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The 7th International Conference on Information FusionJune 28 to July 1, 2004 in Stockholm, Sweden
HomeProceedingsBibTeXBest Paper AwardOrganization CommitteeTechnical ProgramCommitteeISIFPast Fusion ConferencesSponsorsSpecial Journal Issue
Proceedings of the Seventh InternationalConference on Information Fusion
28 June 1 July 2004Stockholm Sweden
Table of contentsPreface, pp. ixii
General Chair's MessageISIF President's MessageTechnical Program Chair's MessageOrganization CommitteeTechnical Program CommitteeBest Paper Award
[INV1] Invited Lecture 1Chair: Stefan Arnborg, Royal Institute of Technology, Sweden
Random Sets: Unification and computation for information fusionA retrospectiveassessment, pp. 120Ronald P. Mahler, Lockheed Martin MS2 Tactical Systems, USA
[BST] Best paper presentationChair: Per Svensson, Swedish Defence Research Agency, Sweden
Decision fusion in a wireless sensor network with a large number of sensors, pp. 2127Ruixin Niu, Syracuse University, USAPramod K. Varshney, Syracuse University, USAMichael Moore, Alphatech, USADale Klamer, Alphatech, USA
[TRK1] Tracking 1Chair: Thiagalingam Kirubarajan, McMaster University, Canada
Target track initiation, comparison and optimization, pp. 2832Darko Musicki, University of Melbourne, AustraliaSofia Suvorova, Defence Science and Technology Organisation, Australia
Multihypothesis sonar tracking, pp. 3340Stefano Coraluppi, NATO Undersea Research Centre, ItalyCraig Carthel, NATO Undersea Research Centre, Italy
Viterbi data association tracking using amplitude information, pp. 4145Barbara F. La Scala, University of Melbourne, Australia
[BEL1] Belief functions 1Chair: Rolf Haenni, University of Konstanz, Germany
Kalman filter and joint tracking and classification in the TBM framework, pp. 4653Philippe Smets, Université libre de Bruxelles, BelgiumBranko Ristic, Defence Science and Technology Organisation, Australia
A Data Fusion System for Object Recognition based on Transferable Belief Models andKalman Filters, pp. 5461Gavin Powell, Cardiff University, UKDave Marshall, Cardiff University, UKRichard Milliken, BAe Systems, UKKeith Markham, BAe Systems, UK
A comparative analysis of two approaches using the road network for tracking groundtargets, pp. 6269Stéphane Gattein, EADS France, FrancePatrick Vannoorenberghe, Université de Rouen, France
[LRN] LearningChair: Taek Lyul Song, Hanyang University, Korea
Iterative kmeans algorithm based on Fisher discriminant, pp. 7073Mantao Xu, University of Joensuu, FinlandPasi Fränti, University of Joensuu, Finland
Cooperative training in classifier ensembles, pp. 7478Nayer Wanas, University of Waterloo, CanadaRozita Dara, University of Waterloo, CanadaMohamed S. Kamel, University of Waterloo, Canada
Multitask learning using partial least square method, pp. 7984WenCong Lu, Shanghai University, P.R. ChinaNianYi Chen, Shanghai University, P.R. ChinaGuoZheng Li, Shanghai Jiao Tong University, P.R. ChinaJie Yang, Shanghai Jiao Tong University, P.R. China
[DES] Detection & EstimationChair: Yvo Boers, Thales Nederland, The Netherlands
Fusion of detections in a multicarrier GPS receiver, pp. 8590Stanislas Boutoille, Laboratoire d'Analyse des Systèmes du Littoral, FranceSerge Reboul, Laboratoire d'Analyse des Systèmes du Littoral, FranceMohammed Benjelloun, Laboratoire d'Analyse des Systèmes du Littoral, France
On 'negative' information in tracking and sensor data fusion: discussion of selectedexamples, pp. 9198Wolfgang Koch, FGAN, Germany
Fault detection by desynchronized Kalman filtering, introduction to robust estimation, pp.99106Olivier Bilenne, Multitel A.S.B.L., Belgium
[ATC] New Trends in Data Fusion Algorithms for ATC Applications (Special session)Chair: Jesús García, Universidad Carlos III de Madrid, Spain, José M. Molina, Universidad Carlos IIIde Madrid, Spain, Juan A. Besada, Universidad Politécnica de Madrid, Spain
Analysis of data fusion architectures and techniques in the development of an ASMGCSSurveillance prototype, pp. 107114
José M. Molina, Universidad Carlos III de Madrid, SpainJesús García, Universidad Carlos III de Madrid, SpainJosé R. Casar, Universidad Politécnica de Madrid, Spain
