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Surface defect detection and semantic segmentation with a novel lightweight deep neural network
期刊论文
Measurement Science and Technology, 2024, 卷号: 35, 期号: 8
作者:
Huang,Qiang
;
Li,Fudong
;
Yang,Yuequan
;
Tao,Xian
;
Li,Wei
收藏
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浏览/下载:0/0
  |  
提交时间:2024/07/03
deep learning
surface defect detection
semantic segmentation
lightweight network
Enhancing Representation Power of Deep Neural Networks With Negligible Parameter Growth for Industrial Applications
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 12
作者:
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/05/30
Residual neural networks
Vectors
Noise
Biological neural networks
Medical services
Defect detection
Agriculture
Deep neural networks (DNNs)
industrial applications
ordinary differential equation (ODE)
representation power
Intelligent Small Sample Defect Detection of Concrete Surface Using Novel Deep Learning Integrating Improved YOLOv5
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 545-547
作者:
Yongming Han
;
Lei Wang
;
Youqing Wang
;
Zhiqiang Geng
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  |  
浏览/下载:1/0
  |  
提交时间:2024/01/23
Attention-Based Multiscale Feature Fusion for Efficient Surface Defect Detection
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 10
作者:
Zhao, Yuhao
;
Liu, Qing
;
Su, Hu
;
Zhang, Jiabin
;
Ma, Hongxuan
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  |  
浏览/下载:2/0
  |  
提交时间:2024/07/03
Attention mechanism
feature enhancement
feature fusion
object detection
surface defect detection
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:22/0
  |  
提交时间:2022/11/14
Wire and arc additive manufacturing
Defect detection
Online
Deep learning
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
Luminescence Performance of Colloidal Quantum Dots Regulated by Band Edge Mode in One-dimensional Photonic Crystals
期刊论文
Faguang Xuebao/Chinese Journal of Luminescence, 2023, 卷号: 44, 期号: 9, 页码: 1546-1551
作者:
Y. Meng, Y. Zhang, X. Guo, Y. Lyu and X. Liu
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浏览/下载:0/0
  |  
提交时间:2024/07/04
General Strategies to Construct Highly Efficient Sensing Interfaces for Metal Ions Detection from the Perspective of Catalysis
期刊论文
ANALYTICAL CHEMISTRY, 2022
作者:
Xiao, Xiang-Yu
;
Zhao, Yong-Huan
;
Li, Yong-Yu
;
Song, Zong-Yin
;
Chen, Shi-Hua
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  |  
浏览/下载:27/0
  |  
提交时间:2022/12/22
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
收藏
  |  
浏览/下载:24/0
  |  
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:15/0
  |  
提交时间:2022/06/14
Few-shot Learning
3D measurement
defect detection
image classification
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