Deep learning for automatic vision-based recognition of industrial surface defects: a survey

M Prunella, RM Scardigno, D Buongiorno… - IEEE …, 2023 - ieeexplore.ieee.org
Automatic vision-based inspection systems have played a key role in product quality
assessment for decades through the segmentation, detection, and classification of defects …

Knowledge distillation for real-time on-road risk detection

K Su, CMD Intisar, Q Zhao… - 2020 IEEE Intl Conf on …, 2020 - ieeexplore.ieee.org
On-road risk detection is one of the most important applications of Deep Neural Network
(DNN). A good on-road risk detection system can accurately detect dangerous obstacles on …

CNN aided surface inspection for SMT manufacturing

MC Loo, R Logeswaran… - 2023 15th International …, 2023 - ieeexplore.ieee.org
Automated optical inspection (AOI) is a visual defect inspection system. The semiconductor
industry has a strong dependency on AOI for defects screening. Conventional AOI is …

[PDF][PDF] Deep Learning for Automatic Vision-Based Recognition of Industrial Surface Defects: A Survey

D BUONGIORNO, A BRUNETTI, N LONGO - academia.edu
Automatic vision-based inspection systems have played a key role in product quality
assessment for decades through the segmentation, detection, and classification of defects …