Prof. Oge Marques, PhD 31 July 2017 · Prof. Oge Marques, PhD ... (co-developed with Jeremy Jacob)...

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Prof.OgeMarques,PhD

CurriculumVitae

31July2017

Contactdetails

FloridaAtlanticUniversity(FAU)CollegeofEngineering&ComputerScienceDepartmentofComputer&ElectricalEngineeringandComputerScience(CEECS)777GladesRoadBocaRaton,FL33431USAPhone: +1(561)297-3857Email: [email protected] URL: http://www.eng.fau.edu/directory/faculty/marques/Skype: ProfessorOge

Education

• Ph.D. in Computer Engineering, FloridaAtlanticUniversity, BocaRaton, FL (USA), Aug. 2001.Dissertation:“Content-BasedImageRetrievalUsingRelevanceFeedback”.Advisor:Prof.BorkoFurht.

• Master’s in Electronic Engineering, Philips International Institute / Eindhoven University ofTechnology,Eindhoven(theNetherlands),May1989.

• B.Sc. inElectricalEngineering,CentroFederaldeEducaçãoTecnológicadoParaná (CEFET-PR)(nowUniversidadeTecnológicaFederaldoParaná-UTFPR)Curitiba-PR(Brazil),Feb.1987.

Currentandpastpositions(selected)

• Professor,CollegeofEngineering&ComputerScience,FAU(2014–Present)

• Professor(bycourtesy),CollegeofBusiness,FAU(2015–Present)

• Associate Director, NSF Industry/University Cooperative Research Center (I/U CRC) forAdvancedKnowledgeEnablement(CAKE),FAU(2016–Present)

• AssociateProfessor,CEECSDepartment,FAU(2007–2014)

• AssistantProfessor,DepartmentofComputerScienceandEngineering,FAU(2001–2007)

• Instructor,DepartmentofComputerScienceandEngineering,FAU(1999–2001)

• AssociateProfessor,Dept.ofElectricalEngineering,CEFET-PR,Curitiba(Brazil)(1993–1997)

• AssistantProfessor,Dept.ofElectricalEngineering,CEFET-PR,Curitiba(Brazil)(1989–1993)

CurriculumVitae:OgeMarques

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• LecturerandChair,Dept.ofComputerScience,FESP,Curitiba(Brazil)(1992–1997)

• Assistant Professor, Dept. of Computer Science and Engineering, PUC-PR, Curitiba (Brazil)(1991–1994)

• Research Assistant, Computer Vision & Graphics Group, Philips Research Laboratories,Eindhoven(Netherlands)(1988–1989)

• High-schoolTeacher,DepartmentofElectronics,CEFET-PR,Curitiba(Brazil)(1983–1989)

ProfessionalRecognition,Honors,andAwards(selected)

• ACMDistinguishedSpeaker(2014-present).

• MemberoftheEindhovenUniversityofTechnologyAlumniAssociation(2010-present).

• MemberofTauBetaPi,inductedasEminentEngineer(2009-present).

• SeniorMemberoftheIEEE(InstituteofElectricalandElectronicsEngineers)(2009-present).

• SeniorMemberoftheACM(AssociationforComputingMachinery)(2009-present).

• MemberofSigmaXi,thehonorsocietyofresearchscientistsandengineers.(2009-present).

• MemberofUpsilonPiEpsilon(2004-present).

• MemberoftheHonorSocietyofPhiKappaPhi(1999-present).

• Outstanding Mid-Career Teaching Award, American Society for Engineering Education -SoutheasternSection(ASEE-SE)(2011).

• Excellence and Innovation in Undergraduate Teaching Award, Florida Atlantic University(2011).

• Highly Commended Award at the Literati Network Awards for Excellence 2008, for the paper“DesignofamultimediatrafficclassifierforSnort”,publishedintheInformationManagement&ComputerSecurityjournal(2008).

• Hot Course Award (for the Cutting-edgeWeb Technologies course), Department of ComputerScienceandEngineering,FloridaAtlanticUniversity(2008).

• CollegeofEngineeringandComputerScienceDean’sFacultyAward(2004-05).

• ExcellenceinUndergraduateTeachingAward,FloridaAtlanticUniversity(2004).

• ExcellenceinTeachingandSuperbStudentEvaluationAward–DepartmentofComputerScienceandEngineering,FloridaAtlanticUniversity(2002).

• HonorableMention(Top10worldwide) in the IEEECSIDC2002competition,as thementoroftheFAU“CodeBlue”Team,Washington,D.C.,June2002.

• GraduateScholarship,FAUChapterofPhiKappaPhi(1999).

• Dr.DanielB.NewellandAurelB.NewellDoctoralFellowship,FloridaAtlanticUniversity(1999-2000).


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MembershipinProfessionalAssociationsandSocieties

• SeniorMember,AssociationforComputingMachinery(ACM)

• SeniorMember,InstituteofElectricalandElectronicsEngineers(IEEE)

• Member,AmericanSocietyforEngineeringEducation(ASEE)

Research

• Since 1998, I have published 9 books, 10+ invited book chapters/sections, 20+ refereedinternational journal publications, 70+ refereed papers in scientific conferences, and severalinvitedpapersandotherpublications.Alistoftheseappearsonpages16–25.

• My current research interests lie under the umbrella of “intelligent processing of visualinformation”andinclude:

o Medicalimageanalysisusingdeeplearning

o Usinghumancomputation–particularlycrowdsourcingandgames–tosolveimageprocessingandcomputervisionproblems

o Visualinformationretrievalsystems,algorithmsandtechniques

• Ongoing projects,whose demos are available online, andwhose underlying research aspectshaveprovidedthebasis forBSandMStheses,PhDdissertations, internationalcollaborations,andpublications,include:

o Guess That Face [http://tinyurl.com/guessthatface]: a game with a purpose(GWAP) inwhich playersmust guess the name of a celebritywhose face appearsblurred. The game combines a successful casual game paradigmwithmeaningfulapplicationsinbothhuman-andcomputer-visionscience.

o Click’n’Cut [http://tinyurl.com/clickncut] (developed jointly with ENSEEIHT-Université de Toulouse, France and Universitat Politècnica de Catalunya (UPC),Barcelona): an interactive segmentation tool that combines clicks generated byuserstoobtainaccurateobjectsegmentations.

• Icurrently(co-)supervise3PhDDissertations(twoatFAU)and1Master’sThesis(atFAU).

• I have previously (co-) supervised to completion 6 PhD students and 14 Master’s students,listedbelow.

SupervisedPhDDissertations(6)

• MarioTaschwer, "Concept-BasedandMultimodalMethods forMedicalCaseRetrieval,"Alpen-Adria Universität Klagenfurt, Klagenfurt, Austria, 2017. (co-advisor with Prof. LaszloBöszörmenyi)

• AleksandarColic,“DesignandImplementationofDriverDrowsinessDetectionSystem”,FloridaAtlanticUniversity,2014.(advisor)


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• Joel Gibson, “Sparse and Low Rank Constraints on Optical Flow and Trajectories”, FloridaAtlanticUniversity,2014.(advisor)

• Gustavo B. Borba, "Automatic Extraction of Regions of Interest from Images Based on VisualAttentionModels",UniversidadeTecnológicaFederaldoParaná (UTFPR) (Curitiba-PR,Brazil),2010.(co-advisorwithDr.HumbertoR.Gamba)

o GustavoB.BorbaiscurrentlyAssistantProfessoratUTFPR(Curitiba-PR,Brazil)

• Liam M. Mayron, “Image retrieval using visual attention”, Florida Atlantic University, 2008.(advisor)

• Dubravko Culibrk, “Neural Network Approach to Bayesian Background Modeling for VideoObjectSegmentation”,FloridaAtlanticUniversity,2006.(co-advisorwithDr.BorkoFurht)

o Dubravko Culibrk is currently Associate Professor at the University of Novi Sad(NoviSad,Serbia)

SupervisedMaster’sTheses(14)

• Maryam Eneim, “An intelligent method for violence detection in live video feeds”, FloridaAtlanticUniversity,2016.(advisor)

• Jhanon James, “Face processing using mobile devices”, Florida Atlantic University, 2016.(advisor)

• RafaelGiustiUrbina, “A systematicevaluationofobjectdetectionandrecognitionapproacheswithcontextcapabilities”,FloridaAtlanticUniversity,2011.(advisor)

• ChristophKofler,"UserIntentClassificationforDigitalPhotoRetrieval",Alpen-AdriaUniversitätKlagenfurt,Klagenfurt,Austria,2010.(co-advisorwithProf.LaszloBöszörmenyi)

• Joel Gibson, “FuzzyCUDA: InteractiveMatte Extraction on a GPU”, FloridaAtlanticUniversity,2008.(advisor)

• Carlos Pertuz, “Methods and Algorithms for Human Detection in Video Sequences”, FloridaAtlanticUniversity,2007.(advisor)

• AlvaroFonseca, “AStudyon ImplementingAutonomousVideoSurveillanceSystemsBasedonOpticalFlowConcept”,FloridaAtlanticUniversity,2007.(co-advisorwithDr.HanqiZhuang)

