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Deep Industrial Image Anomaly Detection: A Survey
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 104-135
作者:
Jiaqi Liu
收藏
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浏览/下载:0/0
  |  
提交时间:2024/01/25
Image anomaly detection, defect detection, industrial manufacturing, deep learning, computer vision
A pixel-level deep segmentation network for automatic defect detection
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 215, 页码: 11
作者:
Yang, Lei
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浏览/下载:13/0
  |  
提交时间:2023/02/22
Defect detection
Deep convolutional neural network
U-shape network
ConvLSTM network
Deep learning based online metallic surface defect detection method for wire and arc additive manufacturing
期刊论文
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2023, 卷号: 80, 页码: 12
作者:
Li, Wenhao
;
Zhang, Haiou
;
Wang, Guilan
;
Xiong, Gang
;
Zhao, Meihua
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  |  
浏览/下载:20/0
  |  
提交时间:2022/11/14
Wire and arc additive manufacturing
Defect detection
Online
Deep learning
Transmission Line Insulator Defect Detection Based on Swin Transformer and Context
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 729-740
作者:
Yu Xi
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  |  
浏览/下载:2/0
  |  
提交时间:2023/09/25
Insulator defect, object detection, Swin transformer, data augmentation, context information
Dual-Branch Learning With Prior Information for Surface Anomaly Detection
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 11
作者:
Wang, Shuyuan
;
Lv, Chengkan
;
Zhang, Zhengtao
;
Wei, Xueyan
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/16
Image reconstruction
Decoding
Anomaly detection
Training data
Feature extraction
Surface reconstruction
Training
anomaly escape
defect detection
dual-branch (DB) autoencoder (AE)
gated attention (GA)
overkill
A Defect Detection Method Based on BC-YOLO for Transmission Line Components in UAV Remote Sensing Images
期刊论文
REMOTE SENSING, 2022, 卷号: 14
作者:
Bao, Wenxia
;
Du, Xiang
;
Wang, Nian
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浏览/下载:12/0
  |  
提交时间:2022/12/23
vibration dampers
insulators
feature fusion
YOLOv5
defect detection
attention mechanism
A nondestructive automatic defect detection method with pixelwise segmentation
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 242, 页码: 12
作者:
Yang, Lei
;
Fan, Junfeng
;
Huo, Benyan
;
Li, En
;
Liu, Yanhong
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  |  
浏览/下载:23/0
  |  
提交时间:2022/06/10
Defect detection
Deep architecture
Image segmentation
Attention fusion
Residual dense connection convolution
network
Cross-domain few-shot learning approach for lithium-ion battery surface defects classification using an improved siamese network
期刊论文
IEEE SENSORS JOURNAL, 2022, 页码: 1-1
作者:
Wu, Ke
;
Tan, Jie
;
Liu, Cheng Bao
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  |  
浏览/下载:12/0
  |  
提交时间:2022/06/14
Few-shot Learning
3D measurement
defect detection
image classification
An Automatic Deep Segmentation Network for Pixel-Level Welding Defect Detection
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 10
作者:
Yang, Lei
;
Song, Shouan
;
Fan, Junfeng
;
Huo, Benyan
;
Li, En
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  |  
浏览/下载:18/0
  |  
提交时间:2022/06/06
Welding
Feature extraction
Image segmentation
Inspection
X-ray imaging
Manufacturing
Task analysis
Attention model
convolutional long short-term memory (ConvLSTM)
defect detection
feature fusion
hybrid loss
image segmentation
A Differential Excitation Eddy Current Probe Based on Novel Annular Fractal Curve for Defects Inspection
期刊论文
IEEE Sensors Journal, 2022, 卷号: 22, 期号: 16, 页码: 1-1
作者:
Chen, Guolong
;
Li, Zhaofei
;
Cao, Zheng
;
Gao, Wei
;
Jin, Wuyin
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/08/09
Cracks
Eddy current testing
Fractals
Probes
Coil
Defect detection
Differential excitation
Eddy current probes
Eddy current testing
Eddy-current testing
Fractal curves
Nondestructive testing
Performance
Probe-based
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