Online bias estimation of secondary radar networks for ATC, pp. 115122A. Soto Jaramillo, Universidad Politécnica de Madrid, SpainJ.A. Besada Portas, Universidad Politécnica de Madrid, SpainJ.R. Casar Corredera, Universidad Politécnica de Madrid, SpainJ.I. Portillo García, Universidad Politécnica de Madrid, Spain
A machinelearning approach to multipledetection data association for ASDE radar, pp.123129Jesús García, Universidad Carlos III de Madrid, SpainAntonio Berlanga, Universidad Carlos III de Madrid, SpainJosé M. Molina, Universidad Carlos III de Madrid, SpainGonzalo de Miguel, Universidad Politécnica de Madrid, Spain
[TRK2] Tracking 2Chair: Yaakov BarShalom, University of Connecticut, USA
Joint IMM and coupled PDA to track closely spaced targets and to avoid trackcoalescence, pp. 130137Henk A.P. Blom, National Aerospace Laboratory NLR, The NetherlandsEdwin A. Bloem, National Aerospace Laboratory NLR, The Netherlands
UKF controlled variablestructure IMM algorithms using coordinated turn models, pp.138145Felix Opitz, EADS Deutschland, GermanyThomas Kausch, EADS Deutschland, Germany
Integrated tracking splitting filter for manoeuvering targets, pp. 146152Darko Musicki, University of Melbourne, AustraliaBarbara F. La Scala, University of Melbourne, AustraliaRobin J. Evans, University of Melbourne, Australia
[BEL2] Belief functions 2Chair: Stefan Arnborg, Royal Institute of Technology, Sweden
A general model for partially reliable information sources, pp. 153160Rolf Haenni, University of Konstanz, GermanyStephan Hartmann, London School of Economics, UK
Effective ATR algorithms using information fusion models, pp. 161166Arnaud Martin, ENSIETA, E3I2, FranceEmanuel Radoi, ENSIETA, E3I2, France
Decentralised fusion of disparate identity estimates for shared situation awareness, pp.167174Martin G. Oxenham, Defence Science and Technology Organisation, AustraliaSubhash Challa, University of Melbourne, AustraliaMark R. Morelande, University of Melbourne, Australia
[AGT] AgentsChair: Tom Ziemke, University of Skövde, Sweden
Approximate databases and query techniques for agents with heterogeneous perceptualcapabilities, pp. 175182Patrick Doherty, University of Linköping, SwedenWitold Lukaszewicz, University of Economics and Computer Science, PolandAndrzej Szalas, University of Economics and Computer Science, Poland
Simulating the navigation and control of autonomous agents, pp. 183189Erol Gelenbe, Imperial College, UKVarol Kaptan, Imperial College, UKKhaled Hussain, University of Central Florida, USA
Sensor scheduling using intelligent agents, pp. 190197René Thaens, Delft University of Technology, The Netherlands
[SYS1] Systems 1
Chair: Sten F. Andler, University of Skövde, Sweden
An active memory as a model for information fusion, pp. 198205Sebastian Wrede, Bielefeld University, GermanyMarc Hanheide, Bielefeld University, GermanyChristian Bauckhage, Bielefeld University, GermanyGerhard Sagerer, Bielefeld University, Germany
Multitarget tracking in a multisensor multiplatform environment, pp. 206213A. Gad, Royal Military College of Canada, CanadaM. Farooq, Royal Military College of Canada, CanadaJ. Serdula, Royal Military College of Canada, CanadaD. Peters, Royal Military College of Canada, Canada
Simulation framework for collaborative fusion research, pp. 214218Tobias Horney, Swedish Defence Research Agency, SwedenMikael Brännström, Swedish Defence Research Agency, SwedenMathias Tyskeng, Swedish Defence Research Agency, SwedenJohan Mårtensson, Swedish Defence Research Agency, SwedenGeeWah Ng, DSO National Laboratories, SingaporeMark Gossage, DSO National Laboratories, SingaporeWeeSze Ong, DSO National Laboratories, SingaporeHueyTing Ang, DSO National Laboratories, SingaporeKheeYin How, DSO National Laboratories, Singapore
[AFI1] AFOSR Info Fusion Program 1 (Special session)Chair: Allen M. Waxman, Alphatech, USA John Tangney, AFOSR, USA
Building a framework for situation awareness, pp. 219226John Salerno, AF Research Laboratory, USAMichael Hinman, AF Research Laboratory, USADouglas Boulware, AF Research Laboratory, USA
Synchronization of dynamic networks for knowledge representation and higherlevelfusion, pp. 227234Neil A. Bomberger, Alphatech, USAAllen M. Waxman, Alphatech, USAFelipe M. Pait, Alphatech, USA
