Search results | J. Murrey Atkins Library

Title: Classification and Pixel-Level Segmentation of Asphalt Pavement Cracks Using Convolutional Neural Networks
Author: Adnan, Tamim
Date Created: 2023
Subjects--Topical: Engineering
Description: This study was conducted to answer two research questions. How do the chosen CNN models perform on publicly available asphalt pavement crack datasets for classification and segmentation? And how can these CNN models be fine-tuned to improve their ...

Title: A METHODOLOGY FOR THE DEVELOPMENT OF PERFORMANCE AND DISTRESS MODELS FOR A PMS USING AUTOMATED DATA
Author: Dye, Michael
Date Created: 2014
Subjects--Topical: Civil engineering
Description: Automated pavement data collection technologies have gained momentum due to the fact that the automated data have more detail, greater quantity, better quality, and better repeatability. A systematic method of developing performance and distress m...

Title: Development of Distress and Performance Models of Composite Pavements for Pavement Management
Author: Fang, Xiazhi
Date Created: 2017
Subjects--Topical: Civil engineering, Information science
Description: Roadway systems in the United States have become huge assets that need massive resources to maintain and operate. To meet the long-term performance goal, government agencies developed pavement management systems (PMSs) to help them manage roadway ...

Title: THE RELATIONSHIP BETWEEN INITIAL CONSTRUCTION IRI AND NETWORK IRI
Author: Fang, Xiazhi
Date Created: 2014
Subjects--Topical: Civil engineering
Description: The main objectives of this study are to develop the relationship between initial IRI and network IRI and to predict service lives of pavements. The raw data used in this research, including IRI, pavement ages, Annual Average Daily Traffic (AADT),...

Title: DISTRESS DETECTION OF ROAD IMAGES USING DEEP LEARNING
Author: Goud, Rishabh Sanjay
Date Created: 2019
Subjects--Topical: Civil engineering
Description: The NCDOT road survey involves capturing images of highway and later processing to determine an overall pavement performance. Terabytes of data is captured even over a small highway section, therefore, there is a need to find better solutions to p...

Title: EVALUATION AND VALIDATION OF PAVEMENT DISTRESS AND PERFORMANCE MODELS FOR A PAVEMENT MANAGEMENT SYSTEM USING AUTOMATED ASPHALT CONDITION DATA
Author: James, Steven
Date Created: 2015
Subjects--Topical: Civil engineering, Transportation
Description: Since 2011, the North Carolina Department of Transportation (NCDOT) has implemented an automated data collection process for their Pavement Management System (PMS). This study was conducted to update NCDOT’s PMS with the availability of new automa...

Title: SETTING APPROPRIATE BENEFIT/CONDITION JUMPS FOR PAVEMENT TREATMENTS
Author: Khan, Salman
Date Created: 2017
Subjects--Topical: Civil engineering, Transportation
Description: This research was conducted to determine pavement performance jumps after treatment, which are defined as the difference between pre-treatment and post-treatment Pavement Condition Rating (PCR) values. the North Carolina Department of Transportati...

Title: SCAN-BIM-FEA A STRUCTURAL INTEGRITY INVESTIGATION IN A CURTAIN WALL
Author: Patil, Gouree Prakash
Date Created: 2018
Subjects--Topical: Civil engineering, Computer engineering, Agricultural engineering
Description: Evaluating the structural integrity of curtain walls during the life cycle of a building project can assist architects in developing better designs, inform manufacturers on the needs to produce stronger building elements, help contractors establis...