Defect And Components Recognition In Printed Circuit Boards Using Convolution Neural Network
The growth of electronic devices increases the demands of printed circuit boards (PCB) productions in the electronic industries. This leads to the rise in the quantity of PCB productions every day. Consequently, automated visual inspection becomes an essential system to be equipped in any producti...
| Main Author: | Cheong, Leong Kean |
|---|---|
| Format: | Monograph |
| Language: | English |
| Published: |
Universiti Sains Malaysia
2018
|
| Subjects: | |
| Online Access: | http://eprints.usm.my/53328/ http://eprints.usm.my/53328/1/Defect%20And%20Components%20Recognition%20In%20Printed%20Circuit%20Boards%20Using%20Convolution%20Neural%20Network_Cheong%20Leong%20Kean_E3_2018.pdf |
Similar Items
An algorithm to group defects on printed circuit board for automated visual inspection
by: Khalid, Noor Khafifah, et al.
Published: (2008)
by: Khalid, Noor Khafifah, et al.
Published: (2008)
Noise Elimination for Image Subtraction in Printed Circuit Board Defect Detection Algorithm
by: Zuwairie, Ibrahim, et al.
Published: (2013)
by: Zuwairie, Ibrahim, et al.
Published: (2013)
Effect of corrosion on printed circuit board
by: Muhammad Aminuddin, Adnan
Published: (2013)
by: Muhammad Aminuddin, Adnan
Published: (2013)
Bangla handwritten numeral recognition using convolutional neural network
by: Akhand, M. A. H, et al.
Published: (2015)
by: Akhand, M. A. H, et al.
Published: (2015)
Bangla handwritten character recognition using convolutional neural network
by: Rahman, Md. Mahbubar, et al.
Published: (2015)
by: Rahman, Md. Mahbubar, et al.
Published: (2015)
Multiple convolutional neural network training for Bangla handwritten numeral recognition
by: Akhand, M. A. H, et al.
Published: (2016)
by: Akhand, M. A. H, et al.
Published: (2016)
Iris recognition using convolutional neural network / Zhuang Yuan
by: Zhuang, Yuan
Published: (2018)
by: Zhuang, Yuan
Published: (2018)
Fish species recognition using convolutional neural network / Tan Ying Ying
by: Tan, Ying Ying
Published: (2018)
by: Tan, Ying Ying
Published: (2018)
Printed circuit board inspection using wavelet-based technique
by: Ibrahim, Zuwairie
Published: (2002)
by: Ibrahim, Zuwairie
Published: (2002)
A noise elimination procedure for printed circuit board inspection system
by: Ibrahim, Zuwairie, et al.
Published: (2008)
by: Ibrahim, Zuwairie, et al.
Published: (2008)
Quality Analysis For Defect And Defective Component Parts On Printed Circuit Board (Pcb) Using Dmaic Approach
by: Basir, Nor Afiza Abdul
Published: (2019)
by: Basir, Nor Afiza Abdul
Published: (2019)
Face recognition using the convolutional neural network for barrier gate system
by: Mochammad Langgeng, Prasetyo, et al.
Published: (2021)
by: Mochammad Langgeng, Prasetyo, et al.
Published: (2021)
Performance Evaluation Of Wavelet-Based Algorithm For Printed Circuit Board (PCB) Inspection
by: Ibrahim, Zuwairie, et al.
Published: (2001)
by: Ibrahim, Zuwairie, et al.
Published: (2001)
Analysis of convolutional neural networks for facial expression recognition on GPU, TPU and CPU
by: Anbananthan Pillai, Munanday, et al.
Published: (2023)
by: Anbananthan Pillai, Munanday, et al.
Published: (2023)
Development of cutter for printed circuit board using hydraulic principle
by: Mohd Muhaymin, Ismail
Published: (2007)
by: Mohd Muhaymin, Ismail
Published: (2007)
An attention-augmented convolutional neural network with focal loss for mixed-type wafer defect classification
by: Batool, Uzma, et al.
Published: (2023)
by: Batool, Uzma, et al.
Published: (2023)
Image Splicing Detection With Constrained Convolutional Neural Network
by: Lee, Yang Yang
Published: (2019)
by: Lee, Yang Yang
Published: (2019)
Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process
by: Nor Hidayati, Abdul Aziz, et al.
Published: (2018)
by: Nor Hidayati, Abdul Aziz, et al.
Published: (2018)
Neural network paradigm for classification of defects on PCB
by: Heriansyah, Rudi, et al.
Published: (2003)
by: Heriansyah, Rudi, et al.
Published: (2003)
Review of deep convolution neural network in image classification
by: Al-Saffar, Ahmed Ali Mohammed, et al.
Published: (2017)
by: Al-Saffar, Ahmed Ali Mohammed, et al.