• Pierre Baillargeon, “A Method for Adding Multimedia Knowledge For Improving IntrusionDetectionSystems”,FloridaAtlanticUniversity,2005.(advisor)

• XundongDing,“Web-BasedAcademicAdvisingSystem”,FloridaAtlanticUniversity,2002.(co-advisorwithDr.SamHsu)

• FabioCosta,“UsingColorImageProcessingTechniquestoImprovethePerformanceofContent-Based ImageRetrievalSystems”,FloridaAtlanticUniversity,2001. (co-advisorwithDr.BorkoFurht)

• AlexHolztratner, “AutomaticRouting of FacsimileMessages”, CEFET-PR (Curitiba-PR,Brazil),1993.(co-advisorwithDr.WalterGodoyJunior)

• MarcosAlberto Lopes, “Development of anOptical CharacterRecognition (OCR) SystemwithLearningCapabilities”,CEFET-PR(Curitiba-PR,Brazil),1992.(advisor)


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• Carlos Alberto Jayme, “Image Compression Method for Signatures”, CEFET-PR (Curitiba-PR,Brazil),1992.(co-advisorwithDr.WalterGodoyJunior)

• CionCassianoBasso, “ComputerizedNumericalControl(CNC) forPrintedCircuitBoard(PCB)Drilling Machines”, CEFET-PR (Curitiba-PR, Brazil), 1992. (co-advisor with Dr. AltamiroAmadeuSuzim)

Researchfunding

Recentlyfundedresearchgrantsarelistedbelow.Date ProjectTitle Sponsor Role Totalamount

2017-2018

CrossDisciplinary/Inter-Generational"TechnologyTranslationTeams(T3's)"

FarrisFoundation Co-PI US$100,000.00

2017-2018

Multi-channelreal-timevideoenhancement

NSFIndustry/UniversityCooperativeResearchCenterforAdvancedKnowledgeEnablement(CAKE)

Co-PI US$30,000.00

2016-2017

Medicalimageanalysisusingdeeplearningtechniques

NSFIndustry/UniversityCooperativeResearchCenterforAdvancedKnowledgeEnablement(CAKE)

PrincipalInvestigator(PI)

US$59,734.00

2016-2017

AmazonAWSCloudCreditsforResearch:Melanomadetectionusingdeeplearning

AmazonWebServices PI US$2,000.00(incomputingtime)

2015-2020

NSFIndustry/UniversityCooperativeResearchCenterforAdvancedKnowledgeEnablement(CAKE)–PhaseII

NSF Co-PI US$225,000.00

2015-2016

FastViolenceDetectioninSurveillanceScenes

NSFCAKE Co-PI US$86,840.00

2015-2016

Multimedia–ImageAnalysisandProcessing

NSFCAKE Co-PI US$25,000.00

2013 AlgorithmsforIdentifyingAbnormalBehaviorofDrivers

NSFCAKE PI US$12,627.22


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Date ProjectTitle Sponsor Role Totalamount

2010-2011

Targetidentificationandimageanalysistechniquesfordetectinglargeseaanimalsfromaerialsurveys

FAU’sSoutheastNationalMarineRenewableEnergyCenter(SNMREC)

SeniorResearcher

US$158,676.94

2006-2007

CoastlineSecurityTechnologies

U.S.OfficeofNavalResearch(ONR)

Co-PI US$232,552.00

2005-2006

CoastlineSecurityTechnologies

U.S.OfficeofNavalResearch(ONR)

Co-PI US$276,022.00

2005-2006

IntrusionDetectionSystemsandSecureMultimediaCommunications

U.S.DepartmentofDefense(DoD)

Co-PI US$60,414.00

InstructionalExperience(selectedcoursesatFAU,1999-present)

Newcourses,developedbyDr.Marques,aremarkedwithan(*).Coursesindicatedwith:arealsoavailablefullyonline.

Graduate-LevelCourses(9)• Cutting-EdgeWebTechnologies(*):

• DigitalImageProcessing(*):

• FoundationsofVision(*):

• InformationSecurityManagement:

• iOSProgramming(*)(co-developedwithJeremyJacob)

• MachineLearningforComputerVision(*)

• MobileAppsforBusiness(*)

• VideoProcessing

• VisualInformationRetrieval(*)

Undergraduate-LevelCourses(17)• Cutting-EdgeWebTechnologies(*):

• DataStructures&Algorithms

• DigitalImageProcessing(*):

• FoundationsofComputerScience

• IntroductiontoArtificialIntelligence:


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• IntroductiontoDataCommunications

• IntroductiontoInternetComputing:[QualityMatters(QM)Certified]

• IntroductiontoMicroprocessor-BasedSystems

• IntroductiontoProgrammingin'C'

• IntroductiontotheInternet(*)

• iOSProgramming(*)(co-developedwithJeremyJacob)

• LeadershipDevelopmentWorkshop(*)(co-developedwithEdgarAn)

• LogicDesign

• MobileAppsforBusiness(*)

• PrinciplesofSoftwareEngineering

• SeniorSeminar

• WebServices(*):

Academicvisits(selected)

• Alpen-Adria Universität Klagenfurt, Klagenfurt, Austria, May 2017, Host: Prof. Dr. LaszloBöszörmenyi

o Invitedguestgraduate-levelcourse:“MedicalImageAnalysisUsingDeepLearning”o Colloquium:“AdvancesandChallengesinVisionScience”

• Technische Universität Wien, Vienna, Austria, April-May 2017, Host: Prof. Dr. ChristianBreiteneder

o Invitedguestgraduate-levelcourse:“AdvancesandChallengesinVisionScience”o Publiclecture:“Canyoutrustwhatyousee?Themagicofvisualperception”


o Colloquium:“Canyoutrustwhatyousee?Themagicofvisualperception”


o Invitedguestgraduate-levelcourse:“MachineLearningforComputerVision”o Colloquium:“Usinggamestoimprovecomputervisionsolutions”

• UTFPR,Curitiba-PR,Brazil,May/June2012,Host:Prof.Dr.HumbertoR.Gambao Invitedguestgraduate-levelcourse:“MachineLearningforComputerVision”o Invitedtalk:“Imageretrieval:challengesandopportunities”


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• UniversitatPolitècnicadeCatalunya(UPC),Barcelona,Spain,March2012,Host:Prof.Dr.FerranMarqués

o Invitedtalk:“MobileVisualSearch”

• ENSEEIHT Engineering School, University of Toulouse, France, February/March 2012, Host:Prof.Dr.VincentCharvillat

• Alpen-Adria Universität Klagenfurt, Klagenfurt, Austria, January 2012, Host: Prof. Dr. LaszloBöszörmenyi

o Invitedguestgraduate-levelcourse:“DigitalImageProcessingUsingMATLAB”o Colloquium:“MobileVisualSearch”

• Alpen-Adria Universität Klagenfurt, Klagenfurt, Austria, June 2010, Host: Prof. Dr. LaszloBöszörmenyi

o Invitedguestgraduate-levelcourse:“DigitalImageProcessingUsingMATLAB”o Colloquium:“RecentAdvancesinVisualInformationRetrieval”

• ENSEEIHT Engineering School, University of Toulouse, France, May 2010, Host: Prof. Dr.VincentCharvillat

• UniversidadeFederaldeGoiás (UFG),Goiania,Brazil,March2010,Host:Prof.Dr.LeandroLuisGaldinodeOliveira

o Invited guest graduate-level course: “Digital Image Processing Using Java andImageJ”

o Invitedtalk:“Promisingavenuesforinterdisciplinaryresearchinvision”

• Alpen-Adria Universität Klagenfurt, Klagenfurt, Austria, June 2009, Host: Prof. Dr. LaszloBöszörmenyi

o Invitedguestgraduate-levelcourse:“VisualInformationRetrieval”

o Colloquium:“Promisingavenuesforinterdisciplinaryresearchinvision”

• UTFPR,Curitiba-PR,Brazil,July2008,Host:Prof.Dr.HumbertoR.Gambao Invitedguestgraduate-levelcourse:“VisualInformationRetrieval”o Invitedtalk:“VisualInformationRetrieval”

• Alpen-Adria Universität Klagenfurt, Klagenfurt, Austria,May/June 2008, Host: Prof. Dr. LaszloBöszörmenyi

o Invitedguestgraduate-levelcourse:“VisualInformationRetrieval”

o Colloquium:“Imageretrievalusingcomputationalmodelsofvisualattention”

Keynotes/PlenaryTalks

• Plenary talk: "Inspiring Actions for Successful Engineering Education", Fourth IEEEInternational Conference on MOOCs, Innovation and Technology in Education (MITE 2016),Madurai,India,December2016.


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• Overview talk: “Using Games to Solve Challenging Multimedia Problems”, ACM MultimediaSystems2016Conference–KlagenfurtamWörthersee,Austria,May2016.

• Keynote speech: “Visual Information Retrieval: Advances, Challenges and Opportunities”, 4thInternationalConferenceonAdvancesinComputing,CommunicationsandInformatics(ICACCI)–Kochi,India,Aug2015.

