pavement crack classification

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Multiscale Crack Fundamental Element Model for Real-World ...

A real-world load cracking classification application based on the logistic regression method has also been developed and tested using the actual pavement data collected near Savannah, Georgia to demonstrate the use of the crack properties extracted from the proposed model.

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PASER - ctt.mtu.edu

PASER Manual Pavement Surface Evaluation and Rating Concrete Roads. Many local agencies are responsible for maintaining roadways with concrete pave-ments. This manual offers useful information for planning maintenance and managing ... Pavement cracks Transverse slab cracks, D-cracking, corner cracks, meander cracks. Pavement deformation

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Automatic Asphalt pavement crack detection and ...

As the pavement condition survey is a critical process, it needs fast and cost-effective methods to collect necessary data. ... neural nets automatic asphalt pavement crack detection crack classification neural networks road maintenance road administrations road construction rehabilitation image processing techniques Artificial neural networks ...

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NPS ROAD INVENTORY PROGRAM - WisTrans

Measuring Crack Width on Asphalt Pavement Patching Figure 2 Figure 15 Alligator Crack Severity Levels ... photography to record pavement images and subsequent crack detection and classification has ... Identification Manual for the NPS Road Inventory Program, ...

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Automated pavement imaging program (APIP) for pavement ...

Malaysian Journal of Civil Engineering 19(1) : 1-16 (2007) AUTOMATED PAVEMENT IMAGING PROGRAM (APIP) FOR PAVEMENT CRACKS CLASSIFICATION AND QUANTIFICATION Othman Che Puan1, Mushairry Mustaffar2, Tung-Chai Ling1,* 1 Department of Geotechnics and Transportation,Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malysia 2 Department of …

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Detecting Pavement Cracks Using Drones and Neural ...

An article in International Journal of Advanced Computer Science and Applications by the title of Automatic Pavement Cracks Detection using Image Processing Techniques and Neural Network not only explored different ... The features extracted from the acquired images were then used for pattern analysis and classification as input to the ANN ...

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Detection, Classification, Evaluation and Compression of ...

Detection, Classification, Evaluation and ... This paper presents a method for pavement crack detection, classification and evaluation using the Radon ... The process of crack classification and evaluation involves three important parameters, the number of cracks, the

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Classification of Asphalt Pavement Cracks Using Laplacian ...

To improve the efficiency of the periodic surveys of the asphalt pavement condition, this study puts forward an intelligent method for automating the classification of pavement crack patterns. The new approach relies on image processing techniques and computational intelligence algorithms.

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AUTOMATED PAVEMENT IMAGING PROGRAM (APIP) FOR …

Cracks are fissures resulting from partial or complete fractures of pavement surface. Cracks of road pavement surface can happen in a wide variety of patterns, ranging from isolated single crack to an interconnected pattern extending over the entire pavement surface (JKR, 1992).

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Automated Pavement Cracking Rating System : A Summary

The automated pavement crack-ing rating system, equipped with a line-scan camera, a high-speed frame grabber, and a 3.2GHz Penti- ... • Crack Classification: Classifies the found cracks using the PIMS and AASHTO protocols. • Data Reporting: The data can be reported at an interval from 0.05 to

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Beamlet Transform‐Based Technique for Pavement Crack ...

Nhat-Duc Hoang, Classification of Asphalt Pavement Cracks Using Laplacian Pyramid-Based Image Processing and a Hybrid Computational Approach, Computational Intelligence and Neuroscience, 10.1155/2018/1312787, 2018, (1-16), (2018).

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Bounding Box–Based Technique for Pavement Crack ...

Pavement crack classification is important for pavement distress condition rating and the subsequent maintenance and rehabilitation activities. Substantial research and field efforts have been dedicated to developing a usable solution for fully automated crack classification, but successful field applications are limited because the existing ...

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Pavement Distress Summary - Asphalt Institute

Moisture Damage (stripping) Identified by pavement shoving, bleeding or rutting: Moisture in pavement by high voids/low density, usually trapped in lower or intermediate layer; Excessive minus 200 material high fines/asphalt ratio; Remove and replace with good mix. Transverse uniform crack spaces

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Automatic Recognition of Asphalt Pavement Cracks Based on ...

Nevertheless, automatic crack detection and classification still face significant challenges including the complexity of the pavement texture, unexpected objects, nonuniform illumination, weak signals of crack patterns, the inhomogeneity of cracks, and the diversity of crack patterns [2, 5, 15]. Therefore, more studies should be dedicated to ...

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Next Generation Crack Sealing Planning Tool for Pavement ...

Next Generation Crack Sealing Planning Tool for Pavement Preservation 5. Report Date: March 2016 6. Performing Organization Code: ... Besides cost estimation, the detected crack maps and the crack classification information can also be used as a means for construction contractors and agencies to …

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PAVEMENT CRACK CLASSIFICATION BASED ON TENSOR …

Secondly, tensor decomposition will be used in pavement crack classification. There are several pavement crack classification algorithms available. These are based on methods other than tensor analysis. The aim is to employ tensor decomposition as an alternative pavement crack classifier and assess its accuracy, speed and robustness.

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Adaptive Road Crack Detection System by Pavement ...

