The Proceedings of the International Conference on Sensing and Imaging, 2018 PDF
Preview The Proceedings of the International Conference on Sensing and Imaging, 2018
Lecture 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 ThebookseriesLectureNotesinElectricalEngineering(LNEE)publishesthelatestdevelopmentsin Electrical Engineering - quickly, informally and in high quality. While original research reported in proceedingsandmonographshastraditionallyformedthecoreofLNEE,wealsoencourageauthorsto submitbooksdevotedtosupportingstudenteducationandprofessionaltraininginthevariousfieldsand applicationsareasofelectricalengineering.Theseriescoverclassicalandemergingtopicsconcerning: (cid:129) CommunicationEngineering,InformationTheoryandNetworks (cid:129) ElectronicsEngineeringandMicroelectronics (cid:129) Signal,ImageandSpeechProcessing (cid:129) WirelessandMobileCommunication (cid:129) CircuitsandSystems (cid:129) EnergySystems,PowerElectronicsandElectricalMachines (cid:129) Electro-opticalEngineering (cid:129) InstrumentationEngineering (cid:129) AvionicsEngineering (cid:129) ControlSystems (cid:129) Internet-of-ThingsandCybersecurity (cid:129) BiomedicalDevices,MEMSandNEMS For general information about this book series, comments or suggestions, please contact leontina. [email protected]. Tosubmitaproposalorrequestfurtherinformation,pleasecontactthePublishingEditorinyour country: China JasmineDou,AssociateEditor([email protected]) India SwatiMeherishi,ExecutiveEditor([email protected]) AnindaBose,SeniorEditor([email protected]) Japan TakeyukiYonezawa,EditorialDirector([email protected]) SouthKorea Smith(Ahram)Chae,Editor([email protected]) SoutheastAsia RameshNathPremnath,Editor([email protected]) USA,Canada: MichaelLuby,SeniorEditor([email protected]) AllotherCountries: LeontinaDiCecco,SeniorEditor([email protected]) ChristophBaumann,ExecutiveEditor([email protected]) **Indexing:ThebooksofthisseriesaresubmittedtoISIProceedings,EI-Compendex,SCOPUS, MetaPress,WebofScienceandSpringerlink** Moreinformationaboutthisseriesathttp://www.springer.com/series/7818 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 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation, broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformation storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodology nowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG. Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland 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
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