Efficient surface defect detection using self-supervised learning strategy and segmentation network

Autoencoder-based anomaly detection for surface defect inspection

(2021) Du-Ming Tsai et al.   ADVANCED ENGINEERING INFORMATICS

Manufacturing service supply-demand optimization with dual diversities for industrial internet platforms

(2021) Ruiyang Hao et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Fully convolutional networks for chip-wise defect detection employing photoluminescence images

(2020) Maike Lorena Stern et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Automated defect inspection system for metal surfaces based on deep learning and data augmentation

(2020) Jong Pil Yun et al.   JOURNAL OF MANUFACTURING SYSTEMS

Anomaly detection of defects on concrete structures with the convolutional autoencoder

(2020) J.K. Chow et al.   ADVANCED ENGINEERING INFORMATICS

A lightweight neural network with strong robustness for bearing fault diagnosis

(2020) Dechen Yao et al.   MEASUREMENT

A steel surface defect inspection approach towards smart industrial monitoring

(2020) Ruiyang Hao et al.   JOURNAL OF INTELLIGENT MANUFACTURING

EDRNet: Encoder–Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects

(2020) Guorong Song et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Deep Learning-Based Solar-Cell Manufacturing Defect Detection With Complementary Attention Network

(2020) Binyi Su et al.   IEEE Transactions on Industrial Informatics

PortraitNet: Real-time portrait segmentation network for mobile device

(2019) Song-Hai Zhang et al.   COMPUTERS & GRAPHICS-UK

Segmentation-based deep-learning approach for surface-defect detection

(2019) Domen Tabernik et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Image object detection and semantic segmentation based on convolutional neural network

(2019) Laigang Zhang et al.   NEURAL COMPUTING & APPLICATIONS

Prediction and causal analysis of defects in steel products: Handling nonnegative and highly overdispersed count data

(2019) Xinmin Zhang et al.   CONTROL ENGINEERING PRACTICE

An Effective Method of Weld Defect Detection and Classification Based on Machine Vision

(2019) Jun Sun et al.   IEEE Transactions on Industrial Informatics

Unified detection method of aluminium profile surface defects: Common and rare defect categories

(2019) Defu Zhang et al.   OPTICS AND LASERS IN ENGINEERING

PGA-Net: Pyramid Feature Fusion and Global Context Attention Network for Automated Surface Defect Detection

(2019) Hongwen Dong et al.   IEEE Transactions on Industrial Informatics

Surface defect saliency of magnetic tile

(2018) Yibin Huang et al.   VISUAL COMPUTER

Defect detection of hot rolled steels with a new object detection framework called classification priority network

(2018) Di He et al.   COMPUTERS & INDUSTRIAL ENGINEERING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automatic image thresholding using Otsu’s method and entropy weighting scheme for surface defect detection

(2017) Mai Thanh Nhat Truong et al.   SOFT COMPUTING

A noise robust method based on completed local binary patterns for hot-rolled steel strip surface defects

(2013) Kechen Song et al.   APPLIED SURFACE SCIENCE

A novel defect detection and identification method in optical inspection

(2013) Liangjun Xie et al.   NEURAL COMPUTING & APPLICATIONS

Automatic Defect Detection on Hot-Rolled Flat Steel Products

(2012) Santanu Ghorai et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Fatigue Assessment of Defect-Free and Defect-Containing Brazed Steel Joints

(2012) Christian Leinenbach et al.   JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE