A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Road surface detection method and device, electronic equipment and storage medium
The invention provides a road surface detection method and device, electronic equipment and a storage medium. The method comprises the following steps: acquiring a road surface image; performing feature extraction on the pavement image to obtain feature data; respectively carrying out central point detection, offset detection and semantic segmentation on the feature data; wherein the central point area of a crack and/or a seam in the pavement image is determined through the central point detection, the edge offset of the crack and/or the seam in the pavement image is determined through the offset detection, and semantic recognition is performed on the crack and/or the seam in the pavement image through the semantic segmentation to obtain a recognition result; and generating a detection result of the road surface image in combination with the central point region, the edge offset and the recognition result.
本申请提供的一种路面检测方法、装置、电子设备及存储介质，该方法包括：获取路面图像；对所述路面图像进行特征提取，得到特征数据；对所述特征数据分别进行中心点检测、偏移量检测及语义分割；其中，通过所述中心点检测确定所述路面图像中裂缝和/或接缝的中心点区域，通过所述偏移量检测确定所述路面图像中裂缝和/或接缝的边缘偏移量，通过所述语义分割对所述路面图像中的裂缝和/或接缝进行语义识别得到识别结果；结合所述中心点区域、所述边缘偏移量及所述识别结果，生成所述路面图像的检测结果。
Road surface detection method and device, electronic equipment and storage medium
The invention provides a road surface detection method and device, electronic equipment and a storage medium. The method comprises the following steps: acquiring a road surface image; performing feature extraction on the pavement image to obtain feature data; respectively carrying out central point detection, offset detection and semantic segmentation on the feature data; wherein the central point area of a crack and/or a seam in the pavement image is determined through the central point detection, the edge offset of the crack and/or the seam in the pavement image is determined through the offset detection, and semantic recognition is performed on the crack and/or the seam in the pavement image through the semantic segmentation to obtain a recognition result; and generating a detection result of the road surface image in combination with the central point region, the edge offset and the recognition result.
本申请提供的一种路面检测方法、装置、电子设备及存储介质，该方法包括：获取路面图像；对所述路面图像进行特征提取，得到特征数据；对所述特征数据分别进行中心点检测、偏移量检测及语义分割；其中，通过所述中心点检测确定所述路面图像中裂缝和/或接缝的中心点区域，通过所述偏移量检测确定所述路面图像中裂缝和/或接缝的边缘偏移量，通过所述语义分割对所述路面图像中的裂缝和/或接缝进行语义识别得到识别结果；结合所述中心点区域、所述边缘偏移量及所述识别结果，生成所述路面图像的检测结果。
Road surface detection method and device, electronic equipment and storage medium
路面检测方法、装置、电子设备及存储介质
CHENG NING (author) / GUO YUANHAO (author) / PAN ZONGJUN (author) / HUO YANQIANG (author) / YI XIAOMING (author) / CAO JIANKUN (author) / SUN HAOYU (author)
2025-01-10
Patent
Electronic Resource
Chinese
IPC:
G06T
Bilddatenverarbeitung oder Bilddatenerzeugung allgemein
,
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
/
E01C
Bau von Straßen, Sportplätzen oder dgl., Decken dafür
,
CONSTRUCTION OF, OR SURFACES FOR, ROADS, SPORTS GROUNDS, OR THE LIKE
/
G06N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
,
Rechnersysteme, basierend auf spezifischen Rechenmodellen
/
G06V
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