• Keynote speech: “Advances and Challenges in Visual Information Search and Retrieval”, 8thBrazilianComputerVisionWorkshop(WVC2012)–Goiania-GO,Brazil,May2012.

• Keynotespeaker,IIIEnditecTechnologicalWorkshop,UTFPR,Medianeira-PR,Brazil,November2006.

Tutorialsandshortcourses(selected)

• Tutorial: “Medical image analysis using deep learning”, IEEE 7th International Conference onImageProcessingTheory,ToolsandApplications(IPTA2017),Montreal,Canada,Nov28–Dec1,2017.(upcoming)

• Tutorial: “Medical image analysis using deep learning”, IASTED International Conference onBiomedicalEngineering,Innsbruck,Austria,February2017.

• Workshop: "Image processing using MATLAB", Thiagarajar College of Engineering (TCE),Madurai,India,December2016.

• 4-lectureseries: “InnovativeTechnologies forEverydayLife”,LifelongLearningSociety (LLS),FloridaAtlanticUniversity,Jan-Feb2016.

• 4-lecture series: “Social Media and Smartphones”, Lifelong Learning Society (LLS), FloridaAtlanticUniversity,October2014.

• Mini-course: “Image Processing and Computer Vision in iPhone and iPad”, 7th BrazilianComputerVisionWorkshop(WVC2011),Curitiba-PR,Brazil,May2011.

• Tutorial: “Advances in Image Search and Retrieval”,IASTED International Conference onInternetandMultimediaSystemsandApplications(IMSA)2011,Washington,DC,May2011.

• Tutorial: “Visual Information Retrieval”, IASTED International Conference on Internet andMultimediaSystemsandApplications(EuroIMSA)2008,March2008,Innsbruck,Austria.

• Shortcourse:“VisualInformationRetrieval”,CEFET-PR,Curitiba-PR,Brazil,July2003.

• Tutorial: “Video Databases: design and applications”, IASTED International Conference onDatabasesandApplications,Innsbruck,Austria,February2003.

OtherInvitedLecturesandPresentations(selected)

• Lecture: “Visual intelligence: learning how to sharpen our perception of theworld”, LifelongLearningSociety(LLS),FloridaAtlanticUniversity,December2017.(upcoming)

• Lecture: “Face recognition by humans and computers”, St. Andrews Estates, Boca Raton,September2017.(upcoming)


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• Invited talk: "Using games to solve challenging multimedia problems," U.S. Army Corps ofEngineersEngineeringResearchandDevelopmentCenter(ERDC),Vicksburg,MS,June2017.

• Invited talk: "MachineLearningandApplications", Indian Instituteof InformationTechnologyandManagement,Kerala(IIITM-K),Trivandrum,India,December2016.

• Lecture:“Facerecognitionbyhumansandcomputers”,LifelongLearningSociety(LLS),FloridaAtlanticUniversity,November2016.

• Lecture:“Visualintelligence:learninghowtosharpenourperceptionoftheworld”,St.AndrewsEstates,BocaRaton,October2016.

• Lecture: “Can you trustwhat you see? Themagic of visual perception”, St. Andrews Estates,BocaRaton,August2016.

• Invited talk: “IntelligenceProcessingofVisual Information:ResearchOverview”,UniversityofNorthCarolina,Charlotte-NC,August2016.

• Lecture: “Can you trust what you see? The magic of visual perception”, Edgewater PointeEstates,BocaRaton,July2016.

• Lecture: “Can you trust what you see? The magic of visual perception”, West Boca MedicalCenterAnnualStaffMeeting,BocaRaton,May2016.

• Lecture: “Can you believe your eyes? What visual illusions can teach us about our brains”,LifelongLearningSociety(LLS),FloridaAtlanticUniversity,March2016.

• Lecture: “Can you trust what you see? The magic of visual perception”, Lifelong LearningSociety(LLS),FloridaAtlanticUniversity,December2015.

• Invited talk: “Promoting Digital Fluency on Campus”, Teaching with Technology Showcase,FloridaAtlanticUniversity,Jupiter-FL,April2015.

• Invitedtalk:“ImageProcessingandComputerVisionin iOS”, iOSDay,UniversidadeFederaldoTriânguloMineiro(UFTM),Uberaba,Brazil,December2013.

• Dinner speech: “Adventures in Visual Perception”, MMM 2012, Klagenfurt, Austria,January2012.

• Invitedtalk:“Imagesearchandretrieval:wherearewenow?”,DelftUniversityofTechnology,Delft,theNetherlands,October2010.

• Invited talk: “20yearsof adventure in imageprocessing: it all startedhere!”, PEIAA "SharingExperiences"@50+YearsofPIIConference,EindhovenUniversityofTechnology,Eindhoven,theNetherlands,September2010.

• Invitedtalk:“Promisingavenuesforinterdisciplinaryresearchinvision”,UniversidadeEstadualdeCampinas(UNICAMP),Campinas,Brazil,March2010.

• Invited talk: “Image organization, annotation, and retrieval from a human-centeredperspective”,MIMOS,KualaLumpur,Malaysia,July2008.

• Invitedtalk:“Theroleofsemanticsinmultimediainformationretrieval”,MIMOS,KualaLumpur,Malaysia,July2008.

• Invited talk: “Visual Information Retrieval: challenges and opportunities”, MIMOS, KualaLumpur,Malaysia,July2008.


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• Invited talk: “Image organization, annotation, and retrieval from a human-centeredperspective”,TUGraz,Graz,Austria,May2008.

• GuestLecturer:“Content-BasedMultimediaSearchandRetrieval”,IEEEComputerSociety,BocaRaton-FL,November2001.

ProfessionalService(selected)

• Reviewerforscienceandtechnologyfundingagencies,including:

o AustrianScienceFund(FWF)

o HongKong’sInnovationandTechnologyCommission

o NetherlandsOrganisationforScientificResearch(NWO)

• Reviewerforscientificjournals,including:

o ACMTransactionsonMultimediaComputingCommunicationsandApplications

o EURASIPJournalonImageandVideoProcessing

o IEEETransactionsonCircuitsandSystemsforVideoTechnology

o IEEETransactionsonImageProcessing

o IEEETransactionsonMultimedia

o IEEETransactionsonSystems,ManandCybernetics

o JournalofSensorsandSensorSystems

o MultimediaToolsandApplications

o PatternRecognition

Conference/WorkshopOrganization(selected)

• Technical Program Committee Member and Reviewer, IEEE 7th International Conference onImageProcessingTheory,ToolsandApplications(IPTA2017),Montreal,Canada,Nov28–Dec1,2017.

• Reviewer, 6th International Conference on Advances in Computing, Communications andInformatics(ICACCI),ManipalUniversity,Karnataka,India,September13-16,2017.

• General Chair, Fourth International Symposium on Computer Vision and the Internet(VisionNet’17),ManipalUniversity,Karnataka,India,September13-16,2017.

• Reviewer, Medical Image Computing and Computer Assisted Intervention (MICCAI) 2017,Sep10-14,2017,Quebec,Canada.

• International ProgramCommitteeMember, First IEEE International Conference on AdvancedComputationalandCommunicationParadigms(ICACCP),Majitar,India,September8-10,2017.

• TechnicalProgramCommitteeMemberandReviewer,ACMMultimediaSystems(MMSys)2017,Taipei,Taiwan,June20-23,2017.


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• Reviewer,ProgramCommitteeMember,andLiaisonfortheAmericas,InternationalWorkshoponContent-BasedMultimediaIndexing(CBMI2017),Firenze,Italy,June19-21,2017.

• Reviewer and Program Committee Member, ACM International Conference on MultimediaRetrieval(ICMR2017),Bucharest,Romania,June6-9,2017.

• Program Chair, Third International Symposium on Computer Vision and the Internet(VisionNet’16),Jaipur,India,September2016.

• Steering Committee Member, International Conference on Applied Soft Computing andCommunicationNetworks(ACN),Jaipur,India,September2016.

• Steering Committee Member, 5th International Conference on Advances in Computing,CommunicationsandInformatics(ICACCI),Jaipur,India,September2016.

• Reviewer and Program Committee Member, 14th International Workshop on Content-BasedMultimediaIndexing(CBMI2016),Bucharest,Romania,June2016.

• Reviewer,IEEESoutheastCon2016,Norfolk,VA,March-April2016.

• Technical Program Committee Member, 8th International Conferences on Advances inMultimedia(MMEDIA2016),Lisbon,Portugal,February21-25,2016

• AdvisoryCommitteeMember,2ndInternationalSymposiumonSignalProcessingandIntelligentRecognitionSystems(SIRS'15),Trivandrum,India,December2015.

• Reviewer and Program Committee Member, 13th International Workshop on Content-BasedMultimediaIndexing,Prague,CzechRepublic,June2015.

• Reviewer,IEEESoutheastCon2015,FortLauderdale,FL,April2015.

• Co-chair for the Doctoral Symposium, ACM International Conference on Multimedia 2014(Orlando,FL,November2014).

• Reviewer and Program CommitteeMember, 10th Brazilian Computer VisionWorkshop (WVC2014),Uberlandia,Brazil,October2014.

• Reviewer and Program Committee Member, 12th International Workshop on Content-BasedMultimediaIndexing,Klagenfurt,Austria,June2014.

• Reviewer and Program Committee Member, 2nd International Workshop on InteractiveContent Consumption (WSICC), co-locatedwith TVX 2014 (ACM International Conference onInteractiveExperiencesforTVandOnlineVideo),NewcastleuponTyne,UK,June2014.

• US Liaison and Technical Program Committee Member, 18th International Conference onMultiMediaModeling(MMM2012),Klagenfurt,Austria,January4-6,2012.

• Technical Program Committee Member, 1st Workshop on Multimedia on the Web (MMWeb2011),inconjunctionwithi-Knowandi-Semantics2011,8thSept.2011,Graz,Austria.

• Technical Program Committee Member, 12th International Workshop of the MultimediaMetadataCommunityonSemanticMultimediaDatabaseTechnologies(SMDT2010),co-locatedwiththe5thInternationalConferenceonSemanticandDigitalMediaTechnologies(SAMT2010)(Saarbrücken,Germany,December2010).

• Technical Program Committee Member, 4th International Conference on Multimedia andUbiquitousEngineering(MUE2010)(RedwoodCity,SanFranciscoBay,CA,USA,June2010).


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• ProgramCommitteeMember, special track on "Self-organizingmultimedia architectures", 2ndInternationalConferenceonAdvancesinMultimedia(MMEDIA2010)(Athens,Greece,June13-19,2010).

• TechnicalProgramCommitteeMember,WorkshoponInteroperableSocialMediaApplications(WISMA 2010), 11th International Workshop of the Multimedia Metadata Community,Barcelona(Spain),May19-21,2010.

• Member of the International Advisory Board, 4th International Technology, Education andDevelopmentConference(INTED2010),Valencia(Spain),March8-10,2010.

• Technical Program CommitteeMember, SeMuDaTe2009 (Workshop on SemanticMultimediaDatabase Technologies), 10th Workshop of the Multimedia Metadata Community, co-locatedwiththe4thInternationalConferenceonSemanticandDigitalMediaTechnologies(Graz,Austria,December2009).

• Program CommitteeMember, 9thWorkshop of theMultimediaMetadata Community (with aspecial focus on context-aware mobile multimedia services), co-located with CORESA'09(Toulouse,France,March2009).

• Program Committee Member, workshop on “Integrating Taxonomies and Folksonomies forEnhanced Knowledge Navigation (ITFEKN 2008)”, co-located with the 7th InternationalConference on Practical Aspects of Knowledge Management (PAKM) 2008 (Yokohama, Japan,November2008).

• Program Committee Member, workshop on "Knowledge Discovery and Data Mining FromMultimedia Data and Multimedia Applications", held in conjunction with IEEE InternationalConferenceonDataMining(ICDM)2007(Omaha,NE,October2007).

• ProgramCommitteeMember,IEEEInternationalConferenceonToolswithArtificialIntelligence(ICTAI)2007(Patras,Greece,October2007).

• Program Committee Member, 3rd Brazilian Symposium on Information Systems (SBSI 2006)(Curitiba-PR,Brazil,November2006).

• Program CommitteeMember,44thACM Southeast Conference (ACMSE 2006). (Melbourne, FL,March2006).

• Co-chair,WorkshoponWirelessMultimedia,partoftheIEEESixthInternationalSymposiumonMultimediaSoftwareEngineering(Miami,FL,December2004).

• Program Committee Member, 1st ACM Workshop on Next Generation Residential BroadbandChallenges(NRBC2004),partofACMMultimedia2004(NewYork,NY,October2004).

• Organizerandco-chairofaspecialtrackonImageandVideoDatabasesfortheACMSAC2003(Melbourne,FL,March2003).

• Program Committee Member, IASTED Third International Conference on Internet andMultimediaSystemsandApplications(IMSA),Nassau,Bahamas,October1999.

• Program Committee Member, IEEE International Conference on Multimedia Computing andSystems,Florence(Italy),1999.


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PhDcommittees

• PhDcommitteememberforMr.RobertFennell,“Biological imaging,detectionandprocessing”,Advisor:Dr.WaseemAshgar,DepartmentofComputer&ElectricalEngineeringandComputerScience,FAU(inprogress).

• PhD committee member for Ms. Deepti Pappusetty, “Human visual perception and videoprocessing”, Advisor: Dr. Hari Kalva, Department of Computer & Electrical Engineering andComputerScience,FAU(inprogress).

• External reviewer for the PhD thesis of Mr. Khurram Zeeshan Haider, “Intelligent GenderIdentification Using Diverse Facial Features in Different Conditions”, Advisor: Dr. TabassamNawaz,UniversityofEngineeringandTechnologyTaxila,Pakistan(2017).

• External reviewer for the PhD thesis of Mr. Zahid Mehmood, “An Intelligent Sparse VisualFeature Descriptors for Content Based Image Retrieval”, Advisor: Syed Muhammad Anwar,UniversityofEngineeringandTechnologyTaxila,Pakistan(2016).

• External reviewer for the PhD thesis of Mr. Toqeer Mehmood, “Forgery Detection in DigitalImages Using Computational Intelligence”, Advisor: Dr. Tabassam Nawaz, University ofEngineeringandTechnologyTaxila,Pakistan(2016).

• External reviewer and PhD committee member for Mr. Derrick Schlangen, “The role ofperipheralvisioninbuildingscenerepresentations”,Advisor:Dr.ElanBarenholtz,DepartmentofPsychology,FAU(2016).

• External reviewer for the PhD thesis ofMr.NoumanAli, “ImageRetrievalUsing Visual ImageFeatures and Automatic Image Annotation”, Advisor: Dr. Khalid Bashir Bajwa, University ofEngineeringandTechnologyTaxila,Pakistan(2016).

• External reviewer and PhD committee member for Mr. Nicolas Bertrand, “Content DeliveryNetwork for Digital Cinema”, Advisor: Dr. Jean-Denis Durou, ENSEEIHT Engineering School,UniversityofToulouse,France(2015).

• PhD committee member for Mr. Diego Pava, “Transmitter-receiver system for time averageFourier telescopy”, Advisor: Dr. William T. Rhodes, Department of Computer & ElectricalEngineeringandComputerScience,FAU(2014).

• President of the jury and external reviewer forMr. Axel Carlier, “Combining content analysiswith usage analysis to better understand visual contents”, Advisor: Dr. Vincent Charvillat,ENSEEIHTEngineeringSchool,UniversityofToulouse,France(2014).

• PhDcommitteememberforMr.BrankoPetljanski,“ImageImprovementUsingDynamicOpticalLow-PassFilter”,Advisors:Dr.BorkoFurhtandDr.WilliamT.Rhodes,DepartmentofComputer&ElectricalEngineeringandComputerScience,FAU(2010).

• External reviewer and PhD committeemember forMr. Klaus Schöffmann, “Immediate VideoExploration: Enabling Explorative Search in Videos for Instantaneous Use by Fast ContentAnalysisandIntegrationofUsers’Expertise”,Advisor:Dr.LaszloBöszörmenyi,ITEC,KlagenfurtUniversity,Klagenfurt,Austria(2009).

• External reviewer and PhD committee member for Ms. Milica Milosavljevic, “The effects ofpreattention in an online advertising context: a neuroscience perspective”, Advisor: Dr. Eric H.Shaw,DepartmentofMarketing,FAU(2007).


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• External reviewer and PhD committee member for Mr. David Nichols, “Interaction betweensurface-based and edge-based motion mechanisms in the perception of apparent motion”,Advisor:Dr.HowardHock,DepartmentofPsychology,FAU(2006).

• PhDcommitteemember forMr.Daniel Socek, “Permutation-BasedTransformations forDigitalMultimediaEncryptionandSteganography”,Advisor:Dr.BorkoFurht,DepartmentofComputerScienceandEngineering,FAU(2006).

• PhD committee member for Mr. Praveeen Sanigepalli, “Innovative Video Error ResilientTechniques forMBMSSystems”,Advisor:Dr.HariKalva,DepartmentofComputer ScienceandEngineering,FAU(2005).

