Table Of ContentLecture Notes in Electrical Engineering 606
Eric Todd Quinto
Nathan Ida
Ming Jiang
Alfred K. Louis Editors
The Proceedings of
the International
Conference on
Sensing and
Imaging, 2018
Lecture Notes in Electrical Engineering
Volume 606
SeriesEditors
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,MaterialsScience&Engineering,ShanghaiJiaoTongUniversity,Shanghai,China
TanKayChen,DepartmentofElectricalandComputerEngineering,NationalUniversityofSingapore,
Singapore,Singapore
RüdigerDillmann,HumanoidsandIntelligentSystemsLab,KarlsruheInstituteforTechnology,Karlsruhe,
Baden-Württemberg,Germany
HaibinDuan,BeijingUniversityofAeronauticsandAstronautics,Beijing,China
GianluigiFerrari,UniversitàdiParma,Parma,Italy
ManuelFerre,CentreforAutomationandRoboticsCAR(UPM-CSIC),UniversidadPolitécnicadeMadrid,
Madrid,Spain
SandraHirche,DepartmentofElectricalEngineeringandInformationScience,TechnischeUniversität
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
FerranMartin,Departamentd’EnginyeriaElectrònica,UniversitatAutònomadeBarcelona,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
GanWoonSeng,SchoolofElectrical&ElectronicEngineering,NanyangTechnologicalUniversity,
Singapore,Singapore
JoachimSpeidel,InstituteofTelecommunications,UniversitätStuttgart,Stuttgart,Baden-Württemberg,
Germany
GermanoVeiga,CampusdaFEUP,INESCPorto,Porto,Portugal
HaitaoWu,AcademyofOpto-electronics,ChineseAcademyofSciences,Beijing,China
JunjieJamesZhang,Charlotte,NC,USA
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Eric Todd Quinto (cid:129) Nathan Ida (cid:129) Ming Jiang
Alfred K. Louis
Editors
The Proceedings of the
International Conference on
Sensing and Imaging, 2018
123
Editors
EricToddQuinto NathanIda
DepartmentofMathematics DepartmentofElectrical&Computer
TuftsUniversity Engineering
Medford,MA,USA TheUniversityofAkron
Akron,OH,USA
MingJiang AlfredK.Louis
DepartmentofInformationScience Mathematik
SchoolofMathematicalSciences Univ.desSaarlandes
PekingUniversity Saarbru¨cken,Saarland,Germany
Beijing,China
ISSN1876-1100 ISSN1876-1119 (electronic)
LectureNotesinElectricalEngineering
ISBN978-3-030-30824-7 ISBN978-3-030-30825-4 (eBook)
https://doi.org/10.1007/978-3-030-30825-4
©SpringerNatureSwitzerlandAG2019
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Foreword
SiminLi
The International Conference on Sensing and Imaging (ICSI) is an important
academicconferencethatprovidesanexcellentplatformforinternationalexchange
andcollaborationinvariousfieldsofsensingandimagingsuchasimagedetection,
image reconstruction, as well as industrial and biomedical applications. Guangxi
UniversityofScienceandTechnology(GXUST)washonoredtobethehostofthe
ICSI2018heldatLiuzhou,Guangxi,China,fromOctober15to17,2018.
GXUST is rooted in its two major components and predecessors: Guangxi
CollegeofEngineeringfoundedin1958andMedicalCollegeofLiuzhoufounded
in1951.ThemissionoftheUniversityistocultivatetalentandinnovativespiritin
engineeringandmedicalsciencestudents.
To ensure the success of the conference and promote interdisciplinary collab-
oration, we invited domestic and overseas experts and scholars specializing in
sensing and imaging to gather here at Liuzhou to exchange ideas on hot topics
and cutting-edge research in sensing and imaging, such as image reconstruction,
image restoration, image fusion, biomedical imaging, nondestructive inspection,
and remote sensing. We sincerely hope that theoretical and practical research in
sensing and imaging can be continuously promoted through academic exchanges,
technicalinnovation,andcooperationafterthisconference.
I would like to thank the co-chairs of the conference, Professors Ming Jiang
of Peking University and Nathan Ida of the University of Akron, for their tireless
effortstoinitiatetheconferenceinabrandnewlocationwithanewhost,GXUST,
andtoco-chairtheconference.IwouldalsoliketothankProf.EricToddQuintoof
TuftsUniversityforleadingtheefforttoeditandpublishtheconferenceproceeding
and Professor Yu Shang of North University China for a special issue of Sensing
and Imaging, with a strong editorial and administrative support from Professors
Ming Jiang, Nathan Ida, Alfred K Louis of Saarland University, Yu Shang of the
North University of China, Tobias Kluth of the University of Bremen, and Hong
S.Li
GuangxiUniversityofScienceandTechnology(GXUST),Liuzhou,China
v
vi Foreword
Liu of GXUST. My special thanks go to all the local organizers and volunteers,
especially Prof. Hong Liu and his team at GXUST, for their steadfast efforts to
makethisconferencehappen.Finally,Ithankalltheinvitedspeakers,sessionchairs,
and participants of this conference. It is the joint effort of all the aforementioned
colleaguesthatmadethisconferenceasuccessfulone.
