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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
  |  
浏览/下载:7/0
  |  
提交时间:2024/07/03
deep learning
surface defect detection
semantic segmentation
lightweight network
Industry-oriented Detection Method of PCBA Defects Using Semantic Segmentation Models
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1438-1446
作者:
Yang Li
;
Xiao Wang
;
Zhifan He
;
Ze Wang
;
Ke Cheng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/05/22
Automated optical inspection (AOI)
deep learning
defect detection
printed circuit board assembly (PCBA)
semantic segmentation
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:25/0
  |  
提交时间:2022/06/10
Defect detection
Deep architecture
Image segmentation
Attention fusion
Residual dense connection convolution
network
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
收藏
  |  
浏览/下载:19/0
  |  
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
Beyond Crack: Fine-Grained Pavement Defect Segmentation Using Three-Stream Neural Networks
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2021, 卷号: /, 期号: /, 页码: /
作者:
Zhang, Yujia
;
Wu, Junxian
;
Li, Qianzhong
;
Zhao, Xiaoguang
;
Tan, Min
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2022/04/02
Fine-grained defect segmentation
Crack detection
Semantic segmentation
Pavement inspection
Novel Feature Fusion Module-Based Detector for Small Insulator Defect Detection
期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 15, 页码: 16807-16814
作者:
Gao, Zishu
;
Yang, Guodong
;
Li, En
;
Liang, Zize
收藏
  |  
浏览/下载:134/0
  |  
提交时间:2021/11/02
Feature extraction
Insulators
Sensors
Image segmentation
Inspection
Fuses
Support vector machines
Insulator defect detection
anchor-free object detection
data augmentation
aerial image
Automatic surface defect segmentation for hot-rolled steel strip using depth-wise separable U-shape network
期刊论文
Materials Letters, 2021, 卷号: 301, 页码: 1-4
作者:
Huang Z(黄钲)
;
Wu JJ(吴嘉俊)
;
Xie, Feng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/07/17
Surface defect segmentation
Depth-wise separable U-shape network
Hot-rolled steel strip
Tire Defect Detection Using Fully Convolutional Network
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 43502-43510
作者:
Wang, Ren
;
Guo, Qiang
;
Lu, Shanmei
;
Zhang, Caiming
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/11
Defect detection
convolutional neural network
object segmentation
Application of Weighted Object Variance Algorithm in Metal Surface Defect Detection
会议论文
Xishuangbanna, Yunnan, China, June 22-23, 2019
作者:
Zhang WZ(张万智)
;
Du JS(杜劲松)
;
Li XQ(李兴强)
;
Wang W(王伟)
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/03/31
weighted object variance
Bearing Cylindrical Roller
Defect Segmentation and classification
SVM
Defect Detection for Mobile Phone Cover Glass using Deep Neural Networks
期刊论文
Jounral of Precision Engineering and Manufacturing, 2018, 卷号: 19, 期号: 6, 页码: 801-810
作者:
Zhang ZT(张正涛)
;
Zhang ZT(张正涛)
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2018/09/30
Mobile Phone Cover Glass
Defect Inspection
Deep Learning
Sementic Segmentation
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