Research on product surface quality inspection technology based on 3D point cloud
L Huo, Y Liu, Y Yang, Z Zhuang… - Advances in Mechanical …, 2023 - journals.sagepub.com
In recent years, machine vision has played an important role in product surface quality
detection. The promotion and use of this technology have largely avoided the subjectivity …
detection. The promotion and use of this technology have largely avoided the subjectivity …
[HTML][HTML] Advancements in point cloud-based 3D defect classification and segmentation for industrial systems: A comprehensive survey
In recent years, 3D point clouds (PCs) have gained significant attention due to their diverse
applications across various fields, such as computer vision (CV), condition monitoring (CM) …
applications across various fields, such as computer vision (CV), condition monitoring (CM) …
Rapid surface defects detection in wire and arc additive manufacturing based on laser profilometer
Wire arc additive manufacturing technology (WAAM) has become a very promising
alternative for large-scale metal components manufacturing. Due to the unsatisfactory …
alternative for large-scale metal components manufacturing. Due to the unsatisfactory …
Vision-based spatial damage localization method for autonomous robotic laser cladding repair processes
Repair technologies have been considered as sustainable approaches due to their
capability to restore value in a damaged component and bring it to like-new condition …
capability to restore value in a damaged component and bring it to like-new condition …
Automatic inspection of aeronautical mechanical assemblies by matching the 3D CAD model and real 2D images
In the aviation industry, automated inspection is essential for ensuring quality of production.
It allows acceleration of procedures for quality control of parts or mechanical assemblies. As …
It allows acceleration of procedures for quality control of parts or mechanical assemblies. As …
A new approach to detect surface defects from 3D point cloud data with surface normal Gabor filter (SNGF)
Surface defect detection is essential feedback for quality control in manufacturing processes.
This paper presents a new defect detection method, Surface Normal Gabor Filter (SNGF), to …
This paper presents a new defect detection method, Surface Normal Gabor Filter (SNGF), to …
Non-contact body measurement for qinchuan cattle with LiDAR sensor
L Huang, S Li, A Zhu, X Fan, C Zhang, H Wang - Sensors, 2018 - mdpi.com
The body dimension measurement of large animals plays a significant role in quality
improvement and genetic breeding, and the non-contact measurements by computer vision …
improvement and genetic breeding, and the non-contact measurements by computer vision …
3D tensor-based point cloud and image fusion for robust detection and measurement of rail surface defects
Q Wang, X Wang, Q He, J Huang, H Huang… - Automation in …, 2024 - Elsevier
Railway transportation safety relies on the accurate location, detection, and measurement of
rail surface defects. However, the absence of image and point cloud fusion methods to …
rail surface defects. However, the absence of image and point cloud fusion methods to …
MVGCN: Multi-view graph convolutional neural network for surface defect identification using three-dimensional point cloud
Surface defect identification is a crucial task in many manufacturing systems, including
automotive, aircraft, steel rolling, and precast concrete. Although image-based surface …
automotive, aircraft, steel rolling, and precast concrete. Although image-based surface …
PointSGRADE: Sparse learning with graph representation for anomaly detection by using unstructured 3D point cloud data
C Tao, J Du - IISE Transactions, 2025 - Taylor & Francis
Surface anomaly detection by using 3D point cloud data has recently received significant
attention. To completely measure the common free-form surfaces without loss of details …
attention. To completely measure the common free-form surfaces without loss of details …