Preface
The International Conference on Sensing and Imaging 2018 (ICSI 2018) was the
fourth conference in this series. The previous three were held at Chifeng, Inner
Mongolia, China, in 2015; Taiyuan, Shanxi Province, China, in 2016; and at
Chengdu,SichuanProvince,China,in2017.
ThisfourthconferencewasheldinLiuzhou,China,fromOctober15to17,2018.
GuangxiUniversityofScienceandTechnology(GXUST)wastheprimarysponsor
of ICSI 2018. Prof. Simin Li, the President of GXUST, was the general chair for
thisconference.Profs.NathanIdaandMingJiangwereco-chairs.Weaccepted58
submissions for presentation at the conference. With the success of the previous
conferencesandbecauseofsuggestionsfrompeersandrequestsfromparticipants,
wedecidedtopublishtheproceedingsforICSI2018.
Theseproceedingshave17papersincluding8invitedchapters.Thereviewand
publication of these proceedings are not like most conference proceedings. All
submissions were first reviewed to see if they could be suitable for presentations
at the conference and were accepted for presentation after revisions. Unlike other
conference proceedings, after the conference, all revised submissions underwent
another round of revision so the authors could incorporate discussions at the
conference.Theywerereviewedagainforfinalacceptanceintheproceedings,and
somesubmissionswererejected.Weunderstandthatproceedingsaredifferentfrom
journalsubmissions,butwehopethetworoundsofrevisionimprovethequalityof
submissionswithoutdelayingpublication.
Sevenadditionalsubmissionswereselectedtobepublishedinthespecialissue
“RecentdevelopmentsinSensingandImaging”inthejournalSensingandImaging
published by Springer Nature. Each selected manuscript has been extended to a
full-lengthregularpaperwithsignificantadditionsfromitsconferenceversionand
reviewed under the normal reviewing process of that journal. This special issue
is edited by lead guest editor, Yu Shang North University of China, China, and
guesteditorsTobiasKluth,UniversityofBremen,Germany,andHongLiu,Guangxi
UniversityofScienceandTechnology.
Wethankthepublishingeditor,ChristopherT.CoughlinofSpringerNature,for
hispromptagreementandcoordinationtopublishtheproceedingsinLectureNotes
vii
viii Preface
inElectricalEngineering(LNEE),sothatauthorscouldpreparetheirmanuscriptfor
this publication opportunity. We thank all the reviewers for their timely responses
andcommentsforauthorstoimprovethequalityofmanuscripts.Wethankallthe
authorsfortheirparticipationinICSI2018andtheirunderstandingandpatiencefor
thetworoundsofrevisions.Wethankauthorsofthe8invitedcontributionsfortheir
effort in preparing the invited chapters. Finally, we thank, Chandhini Kuppusamy,
Ho Yin Fan, and Jeffrey Taub, of the editorial team of Springer Nature for their
efficientandtimelyhelpandsupportduringtheeditingprocessoftheseproceedings.
Medford,MA,USA EricToddQuinto
Akron,OH,USA NathanIda
Beijing,China MingJiang
Saarbrücken,Germany AlfredK.Louis
Contents
FuzzyRoughClusteringAnalysisAlgorithmBasedonAttribute
Reduction ......................................................................... 1
HaoOuyang,ZhiWenWang,ZhenJinHuang,andWeiPingHu
ElectricalResistanceTomographyBasedonInternalElectrode
Excitation ......................................................................... 15
YutongChen,YanHan,andBotongJing
Approximated Scale Space for Efficient and Accurate SIFT
Key-PointDetection.............................................................. 31
YingWang,YiguangLiu,ZhenyuXu,YunanZheng,andWeijieHong
The Application of Image Processing in UAV Reconnaissance
InformationMiningSystem..................................................... 41
QiufengPan,JiaxingWang,HangYu,WenjunZhang,andPengYue
AnObjectDetectionAlgorithmforUAVReconnaissanceImage
BasedonDeepConvolutionNetwork.......................................... 53
XinpingGuo,XiangbinLi,QiufengPan,PengYue,andJiaxingWang
VisualizationofHorizontalSettlingSlurryFlowUsingElectrical
ResistanceTomography ......................................................... 65
KunLi,MiWang,andYanHan
CSAR Moving Target Detection with Logarithm Background
SubtractionBasedonOptimalAzimuthApertureAnalysis ................ 77
WenjieShen,YunLin,FeiTeng,YanpingWang,andWenHong
ShipDetectionUsingX-BraggScatteringModelBasedonCompact
PolarimetricSAR ................................................................ 87
Chenghui Cao, Xingpeng Mao, JieZhang, Junmin Meng, Xi Zhang,
andGenwangLiu
ix
