Adnan W.A.; Abdul Manaf N.
Published: (2014)

Evaluating aspect-based sentiment classification on Twitter hate speech using neural networks and word embedding features
by: Zainuddin N.; Selamat A.; Ibrahim R.
Published: (2018)

Application of the fuzzy min-max neural network to fault detection and diagnosis of induction motors
by: 2-s2.0-84888823881
Published: (2013)

Moisture susceptibility of porous asphalt mixture with Nano silica modified asphalt binder
by: 2-s2.0-85063425260
Published: (2019)

Breast Cancer Classification Using Deep Learning
by: 2-s2.0-85167737571
Published: (2023)