Adaptive Road Crack Detection System by Pavement Classification Miguel Gavilán 1, David Balcones 1, Oscar Marcos 1, David F. Llorca 1,*, Miguel A. Sotelo 1, Ignacio Parra 1 Manuel Ocaña 1, Pedro Aliseda 2, Pedro Yarza 2 and Alejandro Amírola 2 1 Computer Engineering Department, Polytechnic School, University of Alcalá, Alcalá de Henares,

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PASER - ctt.mtu.edu

PASER Manual Pavement Surface Evaluation and Rating Concrete Roads. Many local agencies are responsible for maintaining roadways with concrete pave-ments. This manual offers useful information for planning maintenance and managing ... Pavement cracks Transverse slab cracks, D-cracking, corner cracks, meander cracks. Pavement deformation

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Automatic Asphalt pavement crack detection and ...

Automatic Asphalt pavement crack detection and classification using Neural Networks Abstract: Managing of road maintenance is the most complex task for road administrations. The first presumption for the evaluation analysis and correct road construction rehabilitation is to have accurate and up-to-date information about road pavement condition.

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Appendix A Pavement Distress Types and Causes

Appendix A Pavement Distress Types and Causes This Appendix provides descriptions of the types and causes of the distresses that occur in asphalt, concrete, and asphalt-overlaid concrete pavements, and asphalt and concrete ... cracks from an underlying concrete pavement …

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Pavement crack classification based on tensor ... - DeepDyve

Read "Pavement crack classification based on tensor factorization, Construction and Building Materials" on DeepDyve, the largest online rental service for scholarly research with thousands of academic publications available at your fingertips.

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Early Cracking of Concrete Pavement - causes and repairs

Early Cracking of Concrete Pavement - causes and repairs Premature Distresses in Concrete Pavements: Causes and Repair. ... corner cracking, cracks over dowel bars, cracks over slab culverts, and blow ups etc. ... The natural response causes the concrete pavement to crack at regular intervals. A fundamental feature of concrete pavements is to ...

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CiteSeerX — ASPHALT PAVEMENT CRACK CLASSIFICATION: A ...

In this paper we compare three methods for automatically classifying pavement cracks, genetic algorithms, multilayer perceptrons, and selforganizing maps. ... ASPHALT PAVEMENT CRACK CLASSIFICATION: A COMPARISON OF GA, MLP, AND SOM . Cached. ... {Rababaah_asphaltpavement, author = {Haroun Rababaah and et al.}, title = {ASPHALT PAVEMENT CRACK ...

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Beamlet Transform‐Based Technique for Pavement Crack ...

Nhat-Duc Hoang, Classification of Asphalt Pavement Cracks Using Laplacian Pyramid-Based Image Processing and a Hybrid Computational Approach, Computational Intelligence and Neuroscience, 10.1155/2018/1312787, 2018, (1-16), (2018).

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Types of Asphalt Pavement

Types of Asphalt Pavement In addition to being smooth, durable, safe, and quiet, asphalt is the most versatile pavement material. Pavement structures can be designed to handle any load, from passenger cars to heavy trucks.

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What causes a concrete pavement to crack?

What causes a concrete pavement to crack, and how can I determine what caused the cracking on my project? ... and asphalt-treated or cement-treated permeable subbases that were known to have bonded to the concrete pavement (9-11). Cracks from bonding to the subbase are likely to initiate from the bottom of the slab and travel toward the slab ...

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Automatic recognition of asphalt pavement cracks using ...

Crack detection is a crucial task in periodic pavement survey. This study establishes and compares the performance of two intelligent approaches for automatic recognition of pavement cracks.

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Non-Destructive Evaluation of Crack Initiation and ...

 · Ying, L., Salari, E. Beamlet Transform-Based Technique for Pavement Crack Detection and Classification. Computer-Aided Civil and Infrastructure Engineering. Computer-Aided Civil and Infrastructure Engineering.

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Automated Pavement Cracking Rating System : A Summary

The automated pavement crack-ing rating system, equipped with a line-scan camera, a high-speed frame grabber, and a 3.2GHz Penti- ... • Crack Classification: Classifies the found cracks using the PIMS and AASHTO protocols. • Data Reporting: The data can be reported at an interval from 0.05 to

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Efficient pavement crack detection and classification ...

 · In this section, efficient pavement crack detection and classification is described. First, an overview of its design, followed by a detailed introduction of each part is outlined. The work presented in this article is divided in two parts: image preprocessing and learning and classification.

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A novel method for asphalt pavement crack classification ...

Abstract. This study constructs an automatic model for detecting and classifying asphalt pavement crack. Image processing techniques including steerable filters, projective integral of image, and an enhanced method for image thresholding are employed for feature extraction.

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Pavement crack classification based on tensor ...

In summary, pavement crack classification based on tensor analysis is a useful tool that can be employed in the digital image processing systems of DOTs. Due to its relatively easy and intuitive manner of training, DOTs can train the algorithm to classify the …

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Pavement Crack Classification via Spatial Distribution ...

Pavement crack types provide important information for making pavement maintenance strategies. This paper proposes an automatic pavement crack classification approach, exploiting the spatial distribution features (i.e., direction feature and density feature) of the cracks under a neural network model.

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