ServicetotheInstitution(since1999)

Department• ExecutiveCommittee(2003-2005and2009-present)

• UndergraduateCSProgramCommittee(2008-2009,2013-present(Chair))

• LibraryLiaison(2007-2011and2012-present)

• InstructorSearchCommittee(2017)

• PersonnelCommittee(2009-2010and2013-2016)

• UndergraduateCEProgramCommittee(2001-2002and2013-2015)

• AssociateChair(2009-2014)

• ABETCoordinatorforComputerEngineering(2012-2014)

• ClassSchedulingCommittee(2009-2014)

• TA/GACommittee(2002-2008and2009-2011and2012-2013)

• ResearchCommittee(2009-2011)

• StudentAffairsCommittee(2009-2010)

• CoordinatoroftheCSEPhDQualifyingExam(2006-2009)

• AcademicadvisorforCSEgraduatestudentswithminorinBusiness(2006-2009)

• GraduateProgramsCommittee(2002-2009)

• InternetTechnologyMSCommittee(2001-2002)

College• CP&DCommittee(2015-present)

• UndergraduateProgramCommittee(2012-2013,2014-2015,and2016-present)

• PetitionsCommittee(2012-2015)

• InnovationLeadershipProgramCommittee(2012-2014)

• ResearchCommittee(2008-2011)


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• Facultyco-advisorfortheFAUBetaChapteroftheUpsilonPiEpsilon(UPE)(2004–2011)

• PersonnelCommittee(2009-2010)

• Faculty advisor for the FAU Chapter of the Society of Hispanic Professional Engineers (SHPE)(2001-2008)

University• MindfulnessWorkingGroup(underthePeace,Justice,andHumanRightsinitiative–Officeofthe

Provost)(2017-present)

• Hispanic-serving Institutions (HSI) Research Interest Group (under theDivision of Research)(2017-present)

• CanvasGovernanceCommittee(undertheOfficeofInformationTechnology)(2016–present)

• UniversityFacultySenate(UFS)LibraryAdvisoryCommittee(2012-present)

• CenterforeLearning(CeL)AdvisoryBoardCommittee(2011-present)

• OIT (Office of InformationTechnology) (formerly, IRM– InformationResourceManagement)AdvisoryCommittee(2009-2011and2015-present)

• AcademicCommitteeoftheJudaicaSoundArchivesatFloridaAtlanticUniversityLibraries(JSA)(2004–2011)

• President'sOfficeeLearningCommitteeandTaskforce(2010)

• OIT (Officeof InformationTechnology) (formerly, IRM– InformationResourceManagement),InstructionalDesignerSearchCommittee(2010)

• College of Arts & Letters, School of Communication and Multimedia Studies, Faculty SearchCommittee(2008-2009and2009-2010)

• UniversityFacultySenate(UFS)DistanceEducationCommittee(2009-2010)

• UniversityFacultySenate:Senator(elected)(2006-2008)

• Coordinator of the International Cooperation Agreement between FAU and UTFPR (Brazil)(1999–2008)

EditorialActivities

• Editor-in-Chief(withBorkoFurht),EncyclopediaofMultimedia,3rded.Springer,2017.

• EditorialBoardmemberofthejournalMultimediaToolsandApplications,Springer.

• Associate Editor, SET International Journal of Broadcast Engineering, Brazilian Society ofTelevisionEngineering.

• Guest Co-Editor, Special issue on Wireless Multimedia, Multimedia Tools and Applications,Springer,Volume28,Number1,February2006.


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Publications(selected,1998-present)

Summary:onepatent,9books,20+refereedinternationaljournalpublications,70+refereedpapersinscientificconferences,andseveralbookchapters,invitedpapers,andotherpublications.Publicationsreflectcollaborationswithdifferentteamsofauthors/editorsandhaveledto1927citations,anh-indexof22,andai10-indexof37(source:GoogleScholar,lastupdate:July31,2017).

Patent(issued)• O.Marques, L.M.Mayron, andG.B.Borba, “SystemandMethods of ImageRetrieval”, Apr. 26

2011.USPatent7,933,452.

Books(12)1. O. Marques and H. Vieira Neto, "Processamento Digital de Imagens" ("Digital Image

Processing")(inPortuguese),EditoraBrasport,RiodeJaneiro,Brazil,1999.

2. O. Marques and B. Furht, “Content-Based Image and Video Retrieval”, Kluwer AcademicPublishers,Norwell,MA,2002.

3. B.FurhtandO.Marques(editors),"HandbookofVideoDatabases",CRCPress,BocaRaton,FL,2004.

4. O.Marques, “Practical Image and Video ProcessingUsingMATLAB®”,Wiley-IEEE Press, NewYork,NY,2011.

5. M.LuxandO.Marques,“VisualInformationRetrievalUsingJavaandLIRE”,Morgan&Claypool,2013.

6. O. Marques, “Practical Image and Video Processing Using MATLAB” (in Chinese), TsinghuaUniversityPress/JohnWiley&Sons,2013.

7. A. Colic, O. Marques, and B. Furht, “Driver Drowsiness Detection Systems and Solutions”,Springer,2014.

8. J.GibsonandO.Marques,“OpticalFlowandTrajectoryEstimationMethods”,Springer,2016.

9. O.Marques,“InnovativeTechnologiesinEverydayLife”,Springer,2016.

10. O.Marques,“ImageProcessingandComputerVisionforiOS”,Springer,2017(toappear).

11. B.FurhtandO.Marques(editors),"EncyclopediaofMultimedia",3rdedition,Springer,2018(toappear).

12. O. Marques, “Computer Vision and Image Processing Recipes Using MATLAB®” (inpreparation).

RefereedJournalPapers(26)1. S.Hsu,O.Marques,M.K.Hamza,andB.Alhalabi,"HowtoDesignaVirtualClassroom:10Easy

StepstoFollow!",TechnologicalHorizonsinEducation(T.H.E.)Journal,Vol.27,No.2,pp.96-109,September1999.


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2. O.Marques andB. Furht, “MUSE:AContent-Based ImageSearchandRetrieval SystemUsingRelevanceFeedback,”MultimediaToolsandApplications,KluwerAcademicPublishers,Vol.17,No.1,pp.21-50,May2002.

3. B. Satterwhite and O. Marques, “Automatic Detection of Television Commercials”, IEEEPotentials,Vol.23,No.2,pp.9-12,April/May2004.

4. O.MarquesandL.M.Mayron,“HowCantheSemanticWebImprovetheAcquisitionandSharingofKnowledge?”,InternationalJournalofTechnology,KnowledgeandSociety,Vol.2,Issue3,pp.129-142,2006.

5. O.Marques,L.M.Mayron,G.B.Borba,andH.R.Gamba,“Anattention-drivenmodelforgroupingsimilar images with image retrieval applications”, EURASIP Journal on Advances in SignalProcessing,SpecialIssueonImagePerception,Vol.2007,ArticleID43450,17pages,2007.

6. O.MarquesandP.Baillargeon,"DesignofamultimediatrafficclassifierforSnort",InformationManagement&ComputerSecurity,Vol.15,issue3,pp.241-256,2007.

7. D.Socek,H.Kalva,S.S.Magliveras,O.Marques,D.Culibrk,andB.Furht, "NewApproaches toEncryption and Steganography for Digital Videos", Springer ACMMultimedia Systems Journal,Vol.13,No.3,pp.191–204,2007.

8. D. Culibrk, O. Marques, D. Socek, H. Kalva, and B. Furht, "Neural Network Approach toBackgroundModeling forVideoObjectSegmentation", IEEETransactionsonNeuralNetworks,Vol.18,No.6,pp.1614-1627,November2007.

9. D. Socek, S.S. Magliveras, D. Culibrk, O. Marques, H. Kalva and B. Furht, "Digital VideoEncryption Algorithms Based on Correlation-Preserving Permutations", EURASIP Journal onInformationSecurity,Volume2007,ArticleID52965,15pages,DOI:10.1155/2007/52965.

10. M.Lux,O.Marques,K.Schöffmann,L.Böszörmenyi,G.Lajtai,“ANovelToolforSummarizationof Arthroscopic Videos”,Multimedia Tools and Applications, 2009,DOI: 10.1007/s11042-009-0353-1.

11. K.Schöffmann,F.Hopfgartner,O.Marques,L.Böszörmenyi,andJ.M.Jose,"AReviewonVideoBrowsing Interfaces and Applications", SPIE Reviews 1, 018004 (2010), DOI:10.1117/6.0000005.

12. M.Lux,A.Pitman,andO.Marques,“CanGlobalVisualFeaturesImproveTagRecommendationforImageAnnotation?”,FutureInternetJournal2010,2(3),341-362;DOI:10.3390/fi2030341

13. L.Böszörmenyi,M.delFabro,M.Kogler,M.Lux,O.Marques,andA.Sobe,“Innovativedirectionsin self-organized distributed multimedia systems”,Multimedia Tools and Applications, 2010,DOI:10.1007/s11042-010-0622-z.

14. O.Marques,E.Barenholtz,andV.Charvillat,“Contextmodelingincomputervision:techniques,implications,andapplications”,MultimediaToolsandApplications,2010,DOI:10.1007/s11042-010-0631-y.

15. A.Marcus andO.Marques, “An Eye onVisual SensorNetworks”,IEEE Potentials,April 2012,31(2),38-43,DOI:10.1109/MPOT.2011.2178279.

16. S. Chatzichristofis, C. Iakovidou, Y. Boutalis, andO.Marques, “Co.Vi.Wo.: Color VisualWordsBasedonNonpredefinedSizeCodebooks”,IEEETransactionsonSystems,Man,andCybernetics.PartB,Cybernetics,July2012,DOI:10.1109/TSMCB.2012.2203300


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17. S.Chatzichristofis,L.Bampis,O.Marques,M.Lux,andY.Boutalis.“ImageEncryptionusingtheRecursiveAttributesoftheeXclusive-ORFilter”,JournalofCellularAutomata,Volume9,Issue2-3,2014,pp125–137.

