Single-shot detector with enriched semantics for PCB tiny defect detection (English)
Free access
- New search for: Shi, Wei
- New search for: Lu, Zhisheng
- New search for: Wu, Wei
- New search for: Liu, Hong
- New search for: Shi, Wei
- New search for: Lu, Zhisheng
- New search for: Wu, Wei
- New search for: Liu, Hong
In:
The Journal of Engineering
;
2020
, 13
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366-372
;
2020
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Single-shot detector with enriched semantics for PCB tiny defect detection
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Contributors:
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Published in:The Journal of Engineering ; 2020, 13 ; 366-372
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Publisher:
- New search for: The Institution of Engineering and Technology
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Publication date:2020-07-27
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Size:7 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:object detection public dataset PASCAL VOC2007 , quality control , printed circuits , single-shot detector , computer vision , SSDT , learning (artificial intelligence) , PCB image , industrial PCB imagery , tiny defects , image segmentation , PCB tiny defect detection , feature extraction , primary problems , enriched semantics , PCB defect dataset , semantic property , object detection , traditional machine vision methods , printed circuit board defect detection , novel single shot object detector , shuffle module , automatic optical inspection , shallow layers , image sensors , semantic ascending module , electronic products , deep layers , production engineering computing
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Source:
Metadata by IET is licensed under CC BY 3.0
Table of contents – Volume 2020, Issue 13
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Prioritised experience replay based on sample optimisationWang, Xuesong / Xiang, Haopeng / Cheng, Yuhu / Yu, Qiang et al. | 2020
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HRIPCB: a challenging dataset for PCB defects detection and classificationHuang, Weibo / Wei, Peng / Zhang, Manhua / Liu, Hong et al. | 2020
- 310
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Collaborative representation-based locality preserving projections for image classificationGou, Jianping / Yang, Yuanyuan / Liu, Yong / Yuan, Yunhao / Du, Lan / Yang, Hebiao et al. | 2020
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Balancing large margin nearest neighbours for imbalanced dataZhang, Xiaotian / Han, Nan / Qiao, Shaojie / Zhang, Yongqing / Huang, Ping / Peng, Jing / Zhou, Kai / Yuan, Chang-an et al. | 2020
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Human body posture recognition algorithm for still imagesYu, Naigong / Lv, Jian et al. | 2020
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Digital filter based on chaos theory used for removing narrow-frequency-band noise in PD signalsJiang, Tianyan / Wang, Baimei / Bi, Maoqiang / Chen, Xi / Cheng, Shouhua / Wang, Fan et al. | 2020
- 361
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Construction of knowledge graph of maritime dangerous goods based on IMDG codeZhang, Qi / Wen, Yuan Q / Han, Dong / Zhang, Fan / Xiao, Chang S et al. | 2020
- 366
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Single-shot detector with enriched semantics for PCB tiny defect detectionShi, Wei / Lu, Zhisheng / Wu, Wei / Liu, Hong et al. | 2020
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Semi-supervised long short-term memory for human action recognitionLiu, Hong / Liu, Chang / Ding, Runwei et al. | 2020
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Visual saliency mechanism-based object recognition with high-resolution remote-sensing imagesHe, Lin / Li, Chen et al. | 2020
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Using PCAand one-stage detectors for real-time forest fire detectionWu, Shixiao / Guo, Chengcheng / Yang, Jianfeng et al. | 2020
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Unknown defect detection for printed circuit board based on multi-scale deep similarity measure methodDing, Runwei / Zhang, Can / Zhu, Qisheng / Liu, Hong et al. | 2020
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Feature selection in deterministic policy gradientLi, Luntong / Li, Dazi / Song, Tianheng et al. | 2020
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Micro-blog sentiment classification using Doc2vec + SVM model with data purificationLiang, Yinghong / Liu, Haitao / Zhang, Su et al. | 2020
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VR-based dataset for autonomous-driving systemYao, Shouwen / Zhang, Jiahao / Wang, Yu et al. | 2020
- 416
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Necklace: a novel long text detection modelQin, Xiao / Chu, Xutao / Yuan, Changan / Zhao, Qi et al. | 2020
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One intelligent framework for screening and intervention of Mild Cognitive Impairment (MCI)Qian, Xuesheng / Dai, Weihui / Xu, Renbin / Ling, Hong et al. | 2020
- 426
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Design and improvement of the pruning algorithm of the Chinese chess in the computer gamesTao, Jun / Wu, Gui / Pan, Xueliang et al. | 2020
- 429
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Attribute reduction based on improving DIT in interval-valued ordered information systemYang, Lei / Zhang, Xiaoyan / Xu, Weihua / Sang, Binbin et al. | 2020
- 438
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Recurrent spatial transformer network for high-accuracy image registration in moving PCB defect detectionHuang, Weibo / Hua, Guoliang / Yu, Zhaofu / Liu, Hong et al. | 2020
- 444
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Recommendation method of smart TV programs reflecting content consumption concentration calculationKim, Jaekwang et al. | 2020
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Effects of environmental feature selection on end-to-end vehicle steering controllerLiu, Dongjie / Zhao, Jin / Cao, Zhuo / Huang, Xinnian / Xi, Axing et al. | 2020
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Synchronous multi-kernel iterative dual heuristic programming with ℓ2-regularisationLu, Yang / Zhang, Xinglong / Liu, Jiahang / Xu, Xin et al. | 2020
- 460
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Grid cell field reconstruction based on rat hippocampal cognitive mechanism and hebbian plasticityYu, Naigong / Zhai, Yujia et al. | 2020
