Advanced Multimedia and Ubiquitous Engineering: MUE/FutureTech 2019

433 Pages·2020·35.734 MB·English

by  James J. Park, Laurence T. Yang, Young-Sik Jeong, Fei Hao

Lecture Notes in Electrical Engineering 590
James J. Park
Laurence T. Yang
Young-Sik Jeong
Fei Hao Editors
Advanced
Multimedia
and Ubiquitous
Engineering
MUE/FutureTech 2019
Lecture Notes in Electrical Engineering
Volume 590
Series Editors
LeopoldoAngrisani,DepartmentofElectricalandInformationTechnologiesEngineering,UniversityofNapoli
FedericoII,Naples,Italy
MarcoArteaga,DepartamentdeControlyRobótica,UniversidadNacionalAutónomadeMéxico,Coyoacán,
Mexico
BijayaKetanPanigrahi,ElectricalEngineering,IndianInstituteofTechnologyDelhi,NewDelhi,Delhi,India
SamarjitChakraborty,FakultätfürElektrotechnikundInformationstechnik,TUMünchen,Munich,Germany
JimingChen,ZhejiangUniversity,Hangzhou,Zhejiang,China
ShanbenChen,MaterialsScienceandEngineering,ShanghaiJiaoTongUniversity,Shanghai,China
Tan Kay Chen, Department of Electrical and Computer Engineering, National University of Singapore,
Singapore,Singapore
Rüdiger Dillmann, Humanoids and Intelligent Systems Lab, Karlsruhe Institute for Technology, Karlsruhe,
Baden-Württemberg,Germany
HaibinDuan,BeijingUniversityofAeronauticsandAstronautics,Beijing,China
GianluigiFerrari,UniversitàdiParma,Parma,Italy
ManuelFerre,CentreforAutomationandRoboticsCAR(UPM-CSIC),UniversidadPolitécnicadeMadrid,
Madrid,Spain
Sandra Hirche, Department of Electrical Engineering and Information Science, Technische Universität
München,Munich,Germany
FaryarJabbari,DepartmentofMechanicalandAerospaceEngineering,UniversityofCalifornia,Irvine,CA,
USA
LiminJia,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China
JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland
AlaaKhamis,GermanUniversityinEgyptElTagamoaElKhames,NewCairoCity,Egypt
TorstenKroeger,StanfordUniversity,Stanford,CA,USA
QilianLiang,DepartmentofElectricalEngineering,UniversityofTexasatArlington,Arlington,TX,USA
Ferran Martin, Departament d’Enginyeria Electrònica, Universitat Autònoma de Barcelona, Bellaterra,
Barcelona,Spain
TanCherMing,CollegeofEngineering,NanyangTechnologicalUniversity,Singapore,Singapore
WolfgangMinker,InstituteofInformationTechnology,UniversityofUlm,Ulm,Germany
PradeepMisra,DepartmentofElectricalEngineering,WrightStateUniversity,Dayton,OH,USA
SebastianMöller,QualityandUsabilityLab,TUBerlin,Berlin,Germany
SubhasMukhopadhyay,SchoolofEngineering&AdvancedTechnology,MasseyUniversity,
PalmerstonNorth,Manawatu-Wanganui,NewZealand
Cun-ZhengNing,ElectricalEngineering,ArizonaStateUniversity,Tempe,AZ,USA
ToyoakiNishida,GraduateSchoolofInformatics,KyotoUniversity,Kyoto,Japan
FedericaPascucci,DipartimentodiIngegneria,UniversitàdegliStudi“RomaTre”,Rome,Italy
YongQin,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China
Gan Woon Seng, School of Electrical & Electronic Engineering, Nanyang Technological University,
Singapore,Singapore
Joachim Speidel, Institute of Telecommunications, Universität Stuttgart, Stuttgart, Baden-Württemberg,
Germany
GermanoVeiga,CampusdaFEUP,INESCPorto,Porto,Portugal
HaitaoWu,AcademyofOpto-electronics,ChineseAcademyofSciences,Beijing,China
JunjieJamesZhang,Charlotte,NC,USA
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James J. Park Laurence T. Yang
(cid:129) (cid:129)
Young-Sik Jeong Fei Hao
(cid:129)
Editors
Advanced Multimedia
and Ubiquitous Engineering
MUE/FutureTech 2019
123
Editors
James J.Park Laurence T. Yang
Department ofComputer Science Department ofComputer Science
andEngineering St.Francis XavierUniversity
SeoulNational University of Science Antigonish, NS,Canada
andTechnology
Seoul, Korea (Republicof) FeiHao
Schoolof Computer Science
Young-Sik Jeong ShaanxiNormal University
Department ofMultimedia Engineering Xi’an,China
Dongguk University
Seoul, Korea (Republicof)
ISSN 1876-1100 ISSN 1876-1119 (electronic)
Lecture Notesin Electrical Engineering
ISBN978-981-32-9243-7 ISBN978-981-32-9244-4 (eBook)
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Contents
MUE2019
Near Infrared, Long-Wave Infrared and Visible Image Fusion
Based on Oversampled Graph Filter Banks. . . . . . . . . . . . . . . . . . . . . . 3
YuLong Qiao, XueYing Gao, and ChunYan Song
The Research of Regional Tourist Flow Situation Assessment
Based on Time Variant and Multi-source Data . . . . . . . . . . . . . . . . . . . 11
Yun Wu, Tian Fu, and Tian Ming Wang
The Chinese Knowledge Graph on Domain-Tourism. . . . . . . . . . . . . . . 20
WeizhenZhang,HanCao,FeiHao,LuYang,MuhibAhmad,andYifeiLi