18. A. Carlier, A. Salvador, X. Giro-i-Nieto, V. Charvillat, and O. Marques, “Assessment ofCrowdsourcingandGamificationLossinUser-AssistedObjectSegmentation”.MultimediaToolsandApplications,September2015,DOI:10.1007/s11042-015-2897-6.

19. J.GibsonandO.Marques,“SparsityinOpticalFlowandTrajectories”,Signal,ImageandVideoProcessing,March2016,Volume10,Issue3,pp487-494.

20. B.Stojanović,A.NeškovićandO.Marques, “Anovelneuralnetworkbasedapproachto latentoverlapped fingerprints separation”. Multimedia Tools and Applications, June 2016, DOI:10.1007/s11042-016-3696-4

21. B. Stojanović, O. Marques and A. Nešković, “Latent overlapped fingerprint separation: areview”.MultimediaToolsandApplications(2016).DOI:10.1007/s11042-016-3908-y

22. M. Taschwer and O. Marques, “Automatic Separation of Compound Figures in ScientificArticles”.MultimediaToolsandApplications(2016).DOI:10.1007/s11042-016-4237-x

23. C.Lagger,M.Lux,andO.Marques."WhatMakesPeopleWatchOnlineVideos:AnExploratoryStudy". ACM Comput. Entertain. 15, 2, Article 6 (April 2017), 31 pages. DOI:https://doi.org/10.1145/3034706.

24. S.S.Barpanda,P.K.Sa,O.Marques,B.Majhi,andS.Bakshi,"IrisRecognitionwithTunableFilterBank Based Feature",Multimedia Tools and Applications (2017). DOI: 10.1007/s11042-017-4668-z

25. B. Stojanović,O.Marques, andA.Nešković, “A novel deep learning based approach to latentoverlappedfingerprintsmasksegmentation”(underreview)

26. J. Burdick, O. Marques, J. Weinthal, A. Lovett, and B. Furht, "Rethinking Skin LesionSegmentationinaConvolutionalClassifier"(underreview)

RefereedConferenceProceedings(74)1. O. Marques, J. Woodbury, S. Hsu, and S. Charitos, "Design and Development of a Hybrid

InstructionModel for a New Teaching Paradigm", Proc. of the 1998 ASEE/IEEE Frontiers inEducationConference(FIE'98),November4-7,1998,Tempe,Arizona.

2. O.Marques,S.Hsu,andN.Sharda,"VirtualOfficeHoursUsingMicrosoft®NetMeetingTM",Proc.oftheWorldMulticonferenceonSystems,CyberneticsandInformatics(SCI'99/ISAS'99),July17-21,1999,Orlando,Florida.

3. O.MarquesandS.Hsu,"AssessingtheFeasibilityofUsingMicrosoft®NetMeetingTMinDistanceEducation", Proc. of the International Conference on Engineering and Computer Education(ICECE'99),August11-14,1999,RiodeJaneiro,Brazil.

4. O.MarquesandB.Furht,"IssuesinDesigningContemporaryVideoDatabaseSystems",Proc.ofthe Third IASTED Conference on Internet andMultimedia Systems and Applications (IMSA),October18-21,1999,Nassau,Bahamas.

5. O. Marques, F.M. Costa, and B. Furht, "Content-Based Image Search and Retrieval UsingRelevanceFeedback:theMUSEProject",Proc.oftheFourthIASTEDConferenceonInternetandMultimediaSystemsandApplications(IMSA),November19-23,2000,LasVegas,Nevada.


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6. O.Marques,S.Hsu,andX.Ding,"DesignandDevelopmentofaWeb-basedSystemforAcademicAdvising",Proc.ofthe2001ASEE/IEEEFrontiersinEducationConference(FIE'2001),October10-13,2001,Reno,Nevada.

7. O. Marques and B. Furht, "Combining Clustering and Relevance Feedback Techniques inContent-BasedImageRetrieval",Proc.oftheIASTEDInternationalConferenceonInternetandMultimediaSystemsandApplications(IMSA2002),August12-14,2002,Kauai,Hawaii.

8. F.M. Costa,O. Marques, and B. Furht, "Improving the Performance of Content-Based ImageRetrieval Systems with Color Image Processing Tools", Proc. of the IASTED InternationalConferenceonSignalandImageProcessing(SIP2002),August12-14,2002,Kauai,Hawaii.

9. S. Hsu, O. Marques, M. Ilyas, and X. Ding, "Web-Based Undergraduate Academic AdvisingSystem",Proc.oftheInternationalConferenceonEngineeringEducation2002,August18-22,2002,Manchester,UK.

10. B. Furht, K. Gustafson, H. Huang, and O. Marques, "An Adaptive Three-Dimensional DCTCompressionBasedonMotionAnalysis",ACMSAC2003,March9-12,2003,Melbourne,FL.

11. V. Nedovic, C. Nelson, S. Bowser, andO. Marques, “Delivery of near real-time soccer matchhighlightstowirelessPDAdevices”,IASTEDInternationalConferenceonVisualization,Imaging,andImageProcessing,September8-10,2003,Benalmádena,Spain.

12. O. Marques and N. Barman, “Semi-automatic semantic annotation of images using machinelearning techniques”, International Semantic Web Conference (ISWC) 2003, October 20-23,2003,SanibelIsland,FL.

13. O.Marques,P.Chilamakuri,S.Bowser,andJ.Woodworth,“WirelessMultimediaTechnologiesforAssistedLiving”,SecondLACCEIInternationalLatinAmericanandCaribbeanConferenceforEngineeringandTechnology(LACCEI’2004),June2-4,2004,Miami,FL.

14. V.NedovicandO.Marques, "Acollaborative, long-term learningapproach tousingrelevancefeedback in content-based image retrieval systems", 47th International Symposium ELMAR-2005,8-10June2005,Zadar,Croatia.

15. O. Marques and P. Baillargeon, "A Multimedia Traffic Classification Scheme for IntrusionDetectionSystems",IEEEInternationalConferenceonInformationTechnologyandApplications(ICITA'2005),4-7July,2005,Sydney,Australia.

16. B. Petljanski and O. Marques, “A Novel Approach for Video Quantization Using theSpatiotemporalFrequencyCharacteristicsoftheHumanVisualSystem”,BritishMachineVisionConference(BMVC'2005),5-8September2005,Oxford,UK.

17. D. Socek, D. Culibrk,O.Marques, H. Kalva, and B. Furht, "A Hybrid Color-Based ForegroundObjectDetectionMethodforAutomatedMarineSurveillance",Acivs2005(AdvancedConceptsforIntelligentVisionSystems)Conference,20-23Sept,2005,Antwerp,Belgium.

18. D. Culibrk, O. Marques, D. Socek, H. Kalva, and B. Furht, "A Neural Network Approach toBayesian Background Modeling for Video Object Segmentation", Visapp 2006 (InternationalConferenceonComputerVisionTheoryandApplications),25-28Feb,2006,Setubal,Portugal.

19. O.Marques,L.M.Mayron,H.R.Gamba,andG.B.Borba,"Usingvisualattentiontoextractregionsof interest in the context of image retrieval", 44th ACM Southeast Conference (ACMSE2006),Melbourne,FL,USA,March10-12,2006.


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20. L.Christodoulou,L.M.Mayron,H.Kalva,O.Marques,andB.Furht,"DesignandEvaluationof3DVideo System Based on H.264 View Coding", International Workshop on Network andOperating Systems Support for Digital Audio and Video (NOSSDAV 2006), Newport, RhodeIsland,May22–23,2006.

21. D.Socek,D.Culibrk,H.Kalva,O.Marques,andB.Furht, "Permutation-BasedLow-ComplexityAlternate Coding inMulti-ViewH.264/AVC", IEEE International Conference onMultimedia &Expo(ICME)2006,July9-12,2006,Toronto,Canada.

22. O.Marques,L.Mayron,G.Borba,andH.Gamba,"OnthepotentialofincorporatingknowledgeofhumanvisualattentionintoCBIRsystems",SpecialSessiononPerceptualVisualProcessing,IEEE International Conference onMultimedia&Expo (ICME)2006, July 9-12, 2006, Toronto,Canada.

23. H.Kalva,L.Christodoulou,L.Mayron,O.Marques,andB.Furht,"Challengesandopportunitiesinvideocodingfor3DTV",SpecialSessionon“3-DTV:PrimedforSuccess?”,IEEEInternationalConferenceonMultimedia&Expo(ICME)2006,July9-12,2006,Toronto,Canada.

24. D.Socek,H.Kalva,S.S.Magliveras,O.Marques,D.Culibrk,andB.Furht,"Apermutation-basedcorrelation-preserving encryption method for digital videos ", ICIAR 2006 – InternationalConference on Image Analysis and Recognition, September 18-20, 2006, Póvoa de Varzim,Portugal.

