A High-Performance Deep Learning Algorithm for the Automated Optical Inspection of Laser Welding

[1]  C. L. S. C. Fonseka,et al.  Implementation of an Automatic Optical Inspection System for Solder Quality Classification of THT Solder Joints , 2019, IEEE Transactions on Components, Packaging and Manufacturing Technology.

[2]  Tae-Hyoung Park,et al.  Defect Classification Method of PCB Solder Joint by Color Features and Region Segmentation , 2017 .

[3]  Wayne W. Cai,et al.  Characterization of Joint Quality in Ultrasonic Welding of Battery Tabs , 2013 .

[4]  Essam Abo-Serie,et al.  A robust butt welding seam finding technique for intelligent robotic welding system using active laser vision , 2018 .

[5]  Ying-Jen Chen,et al.  Manufacturing intelligence for reducing false alarm of defect classification by integrating similarity matching approach in CMOS image sensor manufacturing , 2016, Comput. Ind. Eng..

[6]  Li Han,et al.  Progress in NDT of resistance spot welding of aluminium using ultrasonic C-scan , 2012 .

[7]  Han Wang,et al.  A New IC Solder Joint Inspection Method for an Automatic Optical Inspection System Based on an Improved Visual Background Extraction Algorithm , 2016, IEEE Transactions on Components, Packaging and Manufacturing Technology.

[8]  T. S. Yun,et al.  Support vector machine-based inspection of solder joints using circular illumination , 2000 .

[9]  Hongwei Xie,et al.  Classification of Solder Joint Using Feature Selection Based on Bayes and Support Vector Machine , 2013, IEEE Transactions on Components, Packaging and Manufacturing Technology.

[10]  Tae-Hyoung Park,et al.  SMT defect classification by feature extraction region optimization and machine learning , 2018, The International Journal of Advanced Manufacturing Technology.

[11]  George V. Lashkia.  Defect detection in X-ray images using fuzzy reasoning , 2001, Image Vis. Comput..

[12]  Nian Cai,et al.  IC solder joint inspection based on the Gaussian mixture model , 2016 .

[13]  Ramesh C. Jain,et al.  Automatic visual solder joint inspection , 1985, IEEE J. Robotics Autom..

[14]  Geoffrey E. Hinton,et al.  Deep Learning , 2015, Nature.

[15]  Lai-Man Po,et al.  Integration of image quality and motion cues for face anti-spoofing: A neural network approach , 2016, J. Vis. Commun. Image Represent..

[16]  YuanFang,et al.  Integration of image quality and motion cues for face anti-spoofing , 2016 .

[17]  Dacheng Tao,et al.  Color Biological Features-Based Solder Paste Defects Detection and Classification on Printed Circuit Boards , 2012, IEEE Transactions on Components, Packaging and Manufacturing Technology.