An Improved Change Detection Based on PCA and FCM
Clustering for Earthen Ruins. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 28
Changqing Wang, Yun Xiao, Baoying Liu, Dexin Du, and Rui Luo
Optimal Design Parameters for Tiny-YOLO2 Implementation
with Light-Weight Embedded GPGPU Environment . . . . . . . . . . . . . . . 36
Yechan Yu, Daewoo Kim, Jinjoo Ha, Hojin Kim, and Kang Yi
Experiment Design and Analysis of Cross-Cultural Variation
in Color Preferences Using Eye-Tracking. . . . . . . . . . . . . . . . . . . . . . . . 44
Bo Wu, Shoji Nishimura, Yishui Zhu, and Qun Jin
Study on the Smart Speaker Security Evaluations
and Countermeasures. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 50
Jiseop Lee, Sooyoung Kang, and Seungjoo Kim
Research on Tilt Survey Algorithm Based on Accelerometer
and GNSS Receiver Data Fusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 71
Caixu Xu and Jie He
v
vi Contents
Rectangular Seal Location Algorithm Based on Digital
Linear Feature . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 78
Liu Zhihui and Zhang Li
Big Data Based Decision-Making Support System Design
for Efficient Analysis of the Performance of Software Education. . . . . . 85
Ji-Hoon Seo and Kil-Hong Joo
Research Process Traceability Based the RD Relationship. . . . . . . . . . . 91
Jeong Ah Kim, SunTae Kim, JaeYoung Choi, Ji Young Lee,
and Young Hwa Cho
Improvement Design of Smart Toilet Interactions Based
on Peak-End Rule . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98
Yujia Wu and Bowen Sun
Research on Literature Searching Website Design Based
on Usability Test . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 104
Haiwei Yan, Ruolin Gao, Yuanbo Sun, and Bowen Sun
Lifetime Optimization of WSN Networks with Full-Coverage Nodes . . . 109
Cong Chen and Jia Chen
Proceedings Design and Implementation of Cultural
Communication and Promotion System Based on Big Data. . . . . . . . . . 115
Xuan Qi and Bo Ding
Discussion on Digitization Construction of Cangyuan Rock
Paintings in the New Media Era . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121
Qian Xu
How to Construct and Apply Self-learning Support System
of Art Curriculum in the New Media Environment . . . . . . . . . . . . . . . . 128
Zhiyuan Ma, Jingjing Guan, Eeljin Chae, and Di Wu
Design of Online Multimedia Homework Management
System Based on Cloud Platform. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 134
Si Fu and Fei Hao
On the Evaluation of Propagation Force of New Media
for Government Affairs Based on the Theory of Information
Acceptance Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 140
Yuzhi Dong
Research on the Development Strategy of News Channel
in the Context of Media Fusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 147
Shuang Zheng and Fei Hao
Contents vii
Scrambler Based AES for Countermeasure Against
Power Analysis Attacks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 152
Young-Jin Kang, Ki-Hwan Kim, and HoonJae Lee
A Keyword Extraction Scheme from CQI Based
on Graph Centrality. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 158
They Pheaktra, JongBeom Lim, JongHyuk Lee, and Joon-Min Gil
Learning Influence Diagram Utility Function
by Observing Behavior. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 164
Bai Lei
A Brief Review of Image Restoration Techniques Based
on Generative Adversarial Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 169
Cai Zhang, Fei Du, and Yungang Zhang
A Priority Heuristic Correlation Technique for Decision
Tree Pruning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 176
Yu Xiang and Li Ma
A Rapid Response Approach Applying Edge Computing
for Distributed Warehouses in WSN . . . . . . . . . . . . . . . . . . . . . . . . . . . 183
Yuechun Wang, Ka Lok Man, Danny Hughes, Steven Guan,
and Prudence Wong
SwarMotion: A 3D Point Cloud Video Recording
Tool for Classification Purposes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 190
Diego Monteiro, Jialin Wang, Hai-Ning Liang, Nilufar Baghaei,
and Andrew Abel
Mobile Robot-Based Measuring and Mapping of Gas Distribution
in Surface Soil . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 196
Zhubing Lei, Muchun Zhou, Jian Wang, and Baochuan Fu
Computing Service Scheme with Idle Virtual Machine Based
on OpenStack. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 207
Jueun Jeon, Seungchul Kim, Gisung Yu, Hyun-Woo Kim,
and Young-Sik Jeong
N-Crop Based Image Division in Deep Learning
