A critical review and comparative study on image segmentation-based techniques for pavement crack detection
N Kheradmandi, V Mehranfar - Construction and Building Materials, 2022 - Elsevier
The prompt detection of early decay in the pavement could be an auspicious technique in
road maintenance. Admittedly, early crack detection allows preventive measures to be taken …
road maintenance. Admittedly, early crack detection allows preventive measures to be taken …
Computer vision framework for crack detection of civil infrastructure—A review
Civil infrastructure (eg, buildings, roads, underground tunnels) could lose its expected
physical and functional conditions after years of operation. Timely and accurate inspection …
physical and functional conditions after years of operation. Timely and accurate inspection …
A review of computer vision–based structural health monitoring at local and global levels
Structural health monitoring at local and global levels using computer vision technologies
has gained much attention in the structural health monitoring community in research and …
has gained much attention in the structural health monitoring community in research and …
Efficient attention-based deep encoder and decoder for automatic crack segmentation
Recently, crack segmentation studies have been investigated using deep convolutional
neural networks. However, significant deficiencies remain in the preparation of ground truth …
neural networks. However, significant deficiencies remain in the preparation of ground truth …
[HTML][HTML] Automatic crack classification and segmentation on masonry surfaces using convolutional neural networks and transfer learning
Masonry structures represent the highest proportion of building stock worldwide. Currently,
the structural condition of such structures is predominantly manually inspected which is a …
the structural condition of such structures is predominantly manually inspected which is a …
Automatic detection method of tunnel lining multi‐defects via an enhanced You Only Look Once network
Z Zhou, J Zhang, C Gong - Computer‐Aided Civil and …, 2022 - Wiley Online Library
Aiming to solve the challenges of low detection accuracy, poor anti‐interference ability, and
slow detection speed in the traditional tunnel lining defect detection methods, a novel deep …
slow detection speed in the traditional tunnel lining defect detection methods, a novel deep …
Pavement crack detection based on transformer network
Accurate pavement surface crack detection is essential for pavement assessment and
maintenance. This study aims to improve pavement crack detection under noisy conditions …
maintenance. This study aims to improve pavement crack detection under noisy conditions …
[PDF][PDF] 基于机器视觉的表面缺陷检测方法研究进展
赵朗月, 吴一全 - 仪器仪表学报, 2023 - emt.cnjournals.com
在半导体, PCB, 汽车装配, 液晶屏, 3C, 光伏电池, 纺织等行业中, 产品外观与产品性能有着千丝
万缕的联系. 表面缺陷检测是阻止残次品流入市场的重要手段. 利用机器视觉的技术进行检测 …
万缕的联系. 表面缺陷检测是阻止残次品流入市场的重要手段. 利用机器视觉的技术进行检测 …
Pavement distress detection using convolutional neural networks with images captured via UAV
Pavement distress detection is crucial in the decision-making for maintenance planning.
Unmanned aerial vehicles (UAVs) are helpful in collecting pavement images. This paper …
Unmanned aerial vehicles (UAVs) are helpful in collecting pavement images. This paper …
Automated pavement crack detection and segmentation based on two‐step convolutional neural network
Cracking is a common pavement distress that would cause further severe problems if not
repaired timely, which means that it is important to accurately extract the information of …
repaired timely, which means that it is important to accurately extract the information of …