A Novel Multi-Pattern Solder Joint Simultaneous Segmentation Algorithm for PCB Selective Packaging Systems

To prevent any negative electromagnetic influence of high-density integrated circuits, an insulation package needs to be specially designed to shield it. Aiming at the low efficiency and material w...

[1]  R. Ambat,et al.  Effect of No-Clean Flux Residues on the Performance of Acrylic Conformal Coating in Aggressive Environments , 2012, IEEE Transactions on Components, Packaging and Manufacturing Technology.

[2]  Toshihisa Funabashi,et al.  Dielectric properties and 3d printing of uv-cured acrylic composite with alumina microfiller , 2016, IEEE Transactions on Dielectrics and Electrical Insulation.

[3]  Mingwei Wang,et al.  Building Extraction From RGB VHR Images Using Shifted Shadow Algorithm , 2018, IEEE Access.

[4]  Xianmin Zhang,et al.  Feature-Extraction-Based Inspection Algorithm for IC Solder Joints , 2011, IEEE Transactions on Components, Packaging and Manufacturing Technology.

[5]  Zhaochun Li,et al.  Research on Ferromagnetic Hysteresis of a Magnetorheological Fluid Damper , 2019, Front. Mater..

[6]  Jianjie Ma,et al.  Defect detection and recognition of bare PCB based on computer vision , 2017, 2017 36th Chinese Control Conference (CCC).

[7]  Zhaohua Wu,et al.  Study on solder joint image segmentation techniques based on Matlab , 2011, 2011 12th International Conference on Electronic Packaging Technology and High Density Packaging.

[8]  Dong Ming-li,et al.  An auto multi-threshold segmentation approach of PCB image based on iteration , 2010, 2010 International Conference on Information, Networking and Automation (ICINA).

[9]  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.

[10]  Meng-xiao Li,et al.  Research on the solder joint image segmentation based on the improved spatial fuzzy C means algorithm , 2016, 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

[11]  Li Sun,et al.  An Automatic Recognition Method for PCB Visual Defects , 2018, 2018 International Conference on Sensing,Diagnostics, Prognostics, and Control (SDPC).

[12]  Fengwei An,et al.  Resource-Efficient Object-Recognition Coprocessor With Parallel Processing of Multiple Scan Windows in 65-nm CMOS , 2018, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

[13]  Li Zhang,et al.  An Improved Adaptive Level Set Method for Image Segmentation , 2018, Int. J. Pattern Recognit. Artif. Intell..

[14]  Ling Shao,et al.  Adaptive RGB Image Recognition by Visual-Depth Embedding , 2018, IEEE Transactions on Image Processing.

[15]  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.

[16]  Xin Zhong,et al.  Development of Deep Learning Framework for Mathematical Morphology , 2019, Int. J. Pattern Recognit. Artif. Intell..

[17]  Tae-Hyoung Park,et al.  SMD Classification for Automated Optical Inspection Machine Using Convolution Neural Network , 2019, International Conference on Robotic Computing.

[18]  Ze Liu,et al.  Classification learning method for PCB insertion holes based on shape context , 2017, 2017 3rd IEEE International Conference on Computer and Communications (ICCC).

[19]  Shang-Liang Chen,et al.  A Machine Vision Based Automatic Optical Inspection System for Measuring Drilling Quality of Printed Circuit Boards , 2017, IEEE Access.

[20]  Wei Li,et al.  Text recognition for information retrieval in images of printed circuit boards , 2014, IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society.

[21]  Liu Yu,et al.  Research on SMT solder joint image segmentation , 2012 .

[22]  Ching-Yuen Chan,et al.  A particle swarm optimization approach for components placement inspection on printed circuit boards , 2009 .

[23]  Albrecht Schmidt,et al.  Changing How We Make and Deliver Smart Devices: When Can I Print Out My New Phone? , 2011, IEEE Pervasive Computing.

[24]  Niraj Kumar Singh,et al.  A novel approach of standard data base generation for defect detection in bare PCB , 2015, International Conference on Computing, Communication & Automation.

[25]  Akira Ueno,et al.  Piezoelectric inkjet-based one cell per one droplet automatic printing by image processing , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[26]  Bin Yan,et al.  Wire segmentation for printed circuit board using deep convolutional neural network and graph cut model , 2018, IET Image Process..

[27]  V. Rajamani,et al.  A New ANN-Based Modeling Approach for Rapid EMI/EMC Analysis of PCB and Shielding Enclosures , 2013, IEEE Transactions on Electromagnetic Compatibility.

[28]  Jun Ou,et al.  Directly Connected Convolutional Neural Networks , 2018, Int. J. Pattern Recognit. Artif. Intell..

[29]  Christ Glorieux,et al.  Laser-based surface acoustic wave dispersion spectroscopy for extraction of thicknesses, depth, and elastic parameters of a subsurface layer: Feasibility study on intermetallic layer structure in integrated circuit solder joint , 2011 .

[30]  Liu Zhengwei,et al.  A highlight processing technology for SMT solder joint gray image , 2012 .

[31]  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.

[32]  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.

[33]  Li Zhao,et al.  Circuit board defect detection based on image processing , 2015, 2015 8th International Congress on Image and Signal Processing (CISP).

[34]  Ramón Moreno,et al.  Spherical coordinates framed RGB color space dichromatic reflection model based image segmentation: Application to wildland fires' outlines extraction , 2012, 2012 3rd International Conference on Image Processing Theory, Tools and Applications (IPTA).