with Medical Image . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 213
JuHyeon Lee, Dongho Lee, Yan Li, and ByeongSeok Shin
An Empirical Study on Continuance Using Intention of OTT Apps
with Young Generation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 219
Thi-Thanh-Quy Tran, Quoc-Tuan Tran, and Hoanh-Su Le
viii Contents
The Trend of New and Renewable Energies in the Socialist
Republic of Vietnam and the Possibility of Introducing
Korean Smart Grid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 230
Thi-Hong Nguyen
Deep Learning Based IoT Re-authentication for Botnet
Detection and Prevention . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 239
Mikail Mohammed Salim and Jong Hyuk Park
FT2019
Fast Searching of Log Area in FAST FTL Using Log
Area Indexing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 245
Sang-Hyeok Yu and Tae-Sun Chung
Aspects of Intercultural Communication in IT: Convergence
of Communication and Computing in the Global World
of Interconnectedness . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 251
Marcel Pikhart
Improvement of QSL by Ontologies of E-Questionnaire,
E-Testing, and E-Voting Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 257
Yuan Zhou, Yuichi Goto, and Jingde Cheng
Exploring eLearning for Dementia Care . . . . . . . . . . . . . . . . . . . . . . . . 265
Blanka Klimova
Mobile Learning and Its Impact on Learning English Vocabulary . . . . 271
Blanka Klimova
Improvement of the User Throughput with Relaying
Through CR-Based UAV . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 277
Suho Choi, Wooyeob Lee, and Inwhee Joe
Distribution Pattern Learning for Social Resources in a Golden
Snub-Nosed Monkey Community. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 282
Qiang Hu, Xiaoqian Mi, Songtao Guo, Huawei Liu, Fengyi Song,
Kun Yang, and Xiaoyan Yin
SPARK-Based Partitioning Algorithm for k-Anonymization
of Large RDFs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 292
Odsuren Temuujin, Minhyuk Jeon, Kwangwon Seo, Jinhyun Ahn,
and Dong-Hyuk Im
Toward a GUI-Based Comprehension of Software Architecture . . . . . . 299
Yeong-Seok Seo
UAV Anomaly Detection with Distributed Artificial Intelligence
Based on LSTM-AE and AE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 305
Gimin Bae and Inwhee Joe
Contents ix
Data-Request-Packet Broadcasting Approach for Mobile
Opportunistic Networks with Unreliable Links . . . . . . . . . . . . . . . . . . . 311
Lichen Zhang, Xiaochun Zhang, Sui Yu, Longjiang Guo, Peng Li,
Meirui Ren, and Xiaoming Wang
Detecting Temporal Sentiment-Oriented Difference
for Crowdsourced Time-Sync Comments. . . . . . . . . . . . . . . . . . . . . . . . 318
Ruomiao Li, Yajun Du, and Fei Ren
Optimal Control of the Adversarial Information Propagation
in Online Social Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 325
Xinyan Wang, Xiaoming Wang, Jiehang Xie, and Pengfei Wan
A Hierarchical Attention Headline Generation Model with a Filter. . . . 332
Jiehang Xie, Xiaoming Wang, Xinyan Wang, and Guangyao Pang
An ICP-Based Point Clouds Registration Method for Indoor
Environment Modeling. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 339
Su Sun, Wei Song, Yifei Tian, and Simon Fong
Particle Color Transforming Method by Mapping Image Texture
Arrangement with Weight Value . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 345
Jia-Yi Qiu, Fei Hao, and Jae-Hyuk Ko
A Customer Group Mining Method Based on Cluster Analysis. . . . . . . 351
Yongping Tang and Zizhen Peng
HPFLRF: A High Performance Fingerprint Localization
Algorithm Based on Random Forest . . . . . . . . . . . . . . . . . . . . . . . . . . . 358
Pengyu Huang, Haojie Zhao, and Wei Wang
A Study of an Unmanned Surface Vehicle System for Marine
Environmental Monitoring. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 364
NamHyun Yoo
A Study of Trim Tab Management System for an USV
and a Small Boat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 370
NamHyun Yoo
Applying Transfer Learning into Recommendations in the Case
of Data Deficient. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 377
Meiling Ge, Xiaoming Wang, Guangyao Pang, Xinyan Wang,
Xueyang Qin, and Jiehang Xie
Opinion Similarity Regulated Public Opinion Network Embedding. . . . 383
Fei Ren, Xiaoliang Chen, Yajun Du, Xianyong Li, and Ruomiao Li
Short Text Sentiment Analysis of Micro-blog Based on BERT . . . . . . . 390
Jianzhong Zheng, Xiaoliang Chen, Yajun Du, Xianyong Li,
and Jiabo Zhang