- 466
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Research on 3D printing service model for innovation, entrepreneurship, and universal applicationsXu, Xiaowei / Wu, Jilong / Tao, Ye / Wang, Xiaodong / Liu, Wei et al. | 2020
- 471
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Scene recognition under special traffic conditions based on deep multi-task learningHu, Xiaochang / Xu, Xin / Xiao, Yongqian / Chen, Hongjun / Zhang, Hongjia et al. | 2020
- 476
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Shift, rotation and scale invariant optical fingerprint verification system with double random phase encodingZhuo, Shengkai / Jiao, Shuming / Zou, Wenbin / Wang, Na / Li, Xia et al. | 2020
- 482
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Design and implementation path of intelligent transportation information system based on artificial intelligence technologyXia, Wen-hui / Zhou, Dan / Xia, Qian-yin / Zhang, Lan-rui et al. | 2020
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Research on CNN + LSTM user intention classification based on multi-granularity features of textsLi, Chunhu / Zhang, Chunying / Fu, Qifeng et al. | 2020
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Efficient generative model for motion deblurringXiang, Han / Sang, Haiwei / Sun, Lilei / Zhao, Yong et al. | 2020
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Fault diagnosis method for attached lifting scaffold based on support vector machineLuo, Shaoxuan / Qiao, Aimin / Tang, Qingguo et al. | 2020
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Distributed multi-agent deep reinforcement learning for cooperative multi-robot pursuitYu, Chao / Dong, Yinzhao / Li, Yangning / Chen, Yatong et al. | 2020
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Adversarial semi-supervised learning method for printed circuit board unknown defect detectionShi, Wei / Zhang, Linlin / Li, Yihui / Liu, Hong et al. | 2020
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Deep and CNN fusion method for binaural sound source localisationJiang, Shilong / Wu, Lulu / Yuan, Peipei / Sun, Yongheng / Liu, Hong et al. | 2020
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Research on wire rope wear detection based on computer visionShi, Hengliang / Zheng, Lintao / Sun, Shibao / Zhang, Lei / Wang, Lei et al. | 2020
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Vision-based map building and path planning method in unmanned air/ground vehicle cooperative systemsa'Xing, Xi / Jin, Zhao / Haolong, Fu / Tao, Zhou / Dongjie, Liu et al. | 2020
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LeNet-5 improvement based on FPGA accelerationHou, Yong / Chen, Zhang Bao et al. | 2020
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Research on image feature matching algorithm based on feature optical flow and corner featureSong, Tao / Chen, Bing / Zhao, Fu M. / Huang, Zheng / Huang, Mu J. et al. | 2020
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SOC estimation algorithm of power lithium battery based on AFSA-BP neural networkWang, Qiuxia / Wu, Peizhou / Lian, Jialing et al. | 2020
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Three-dimensional obstacle avoidance for UAV based on reinforcement learning and RealSenseHan, Deqiang / Yang, Qishan / Wang, Rui et al. | 2020
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Analysis of partial discharge signals from generator propagation in excitation transformer by EMTPWang, Fan / Liu, Qiang / Shang, Yu / Mao, Chen / Wang, Sen / Jiang, Tianyan / Ren, Yan et al. | 2020
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Double threshold construction method for attribute-induced three-way concept lattice in incomplete fuzzy formal contextLong, Binghan / Xu, Weihua / Zhang, Xiaoyan et al. | 2020
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Deep learning method for rain streaks removal from single imageWang, Meihua / Chen, Lunbao / Liang, Yun / Huang, Han / Cai, Ruichu et al. | 2020
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Research of interval reduction in variable precision rough setChen, Shenghai / Jiang, Fengying / Mi, Xianwu et al. | 2020
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Personalised recommendation algorithm based on covarianceCai, Biao / Huang, Yusheng et al. | 2020
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Study on intelligent control of yaw stability of electric vehicle with in-wheel motorsZhang, Yong / Ou, Jian / Yang, Echuan / Yang, Shen / Meng, Tian et al. | 2020
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EXplainable AI (XAI) approach to image captioningHan, Seung-Ho / Kwon, Min-Su / Choi, Ho-Jin et al. | 2020
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Using normal dictionaries to extract multiple semantic relationshipsLiang, Li / Tian, Fang et al. | 2020
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Research on integrated computer game algorithm for dots and boxesLi, Shuqin / Zhang, Yipeng / Ding, Meng / Dai, Pengcheng et al. | 2020
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Parameter analysis on multi-factorial evolutionary algorithmXu, Qingzheng / Zhang, Jianhang / Fei, Rong / Li, Wei et al. | 2020
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Chinese cursive character detection methodQin, Xiao / Jiang, Jianhui / Fan, Wei / Yuan, Changan et al. | 2020
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Breast mass classification method based on convolutional neural networksSun, Lilei / Wang, Junqian / Xu, Yong et al. | 2020
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Using convolutional neural network for diabetes mellitus diagnosis based on tongue imagesWu, Lintai / Luo, Xiaoling / Xu, Yong et al. | 2020
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Deep learning-based household electric energy consumption forecastingHyeon, Jonghwan / Lee, HyeYoung / Ko, Bowon / Choi, Ho-Jin et al. | 2020
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Observer-based iterative learning control for linear time-varying systems using LMILi, Ben-Qi / Wang, Yi-Ming / Feng, Li / Chai, Yi et al. | 2020
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Making up the shortages of the Bayes classifier by the maximum mutual information classifierLu, Chenguang / Zou, Xiaohui / Wang, Wenfeng / Chen, Xiaofeng et al. | 2020
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L1-norm based discriminant manifold learning for multi-label image classificationCheng, Jiafeng / Deng, Siyang / Xia, Wei / Liu, Yang et al. | 2020
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