25. D. Socek, M. Sramka, O. Marques and D. Culibrk, “An Improvement to a Biometric-BasedMultimedia Content Protection Scheme”, 8th ACM Multimedia and Security Workshop,September26-27,2006,Geneva,Switzerland.

26. L.Christodoulou,L.M.Mayron,H.Kalva,O.Marques,andB.Furht, “3DTVUsingMPEG-2andH.264 View Coding and Autostereoscopic Displays”, The 2006 ACM Multimedia Conference,October22-27,2006,SantaBarbara,CA.

27. G.B.Borba,H.R.Gamba,O.Marques,andL.M.Mayron,“Anunsupervisedmethodforclusteringimages based on their salient regions of interest”, The 2006 ACM Multimedia Conference,October22-27,2006,SantaBarbara,CA.

28. O. Marques, P. Auger, and L.M. Mayron, "Assessing contemporary issues in secure videocommunication systems", International SymposiumonSystemand InformationSecurity (SSI)2006,November8-10,2006,SaoJosedosCampos,SaoPaulo,Brazil.

29. O. Marques, P. Auger, and L.M. Mayron, "SimViKi: a tool for the simulation of secure videocommunicationsystems", IASTED InternationalConferenceonCommunications, Internet, andInformationTechnology(CIIT)2006,November29-December1,2006,StThomas,USVirginIslands.

30. L.M. Mayron, G.B. Borba, V. Nedovic,O. Marques and H.R. Gamba, "A forward-looking userinterfaceforCBIRandCFIRsystems",IEEEInternationalSymposiumonMultimedia(ISM2006),December11-13,2006,SanDiego,CA.

31. L.M. Mayron and O. Marques, “Design of a web-based interface for image retrieval”,InternationalConferenceonWebInformationSystemsandTechnologies(WEBIST),March3-6,2007,Barcelona,Spain.

32. D.Culibrk,D. Socek,O.Marques, andB.Furht, “AutomaticKernelWidthSelection forNeuralNetwork Based Video Object Segmentation”, International Conference on Computer VisionTheoryandApplications(VISAPP),March8-11,2007,Barcelona,Spain.


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33. G.B.Borba,H.R.Gamba,L.M.MayronandO.Marques“Integratedglobalandobject-basedimageretrieval using a multiple examples query schema”, International Conference on ComputerVisionTheoryandApplications(VISAPP),March8-11,2007,Barcelona,Spain.

34. O.Marques,L.M.Mayron,D.Socek,G.B.BorbaandH.R.Gamba,“Anattention-basedmethodforextracting salient regions of interest from stereo images”, International Conference onComputerVisionTheoryandApplications(VISAPP),March8-11,2007,Barcelona,Spain.

35. O. Marques, A. Fonseca and L.M. Mayron, “An Intelligent Multimedia Traffic Classifier withSecurityApplications”,IEEESoutheastCon2007,March22-25,2007,Richmond,VA.

36. A. Fonseca, L. Mayron, D. Socek, andO.Marques, “Design and implementation of an opticalflow-based autonomous video surveillance system”, The IASTED International Conference onInternet and Multimedia Systems and Applications (EuroIMSA) 2008, March 17-19, 2008,Innsbruck,Austria.

37. C.Pertuz, L.Mayron,D. Socek, andO.Marques, “Amodel fordetecting and trackinghumansusing appearance, shape, andmotion”, The IASTED International Conference on Internet andMultimediaSystemsandApplications(EuroIMSA)2008,March17-19,2008,Innsbruck,Austria.

38. J. Gibson and O. Marques, “Stereo Depth with a Unified Architecture GPU”, Workshop on"ComputerVisiononGPUs", co-locatedwith IEEEComputerSocietyConferenceonComputerVisionandPatternRecognition(CVPR)2008,June24-26,2008,Anchorage,Alaska.

39. M.Lux,O.Marques,andA.Pitman,“UsingVisualFeaturestoImproveTagSuggestionsinImageSharing Sites”, International Workshop on Knowledge Acquisition from the Social Web(KASW'08),co-locatedwithTriple-I2008,September3,2008,Graz,Austria.

40. L. Mayron and O. Marques, “Using a game to evaluate image retrieval, organization, andannotation”, First ICIP Workshop on "Multimedia Information Retrieval: New Trends andChallenges", co-locatedwith IEEE International Conference on Image Processing (ICIP) 2008,SanDiego,California,October12-15,2008.

41. O. Marques and M. Lux, “An Exploratory Study on Joint Analysis of Visual Classification inNarrow Domains and the Discriminative Power of Tags”, Workshop on the Many Faces ofMultimediaSemantics,co-locatedwithACMMultimedia,Vancouver,Canada,2008.

42. G.B.Borba,H.R.Gamba,L.M.MayronandO.Marques,“ExtractionofSalientRegionsofInterestUsingVisualAttentionModels”,SPIEElectronicImaging,SanJose,California,January2009.

43. M. Lux, K. Schöffmann, O. Marques, and L. Böszörmenyi, "A Novel Tool for Quick VideoSummarization using Keyframe Extraction Techniques", 9th Workshop of the MultimediaMetadataCommunity,co-locatedwithCORESA'09,Toulouse,France,March2009.

44. O. Marques, “A comparative review of contemporary e-learning solutions“, InternationalConferenceonEducationandNewLearningTechnologies(EDULEARN),Barcelona,Spain, July2009.

45. O.Marques, "Teaching image and video processingwithMATLAB", International ConferenceonEducationandNewLearningTechnologies(EDULEARN),Barcelona,Spain,July2009.

46. B. Chaudhury, O. Marques, G.B. Borba, and H.R. Gamba, "Unsupervised regions of interestextractionbasedonvisualattentionandSIFT",TheIASTEDInternationalConferenceonSignalProcessing, Pattern Recognition and Applications (SPPRA) 2010, February 17-19, 2010,Innsbruck,Austria.


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47. G.B. Borba, H.R. Gamba,O.Marques, A. Colic, and V. Adzic, "Comparing figures ofmerit andimagedatasetsforevaluationofsalientregiondetectionalgorithms",TheIASTEDInternationalConferenceonSignalProcessing,PatternRecognitionandApplications(SPPRA)2010,February17-19,2010,Innsbruck,Austria.

48. M. Lux, C. Kofler, and O. Marques, “A Classification Scheme for User Intentions in ImageSearch”,ACMConferenceonHumanFactorsinComputingSystemsCHI2010,April10-15,2010,Atlanta,GA.

49. M. Lux, A. Pitman, and O. Marques, “Callisto: Tag Recommendations by Image Content”,Workshop on Interoperable Social Media Applications (WISMA 2010), 11th InternationalWorkshopoftheMultimediaMetadataCommunity,Barcelona(Spain),May19-21,2010.

50. R. Castellanos, H. Kalva,O. Marques, and B. Furht, “Event Detection in Video using MotionAnalysis”,ACMMultimedia2010Workshop-1stACMARTEMIS2010InternationalWorkshoponAnalysisandRetrievalofTrackedEventsandMotion in ImageryStreams,Florence(Italy),October25-29,2010.

51. A.RahmanandO.Marques,“Aweb-basedvideolibraryandannotationframeworkformarinebiology survey”, IASTED International Conference on Internet and Multimedia Systems andApplications(IMSA2011),May16-18,2011,WashingtonDC.

52. L. Christodoulou, T. Kasparis, andO.Marques, “Advanced statistical and adaptive thresholdtechniques formoving object detection and segmentation”, 17th International Conference onDigitalSignalProcessing(DSP2011),July6-8,2011,Corfu,Greece.

53. H.Kalva,O.Marques,S.Aghera,W.Reza,R.Giusti,andA.Rahman“DesignandDevelopmentofa System for Aerial Video Survey of LargeMarine Animals”, LACCEI 2011, August 3-5, 2011,Medellín,Colombia.

54. C.Lagger,M.Lux, andO.Marques, “Whichvideodoyouwant towatchnow?”,WorkshoponMultimediaontheWeb2011(MMWeb2011),Graz,Austria,September8,2011.

55. M.Kogler,M.Lux,andO.Marques, “AdaptiveVisualInformationRetrievalbychangingvisualvocabulary sizes in context of user intentions”, Workshop on Multimedia on the Web 2011(MMWeb2011),Graz,Austria,September8,2011.

56. S.Chatzichristofis,O.Marques,M.Lux,andY.Boutalis.“ImageEncryptionusingtheRecursiveAttributesoftheeXclusive-ORFilteronCellularAutomata”,ACRI2012,Santorini,Greece,24-27September2012.

57. A. Carlier,O.Marques, and V. Charvillat. “Ask'nSeek: A New Game for Object Detection andLabeling”, Workshop on Web-Scale Vision and Social Media, co-located with ECCV 2012,Florence,Italy,October2012.

58. M. Lux, M. Taschwer, and O. Marques, “Classification of Photos based on Good Feelings”,Multimedia Grand Challenge Solution paper, ACM Multimedia Conference, Nara (Japan),October2012.

