Computer vision for road imaging and pothole detection: a state-of-the-art review of systems and algorithms
Computer vision algorithms have been utilized for 3-D road imaging and pothole detection
for over two decades. Nonetheless, there is a lack of systematic survey articles on state-of …
for over two decades. Nonetheless, there is a lack of systematic survey articles on state-of …
Review of recent automated pothole-detection methods
YM Kim, YG Kim, SY Son, SY Lim, BY Choi, DH Choi - Applied Sciences, 2022 - mdpi.com
Potholes, a kind of road defect, can damage vehicles and negatively affect drivers' safe
driving, and in severe cases can lead to traffic accidents. Efficient and preventive …
driving, and in severe cases can lead to traffic accidents. Efficient and preventive …
An integrated approach to automatic pixel-level crack detection and quantification of asphalt pavement
A Ji, X Xue, Y Wang, X Luo, W Xue - Automation in Construction, 2020 - Elsevier
Discovering and assessing cracks is widely thought to be critical for maintaining the healthy
conditions of asphalt pavement. Unfortunately, the inspection of pavement for cracks is not …
conditions of asphalt pavement. Unfortunately, the inspection of pavement for cracks is not …
Smart pothole detection using deep learning based on dilated convolution
KR Ahmed - Sensors, 2021 - mdpi.com
Roads make a huge contribution to the economy and act as a platform for transportation.
Potholes in roads are one of the major concerns in transportation infrastructure. A lot of …
Potholes in roads are one of the major concerns in transportation infrastructure. A lot of …
Pothole and plain road classification using adaptive mutation dipper throated optimization and transfer learning for self driving cars
Self-driving car plays a crucial role in implementing traffic intelligence. Road smoothness in
front of self-driving cars has a significant impact on the car's driving safety and comfort …
front of self-driving cars has a significant impact on the car's driving safety and comfort …
Review of image-based analysis and applications in construction
Image-based analysis techniques offer a robust way to solve engineering problems due to
the availability of visual data (eg, surveillance cameras). Hence, research efforts have …
the availability of visual data (eg, surveillance cameras). Hence, research efforts have …
An automatic image processing algorithm based on crack pixel density for pavement crack detection and classification
Nowadays, there is a massive necessity to develop fully automated and efficient distress
assessment systems to evaluate pavement conditions with the minimum cost. Due to having …
assessment systems to evaluate pavement conditions with the minimum cost. Due to having …
Mapping computer vision research in construction: Developments, knowledge gaps and implications for research
Computer vision is transforming processes associated with the engineering and
management of construction projects. It can enable the acquisition, processing, analysis of …
management of construction projects. It can enable the acquisition, processing, analysis of …
Recent computer vision applications for pavement distress and condition assessment
Amidst the unprecedented demographic boom, coupled with climate change, more pressure
is being exerted on road networks. Asset managers are thus in search for time and cost …
is being exerted on road networks. Asset managers are thus in search for time and cost …
A framework of pavement management system based on IoT and big data
J Dong, W Meng, Y Liu, J Ti - Advanced Engineering Informatics, 2021 - Elsevier
With the expansion of urban road network, the importance of road maintenance is
increasing, which guarantee the operation efficiency of transportation infrastructure …
increasing, which guarantee the operation efficiency of transportation infrastructure …