Selforganizing hierarchical knowledge discovery by an ARTMAP image fusion system,pp. 235242Gail A. Carpenter, Boston University, USASiegfried Martens, Boston University, USAOgi J. Ogas, Boston University, USA
[TRK3] Tracking 3Chair: Alfonso Farina, AMS, Italy
Multisensormultitarget bias estimation for general asynchronous sensors, pp. 243250Xiangdong Lin, University of Connecticut, USAYaakov BarShalom, University of Connecticut, USAThiagalingam Kirubarajan, McMaster University, Canada
An overbounding ellipse approach for set based tracking with rangebearingmeasurements, pp. 251257Fiona Fletcher, Defence Science and Technology Organisation, AustraliaM. Sanjeev Arulampalam, Defence Science and Technology Organisation, Australia
Tracking with dissimilar sensors for linear system in case of arbitrary correlated noises,pp. 258263Anmin Zhang, Xi'an Jiaotong University, P.R. ChinaChongzhao Han, Xi'an Jiaotong University, P.R. China
[BEL3] Belief functions 3Chair: Philippe Smets, Université libre de Bruxelles, Belgium
Segmentation of brain tumors by evidence theory: on the use of the conflict information,pp. 264271AnneSophie Capelle, Université de Poitiers, FranceChristine FernandezMaloigne, Université de Poitiers, France
Olivier Colot, Université des Sciences et Technologies de Lille, France
Adaptive fuzzy evidential reasoning for automated brain tissue segmentation, pp. 272279Hongwei Zhu, University of Waterloo, CanadaOtman Basir, University of Waterloo, Canada
Extended discounting scheme for evidential reasoning as applied to MS lesion detection,pp. 280287Hongwei Zhu, University of Waterloo, CanadaOtman Basir, University of Waterloo, Canada
[DMI] Data MiningChair: Erland Jungert, Swedish Defence Research Agency, Sweden
Incorporating external data into data warehouses problems identified andcontextualized, pp. 288294Mattias Strand, University of Skövde, SwedenBenkt Wangler, University of Skövde, Sweden
Accuracy vs. comprehensibility in data mining models, pp. 295300Ulf Johansson, University of Borås, SwedenLars Niklasson, University of Skövde, SwedenRikard König, University of Borås, Sweden
Coevolutionary data mining in phase space for robust fuzzy resource management, pp.301307James F. Smith III, Naval Research Laboratory, USA
[SYS2] Systems 2Chair: William D. Blair, GeorgiaTech Research Institute, USA
Data fusion development concepts within complex surveillance systems, pp. 308315Felix Opitz, EADS Deutschland, GermanyWerner Henrich, EADS Deutschland, GermanyThomas Kausch, EADS Deutschland, Germany
Extraction of aligned video and radio information for identity and location estimation insurveillance systems, pp. 316321Luca Marchesotti, University of Genova, ItalyReetu Singh, University of Genova, ItalyCarlo Regazzoni, University of Genova, Italy
Beliefevidence fusion in a hybrid intelligent system, pp. 322329Nelson Marcos, De La Salle University, PhilippinesArnulfo Azcarraga, De La Salle University, Philippines
[AFI2] AFOSR Info Fusion Program 2 (Special session)Chair: Allen M. Waxman, Alphatech, USA John Tangney, AFOSR, USA
Crisis management in a data fusion synthetic task environment, pp. 330337Peter D. Scott, State University of New York at Buffalo, USAGalina L. Rogova, Encompass Consulting, USA
Terrain based information fusion and inference, pp. 338345Robin Glinton, Carnegie Mellon University, USASean Owens, Carnegie Mellon University, USAJoe Giampapa, Carnegie Mellon University, USAKatia Sycara, Carnegie Mellon University, USAChuck Grindle, University of Pittsburgh, USAMike Lewis, University of Pittsburgh, USA
Multiagent information fusion: methodology, architecture and software tool for learningof object and situation assessment, pp. 346353Vladimir Gorodetsky, SPIIRAS, RussiaOleg Karsaev, SPIIRAS, RussiaIgor Kotenko, SPIIRAS, RussiaVladimir Samoilov, SPIIRAS, Russia
[TRK4] Tracking 4
Chair: Egils Sviestins, Saab, Sweden
Bounds for aircraft tracking using a hydrophone array, pp. 354361F. Rice, Adelaide University, AustraliaD.A. Gray, Adelaide University, AustraliaI.S.D. Solomon, Defence Science and Technology Organisation, Australia
Adaptive Kalman filtering based on matched filtering of the innovations sequence, pp.362369Wolfgang Niehsen, Robert Bosch, Germany
Circular filters for target tracking in 3D, pp. 370376Dirk Tenne, State University of New York at Buffalo, USATarunraj Singh, State University of New York at Buffalo, USA