59. M. Lux, M. Taschwer, andO. Marques, “A Closer Look at Photographers’ Intentions: a TestDataset”,InternationalACMWorkshoponCrowdsourcingforMultimedia(CrowdMM2012),co-locatedwiththeACMMultimediaConference,Nara(Japan),October2012.

60. O.Marques,J.Snyder,andM.Lux,“HowWellDoYouKnowTomHanks?UsingaGametoLearnAboutFaceRecognition”CHI2013,April27–May2,2013,Paris.


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61. R. Sousa, O. Marques, F.A. Soares, I.I.G. Sene Jr, and L.L.G. de Oliveira, “Comparativeperformanceanalysisofmachinelearningclassifiersindetectionofchildhoodpneumoniausingchestradiographs”,InternationalConferenceonComputationalScience(ICCS)2013,Barcelona,June2013.

62. A. Salvador, A. Carlier, X. Giro-i-Nieto,O. Marques, and V. Charvillat, “Crowdsourced ObjectSegmentationwith a Game”, International ACMWorkshop on Crowdsourcing forMultimedia(CrowdMM2013),co-locatedwiththeACMMultimediaConference,Barcelona(Spain),October2013.

63. B.Furht,V.Aalo,A.Agarwal,I.Cardei,M.Cardei,N.Erdol,S.Huang,H.Kalva,T.Khoshgoftaar,I.Mahgoub, O. Marques, M. Petrie, D. Raviv, V. Ungvichian, and H. Zhu, “Creating anEntrepreneurial University”, ICERI2013, the 6th International Conference of Education,ResearchandInnovation,Nov18-20,2013,Seville(Spain)

64. R. Sousa,O.Marques, G. Curado, R.M.Da Costa, A.S. Soares, F. Soares, and L.L.G. deOliveira,“Evaluation of Classifiers Applied to a Childhood Pneumonia Computer-Aided DiagnosisSystem”, 27th IEEE International Symposium on Computer-Based Medical Systems (CBMS2014),NewYork,May2014.

65. J. Gibson and O. Marques, “Sparse Regularization of TV-L1 Optical Flow”, InternationalConferenceonImageandSignalProcessing(ICISP)2014,France,June2014.

66. A. Colic, O. Marques, and B. Furht, “Design and implementation of a driver drowsinessdetection system: a practical approach”, International Conference on Signal Processing andMultimediaApplications(SIGMAP2014),Vienna,Austria,August2014.

67. A.Carlier,A.Salvador,X.Giro-i-Nieto,O.Marques,andV.Charvillat,“Click’n’Cut:CrowdsourcedInteractive Segmentation with Object Candidates”, International ACM Workshop onCrowdsourcing for Multimedia (CrowdMM 2014), co-located with the ACM MultimediaConference,Orlando-FL,November2014.

68. G.CroucherandO.Marques, “Visual InformationRetrievalTechniquesApplied toVeterinaryRadiology”,IEEESoutheastCon2015Conference,Ft.Lauderdale-FL,April2015.

69. M.Taschwer andO.Marques, “AAUITEC at ImageCLEF2015: CompoundFigure Separation”,ConferenceandLabsoftheEvaluationForum(CLEF)2015,Toulouse,France,September2015.

70. B. Stojanović, A. Nešković and O. Marques, “Fingerprint ROI Segmentation Using FourierCoefficientsandNeuralNetworks”,23rdTelecommunicationsForum(TELFOR2015),Belgrade,Serbia,November2015.

71. M. Taschwer and O. Marques, “Compound Figure Separation Combining Edge and BandSeparatorDetection”,The22ndInternationalConferenceonMultimediaModeling(MMM2016),Miami-FL,January,2016.

72. B.Stojanović,O.Marques,A.NeškovićandS.Puzović,“FingerprintROISegmentationBasedonDeepLearning”,24thTelecommunicationsForum(TELFOR2016),Belgrade,Serbia,November2016.

73. A.Romero Lopez, X. Giro-i-Nieto, J. Burdick, andO.Marques, "Skin lesion classification fromdermoscopic images using deep learning techniques", IASTED International Conference onBiomedicalEngineering,Innsbruck,Austria,February2017.


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74. J. Burdick, O. Marques, A. Romero Lopez, X. Giro-i-Nieto, and J. Weinthal, "The impact ofsegmentation on the accuracy and sensitivity of a melanoma classifier based on skin lesionimages,"SIIMAnnualMeeting,Pittsburgh,PA,June2017.

BookChapters,InvitedPapers,EditedProceedings,andOtherPublications(19)1. O. Marques, "QoS Guarantees for Multimedia Traffic in Wireless Systems", a chapter in

Handbook of Internet and Multimedia Systems and Applications, Editor-in-Chief: Borko Furht,CRCPress,1999.

2. O.Marques, S. Fallon, andB. Furht, "Content-BasedMultimedia Retrieval on the Internet", achapterinHandbookofInternetComputing,Editor-in-Chief:BorkoFurht,CRCPress,2000.

3. S. Hsu, N. Sharda, and O. Marques, "Case Studies in Internet-based Distance Learning", achapterinHandbookofInternetComputing,Editor-in-Chief:BorkoFurht,CRCPress,2000.

4. O.MarquesandB.Furht,“Content-BasedVisualInformationRetrieval,”achapterinDistributedMultimediaDatabases:TechniquesandApplications,editedby.T.K.Shih,IdeaGroupPublishing,2002.

5. O.MarquesandN.Barman,"WirelessCommunicationUsingBluetooth",achapterinHandbookofWirelessInternet,Editors-in-Chief:MohammadIlyasandBorkoFurht,CRCPress,2003.

6. O.Marques andB. Furht, "Introduction toVideoDatabases", a chapter inHandbook of VideoDatabases,Editors-in-Chief:BorkoFurhtandOgeMarques,CRCPress,2004.

7. B. Furht and O. Marques, "Interactive Multimedia on the Web", a chapter in The InternetEncyclopedia,Editor-in-Chief:HosseinBidgoli,Wiley,2004.

8. O.Marques,"ImageCompressionandCoding",inEncyclopediaofMultimedia,2nded.,Editor-in-Chief:BorkoFurht,Springer2008.

9. O.Marques, "Image Data Representations", in Encyclopedia of Multimedia, 2nd ed., Editor-in-Chief:BorkoFurht,Springer2008.

10. O.Marques,"ContentExtractionandMetadata", inEncyclopediaofMultimedia,2nded.,Editor-in-Chief:BorkoFurht,Springer2008.

11. H.Kalva,L.Christodoulou,L.Mayron,O.Marques,andB.Furht,"ThreeDimensionalTelevisionServices",inEncyclopediaofMultimedia,2nded.,Editor-in-Chief:BorkoFurht,Springer2008.

12. O. Marques, “Image Processing and Computer Vision in iPhone and iPad”, a chapter in:MinicursosdoVIIWorkshopdeVisãoComputacional,LuizAntônioPereiraNevesandEdsonJoséRodriguesJustino(eds),Curitiba,2011.ISSN2175-6120

13. W-T. Ooi, O. Marques, V. Charvillat, and A. Carlier, “Pushing the Envelope: Solving HardMultimediaProblemswithCrowdsourcing”,IEEECOMSOCMMTCE-Letter,Vol8,Nº1,January2013,pp.37-40.(invitedpaper)

14. O.Marques,“IntegratingcontemporarytechnologieswithAyurveda:examples,challenges,andopportunities”, 4th International Conference on Advances in Computing, Communications andInformatics(ICACCI),August2015.(invitedpaper)

15. J.L. Mauri,S.M Thampi,M. Wozniak, O. Marques,D. Krishnaswamy,S. Sahni, C. Callegari, H.Takagi, Z.S. Bojkovic, Vinod M, N.R. Prasad, J.M.A. Calero,J. Rodrigues,X. Que,N.Meghanathan,R. Sandhu,and E. Au (eds.),Proceedings of the 4th International Conference onAdvancesinComputing,CommunicationsandInformatics(ICACCI),August2015.


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16. O.Marques,“VisualInformationRetrieval:thestateoftheart”,IEEEITProfessional,vol.18,no.4,pp.7-9,July-Aug.2016.doi:10.1109/MITP.2016.70(invitedpaper)

17. O. Marques, “Using games to solve challenging multimedia problems”, 4th InternationalConference on Advanced Computing, Networking, and Informatics (ICACNI), Rourkela, Odisha,India,September2016.(invitedpaper)

18. O. Marques and J. Carson, "Selfie Search: Image Retrieval and Face Recognition in iOS". InProceedings of the Third International Symposium on Computer Vision and the Internet(VisionNet'16). ACM, New York, 48-53. DOI: http://dx.doi.org/10.1145/2983402.2983420(invitedpaper)

19. Z.Bojkovic,S.Bourennane,O.Marques,H.Zhou,N.Chaki,A.ElRhalibi,andS.M.Thampi(eds.),Proceedings of the Third International Symposium on Computer Vision and the Internet(VisionNet'16),September21-24,2016,Jaipur,India.ISBN:978-1-4503-4301-5.

Prof. Oge Marques, PhD 31 July 2017 · Prof. Oge Marques, PhD ... (co-developed with Jeremy Jacob)...

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