Published: (2017)
Impact Of Differential Pair Routing Discontinuities On Signal Integrity In Printed Circuit Board Design
by: Adanan, Omar Mukhtar
Published: (2013)
by: Adanan, Omar Mukhtar
Published: (2013)
Automatic search for break points in printed circuit board using intelligent visual system based on Dsp algorithms
by: Syed Abu Bakar, Syed Abdul Rahman
Published: (2003)
by: Syed Abu Bakar, Syed Abdul Rahman
Published: (2003)
Face recognition using neural network
by: Alfatihah, Abdullah
Published: (2010)
by: Alfatihah, Abdullah
Published: (2010)
Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects
by: Zuwairie, Ibrahim, et al.
Published: (2014)
by: Zuwairie, Ibrahim, et al.
Published: (2014)
Analyzing the resilience of convolutional neural networks implemented on GPUs: Alexnet as a case study
by: Khalid Adam, Ismail Hammad, et al.
Published: (2021)
by: Khalid Adam, Ismail Hammad, et al.
Published: (2021)
Investigation And Development Of Convolutional Neural Network Based Image Splicing Detection
by: Md Hasim, Siti Mastura
Published: (2017)
by: Md Hasim, Siti Mastura
Published: (2017)
Oil palm unstripped bunch detector using modified faster regional convolutional neural network
by: Wahyu, Sapto Aji, et al.
Published: (2022)
by: Wahyu, Sapto Aji, et al.
Published: (2022)
Defect depth estimation in passive thermography using neural network paradigm
by: Heriansyah, Rudi, et al.
Published: (2007)
by: Heriansyah, Rudi, et al.
Published: (2007)
Investigation Of Irreversible Bonding Between Polydimethylsiloxane And Printed Circuit Board For Designing Leakage-Free Dna Biochip
by: Ali @ Hasim, Norshah Rizal
Published: (2017)
by: Ali @ Hasim, Norshah Rizal
Published: (2017)
Investigation And Development Of Convolutional Neural Network Based Image Splicing Detection
by: Hasim, Siti Mastura Binti Md
Published: (2017)
by: Hasim, Siti Mastura Binti Md
Published: (2017)
Intelligent motion planning of a mobile robot by using convolutional neural network / Siti Asmah Abdullah
by: Siti Asmah, Abdullah
Published: (2019)
by: Siti Asmah, Abdullah
Published: (2019)
Deep learning faster region-based convolutional neural network technique for oil palm tree counting
by: Xinni, Liu, et al.
Published: (2020)
by: Xinni, Liu, et al.
Published: (2020)
Recurrent neural network with backpropagation through time for speech recognition
by: Ahmad, A. M., et al.
Published: (2004)
by: Ahmad, A. M., et al.
Published: (2004)
Development of image recognition system for steel defects detection
by: Chen, Wai Yang
Published: (2022)
by: Chen, Wai Yang
Published: (2022)
License Plate Recognition using Multi-cluster and Multilayer Neural Networks
by: Sheikh Abdullah, Siti Norul Huda, et al.
Published: (2006)
by: Sheikh Abdullah, Siti Norul Huda, et al.
Published: (2006)
DTWFF-pitch feature and faster neural network convergence for speech recognition
by: Sudirman, Rubita, et al.
Published: (2007)
by: Sudirman, Rubita, et al.
Published: (2007)
Development of software system for detecting defective symbols on integrated circuit chip with adjustable readability level
by: Aris, Ishak, et al.
Published: (2005)
by: Aris, Ishak, et al.
Published: (2005)
Convolutional neural network based handwritten Bengali and Bengali-English mixed numeral recognition
by: Akhand, M. A. H, et al.
Published: (2016)
by: Akhand, M. A. H, et al.
Published: (2016)
Improving neural networks training using experiment design approach
by: Chong, Wei Kean
Published: (2005)
by: Chong, Wei Kean
Published: (2005)
Face recognition using fixed spread radial basis function neural network
by: A Aziz, Khairul Azha, et al.
Published: (2011)
by: A Aziz, Khairul Azha, et al.
Published: (2011)
Similar Items
-
An algorithm to group defects on printed circuit board for automated visual inspection
by: Khalid, Noor Khafifah, et al.
Published: (2008) -
Noise Elimination for Image Subtraction in Printed Circuit Board Defect Detection Algorithm
by: Zuwairie, Ibrahim, et al.
Published: (2013) -
Effect of corrosion on printed circuit board
by: Muhammad Aminuddin, Adnan
Published: (2013) -
Bangla handwritten numeral recognition using convolutional neural network
by: Akhand, M. A. H, et al.
Published: (2015) -
Bangla handwritten character recognition using convolutional neural network
by: Rahman, Md. Mahbubar, et al.
Published: (2015)