An Innovative Crack Detection Algorithm Based on Efficient …
Additionally, an efficient human-computer interactive labeling approach combined with morphological processing is devised. Experiments conducted on both open-source and private …
Crack SAM: enhancing crack detection utilizing foundation …
Oct 2, 2024 · Accurate crack detection is crucial for maintaining pavement integrity, yet manual inspections remain labor-intensive and prone to errors, underscoring the need for automated …
Real-Time Detection of Cracks and Structural Weaknesses in
2 days ago · The identification of cracks in materials and surfaces is paramount for averting potential disasters and ensuring structural integrity. To address this critical need, an innovative …
Deep learning algorithm for real-time automatic crack detection ...
Nov 1, 2023 · In this paper, a new automated method for crack detection, segmentation, and measurement is proposed, while the crack detection is integrated with segmentation to end-to …
Automatic real-time crack detection using lightweight deep …
Dec 1, 2024 · Crack semantic segmentation recognizes target objects at the pixel level, distinguishing the presence or absence of cracks and obtaining important crack features such …
Bicrack: a bilateral network for real-time crack detection
Nov 5, 2024 · To solve the above problems, a novel bilateral crack detection network (BiCrack) is proposed for real-time crack detection tasks. Specifically, the network fuses two feature …
Comparative analysis of deep learning models for crack detection …
Jan 16, 2025 · In this research, we tackle the research gap and data scarcity by developing and curating a novel deep learning image processing for detecting cracks in brickwork. We also …
Innovative Approaches to Crack Detection in Structures
3 days ago · Abstract: Crack detection plays a pivotal role in the maintenance and safety of infrastructure, including roads, bridges, and buildings, as timely identification of structural …
Lightweight concrete crack recognition model based on improved …
3 days ago · Traditional concrete crack detection is mainly manual detection, low efficiency, low accuracy, poor safety, belongs to the subjective detection method, and needs to invest a lot of …
Mask Region-based Convolutional Neural Network For Crack Detection…
This paper overviews crack detection and classification in building images. These images can provide important information for the maintenance and repair of building structures, thus …