2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)最新文献_第4页

Review of vision-based Simultaneous Localization and Mapping 基于视觉的同步定位和地图研究综述

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Pub Date : 2019-03-15 DOI: 10.1109/ITNEC.2019.8729285

Ang Li, X. Ruan, Jing Huang, Xiao-qing Zhu, Fei Wang

引用次数: 14

A new method to extract BGA solder balls in complex background X-ray image based on coordinate transformation 一种基于坐标变换的复杂背景x射线图像中BGA焊球提取新方法

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Pub Date : 2019-03-15 DOI: 10.1109/ITNEC.2019.8729540

Liu Jingyuan, Fang Liyong, Hu Dongcai, Qi Xiaoshi, Deng Yangquan

{"title":"A new method to extract BGA solder balls in complex background X-ray image based on coordinate transformation","authors":"Liu Jingyuan, Fang Liyong, Hu Dongcai, Qi Xiaoshi, Deng Yangquan","doi":"10.1109/ITNEC.2019.8729540","DOIUrl":"https://doi.org/10.1109/ITNEC.2019.8729540","url":null,"abstract":"In the detection of quality of BGA soldering based on AXI (Automated X-Ray Inspection), it’s critical important to extract solder balls accurately. Although the existing methods can extract most of the solder balls in X-ray images, they are sensitive to parameters and could only be used in the case of simple background. In order to solve this problem, a new method based on coordinate transformation is proposed in this paper. In this method, original X-ray images in Cartesian coordinate system are transformed in to polar coordinate firstly, so the edge of solder ball would be transformed from a curve to a straight line. Secondly a nonparametric edge detection could be used to extract the edge of solder balls. Result in Polar coordinate system would be transformed into original Cartesian coordinate system, finally. Through the comparison of two experiments, it is confirmed that solder balls in X-ray image could be extracted by proposed method precisely, while the proposed method has much more adaptability than other traditional methods. When proposed methods combined with other method such as the detection of voids in solder balls, the detection would be effective and improve the performance of AXI system ultimately.","PeriodicalId":202966,"journal":{"name":"2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127268141","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Hydrological time series forecast model based on wavelet de-noising and ARIMA-LSTM 基于小波去噪和ARIMA-LSTM的水文时间序列预测模型

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Pub Date : 2019-03-15 DOI: 10.1109/ITNEC.2019.8729441

Zheng Wang, Yuansheng Lou

引用次数: 32

Machine Learning in Software Defined Network 软件定义网络中的机器学习

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Pub Date : 2019-03-15 DOI: 10.1109/ITNEC.2019.8729331

Jiamei Liu, Qiaozhi Xu

引用次数: 9

SDN-based hybrid honeypot for attack capture 基于sdn的攻击捕获混合蜜罐

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Pub Date : 2019-03-15 DOI: 10.1109/ITNEC.2019.8729425

He Wang, Bin Wu

引用次数: 23

Socially-Aware Graph Convolutional Network for Human Trajectory Prediction 用于人类轨迹预测的社会感知图卷积网络

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Pub Date : 2019-03-15 DOI: 10.1109/ITNEC.2019.8729387

Yasheng Sun, Tao He, Jie Hu, Haiqing Huang, Biao Chen

{"title":"Socially-Aware Graph Convolutional Network for Human Trajectory Prediction","authors":"Yasheng Sun, Tao He, Jie Hu, Haiqing Huang, Biao Chen","doi":"10.1109/ITNEC.2019.8729387","DOIUrl":"https://doi.org/10.1109/ITNEC.2019.8729387","url":null,"abstract":"Learning to understand human behaviors and predict their trajectories is a prerequisite for an automated car to navigate through the crowd safely and efficiently. This problem is particularly challenging as it requires the car to jointly reason about multiple pedestrians in a scenario where every one cooperates with each other to avoid collisions. To model the interactions among them, we propose a socially-aware graph convolutional network (SAGCN) which solves this problem in a graph learning framework. An attention graph is first built where each of its node carries the pedestrian temporal information and its edge represents the correspondence between pairwise pedestrians. To extract the temporal features, we implement temporal convolutional network (TCN) on each node. By utilization of relative motion between pairwise pedestrians, another TCN is employed to learn the correspondence of them which is formulated to an adjacency matrix of the attention graph. With the learned temporal features and adjacency matrix, a graph convolutional network (GCN) is exploited to aggregate the node information and jointly predict future trajectories of multiple pedestrians. Through experiments in several publicly available datasets, we demonstrate that our model effectively learns the comprehensive spatial-temporal representation and outperforms state-of-art methods in terms of prediction accuracy.","PeriodicalId":202966,"journal":{"name":"2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129120817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 11

Data Replica Placement Policy Based on Load Balance in Cloud Storage System 云存储中基于负载均衡的数据副本放置策略

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Pub Date : 2019-03-15 DOI: 10.1109/ITNEC.2019.8728995

Xiong Fu, Jian Li, Wenjie Liu, Song Deng, Junchang Wang

引用次数: 4

Optic Disc and Cup Segmentation Based on Deep Learning 基于深度学习的视盘和视杯分割

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Pub Date : 2019-03-15 DOI: 10.1109/ITNEC.2019.8729455

Pengzhi Qin, Linyan Wang, Hongbing Lv

引用次数: 9

Location Model of Pallet Service Centers Based on the Pallet Pool Mode 基于托盘池模式的托盘服务中心选址模型

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Pub Date : 2019-03-15 DOI: 10.1109/ITNEC.2019.8729152

K. Zhou, R. Song

{"title":"Location Model of Pallet Service Centers Based on the Pallet Pool Mode","authors":"K. Zhou, R. Song","doi":"10.1109/ITNEC.2019.8729152","DOIUrl":"https://doi.org/10.1109/ITNEC.2019.8729152","url":null,"abstract":"Containerized transport using pallets can largely improve transport efficiency, reduce damage and mistake rate of goods, it is conducive to improve the logistics service quality. Based on the pallet pool mode, a comprehensive optimization method of pallet service centers location is proposed in the paper, in order to achieve the optimal pallet service network structure. Supply and demand time of each agency in the pallet pool system is fully considered, it aims to realize the pallets circulation through the reasonable arrangement of pallet service centers and reduce inventory. According to the demand of enterprises for pallets and return of pallets from freight terminals, the minimum total cost including the fixed construction cost, inventory cost, delivery and recovery costs and transportation cost is taken as the objective to construct optimization model. Considering the uncertainty of enterprises for the demand of different type pallets, random demand is added and chance constraints with random variables is converted into determinate form. Based on the characteristics of model, the ILOG Cplex is used.","PeriodicalId":202966,"journal":{"name":"2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125769617","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Portable multifunctional electronic stethoscope 便携式多功能电子听诊器

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Pub Date : 2019-03-15 DOI: 10.1109/ITNEC.2019.8729172

Hu Huang, Ding Yang, Xue Yang, Yuhui Lei, Yang Chen

引用次数: 7