Dimension Reduction and Defect Recognition of Strip Surface Defects Based on Intelligent Information Processing
Sign Up to like & getrecommendations! Published in 2018 at "Arabian Journal for Science and Engineering"
DOI: 10.1007/s13369-017-2825-3
Abstract: Feature extraction and classification recognition are very important for surface defect recognition of strip steel. Traditional methods of feature extraction and defect recognition cannot take into account both the recognition accuracy and the running time.… read more here.
Keywords: recognition strip; surface; defect recognition; recognition ... See more keywords
A Review on Recent Advances in Vision-based Defect Recognition towards Industrial Intelligence
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Manufacturing Systems"
DOI: 10.1016/j.jmsy.2021.05.008
Abstract: Abstract In modern manufacturing, vision-based defect recognition is an essential technology to guarantee product quality, and it plays an important role in industrial intelligence. With the developments of industrial big data, defect images can be… read more here.
Keywords: based defect; review; defect recognition; vision based ... See more keywords
Insulator Defect Recognition Based on Global Detection and Local Segmentation
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DOI: 10.1109/access.2020.2982288
Abstract: Locating the tiny insulator defect object with complex backgrounds in high-resolution aerial images is a challenging task. In this paper, we propose a novel method which cascades detection and segmentation networks to identify the defect… read more here.
Keywords: defect recognition; segmentation; network; detection ... See more keywords
An Explainable Laser Welding Defect Recognition Method Based on Multi-Scale Class Activation Mapping
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3148739
Abstract: Vision-based online defect recognition can provide insights for laser welding quality control systems. Although the visual signal contains richer quality information than the one-dimensional signal, the quality features contained in the visual signal are more… read more here.
Keywords: multi scale; welding defect; defect recognition; method ... See more keywords
Block-based automatic road defect recognition approach
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.28.5.053023
Abstract: Abstract. Efficient maintenance of road networks is an important factor for the smooth flow of traffic and is highly dependent on the timely assessment of road conditions. Road defects such as cracks and potholes cause… read more here.
Keywords: road defect; road; defect recognition; approach ... See more keywords
Unsupervised deep learning-based ground penetrating radar image translation for internal defect recognition of underground engineering structures
Sign Up to like & getrecommendations! Published in 2023 at "Structural Health Monitoring"
DOI: 10.1177/14759217231173314
Abstract: Anomaly detection of internal defects in underground engineering structures is critical. This paper proposes an unsupervised deep learning image-to-image translation method tailored for ground penetrating radar (GPR) images. The proposed model can translate real-world GPR… read more here.
Keywords: unsupervised deep; gpr; deep learning; defect recognition ... See more keywords
Investigation on SMT Product Defect Recognition Based on Multi-Source and Multi-Dimensional Data Reconstruction
Sign Up to like & getrecommendations! Published in 2022 at "Micromachines"
DOI: 10.3390/mi13060860
Abstract: The recognition of defects in the solder paste printing process significantly influences the surface-mounted technology (SMT) production quality. However, defect recognition via inspection by a machine has poor accuracy, resulting in a need for the… read more here.
Keywords: recognition; smt production; reconstruction; defect recognition ... See more keywords