Deep learning based online metallic surface defect detection method for wire and arc additive manufacturing

DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection

(2020) Zhanchao Huang et al.   INFORMATION SCIENCES

Real-time seam defect identification for Al alloys in robotic arc welding using optical spectroscopy and integrating learning

(2020) Zhifen Zhang et al.   MEASUREMENT

In-process virtual verification of weld seam removal in robotic abrasive belt grinding process using deep learning

(2019) Vigneashwara Pandiyan et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

End lateral extension path strategy for intersection in wire and arc additive manufactured 2319 aluminum alloy

(2019) Runsheng Li et al.   RAPID PROTOTYPING JOURNAL

An Optical Surface Inspection and Automatic Classification Technique Using the Rotated Wavelet Transform

(2018) Raunak Borwankar et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A Generic Deep-Learning-Based Approach for Automated Surface Inspection

(2018) Ruoxu Ren et al.   IEEE Transactions on Cybernetics

In-process non-destructive ultrasonic testing application during wire plus arc additive manufacturing

(2018) N. Knezovic et al.   Advances in Production Engineering & Management

Automatic Metallic Surface Defect Detection and Recognition with Convolutional Neural Networks

(2018) Xian Tao et al.   Applied Sciences-Basel

A review of the wire arc additive manufacturing of metals: properties, defects and quality improvement

(2018) Bintao Wu et al.   Journal of Manufacturing Processes

Layerwise Anomaly Detection in Laser Powder-Bed Fusion Metal Additive Manufacturing

(2018) Mohamad Mahmoudi et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Quantitative Surface Crack Evaluation Based on Eddy Current Pulsed Thermography

(2017) Xiaoqing Li et al.   IEEE SENSORS JOURNAL

DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks

(2017) Wanli Ouyang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automatic texture defect detection using Gaussian mixture entropy modeling

(2017) Seba Susan et al.   NEUROCOMPUTING

Calculation of flexible printed circuit boards (FPC) global and local defect detection based on computer vision

(2016) Liya Wang et al.   CIRCUIT WORLD

An improved Otsu method using the weighted object variance for defect detection

(2015) Xiao-cui Yuan et al.   APPLIED SURFACE SCIENCE

A Contrast Adjustment Thresholding Method for Surface Defect Detection Based on Mesoscopy

(2015) Moe Win et al.   IEEE Transactions on Industrial Informatics

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Defect inspection for TFT-LCD images based on the low-rank matrix reconstruction

(2015) Yi-Gang Cen et al.   NEUROCOMPUTING

Automated defect detection in textured surfaces using optimal elliptical Gabor filters

(2015) Guang-Hua Hu   OPTIK

A novel approach for one-sided thermal nondestructive testing of composites by using infrared thermography

(2015) V.P. Vavilov et al.   POLYMER TESTING

Saliency-Based Defect Detection in Industrial Images by Using Phase Spectrum

(2014) Xiaolong Bai et al.   IEEE Transactions on Industrial Informatics

Metal Additive Manufacturing: A Review

(2014) William E. Frazier   JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE

Fabric defect detection using morphological filters

(2009) K.L. Mak et al.   IMAGE AND VISION COMPUTING