Optimal fusion algorithm based on multisensor tracking, pp. 377383Shiqiang Hu, Shanghai Jiao Tong University, P.R. ChinaZhongliang Jing, Shanghai Jiao Tong University, P.R. ChinaHenry Leung, University of Calgary, Canada
[PDX] Applications and advances of plausible and paradoxical reasoning for data fusion(Special session)Chair: Jean Dezert, ONERA, France Florentin Smarandache, University of New Mexico, USA
The generalized pignistic transformation, pp. 384391Jean Dezert, ONERA, FranceFlorentin Smarandache, University of New Mexico, USAMilan Daniel, Academy of Sciences of the Czech Republic, Czech Republic
Target tracking with generalized data association based on the general DSm rule ofcombination, pp. 392399Albena Tchamova, Bulgarian Academy of Sciences, BulgariaJean Dezert, ONERA, FranceTzvetan Semerdjiev, Bulgarian Academy of Sciences, BulgariaPavlina Konstantinova, Bulgarian Academy of Sciences, Bulgaria
Neutrosophy in situation analysis, pp. 400406AnneLaure Jousselme, Defence Research and Development Canada, CanadaPatrick Maupin, Defence Research and Development Canada, Canada
Robust Bayesianism: imprecise and paradoxical reasoning, pp. 407414Stefan Arnborg, Royal Institute of Technology, Sweden
[OTL] Ontology & Category TheoryChair: Mieczyslaw M. Kokar, Northeastern University, USA
Use cases for ontologies in information fusion, pp. 415421Mieczyslaw M. Kokar, Northeastern University, USAChristopher J. Matheus, Versatile Information Systems, USAKenneth Baclawski, Northeastern University, USAJerzy A. Letkowski, Western New England College, USAMichael Hinman, Air Force Research Laboratory, USAJohn Salerno, Air Force Research Laboratory, USA
Plan ontology and its applications, pp. 422428Lee Chew Hung, DSO National Laboratories, SingaporeLee Hian Beng, DSO National Laboratories, SingaporeNg Gee Wah, DSO National Laboratories, SingaporeHow Khee Yin, DSO National Laboratories, Singapore
Fusion and integration: What's the difference?, pp. 429434Mark E. Oxley, Air Force Institute of Technology, USASteven N. Thorsen, Air Force Institute of Technology, USA
Comparing fusors within a category of fusors, pp. 435441Steven N. Thorsen, Air Force Institute of Technology, USAMark E. Oxley, Air Force Institute of Technology, USA
[SIG] Signal ProcessingChair: Fredrik Gustafsson, Linköping University, Sweden
Tracking and voice separation of moving speakers based on IMMPDA filters, pp. 442448Ilyas Potamitis, University of Patras, GreeceNikos Fakotakis, University of Patras, Greece
Fusion of spectrograph and LPC analysis for word recognition: a new fuzzy approach, pp.449454Reza HoseinNezhad, Swinburne University of Technology, AustraliaBehzad Moshiri, University of Tehran, IranParisa Eslambolchi, University of Tehran, Iran
Gate volume estimation for target tracking, pp. 455462Darko Musicki, University of Melbourne, AustraliaMark R. Morelande, University of Melbourne, Australia
Multisite ultrawideband radar systems with information fusion: some principal features,pp. 463470V. Chernyak, State Technical University, Russia
[AFI3] AFOSR Info Fusion Program 3 (Special session)Chair: Allen M. Waxman, Alphatech, USA John Tangney, AFOSR, USA
Bottomup clustering and topdown shattering of scalefree environments for informationfusion, pp. 471478András Lorincz, Eötvös Loránd University, HungaryBálint Gábor, Eötvös Loránd University, HungarySándor Mandusitz, Eötvös Loránd University, HungaryZsolt Palotai, Eötvös Loránd University, Hungary
Decentralized data fusion and control in active sensor networks, pp. 479486Alexei Makarenko, University of Sydney, AustraliaHugh F. DurrantWhyte, University of Sydney, Australia
Fusionbased knowledge logistics in networkcentric environment: intelligent support ofOOTW operations, pp. 487494Alexander Smirnov, Russian Academy of Sciences, RussiaMichael Pashkin, Russian Academy of Sciences, RussiaNikolai Chilov, Russian Academy of Sciences, RussiaTatiana Levashova, Russian Academy of Sciences, RussiaAndrew Krizhanovsky, Russian Academy of Sciences, Russia
Mean field theory in density estimation using support vector machines, pp. 495501Refaat M. Mohamed, University of Louisville, USAAly A. Farag, University of Louisville, USA Wednesday 30 June
[INV2] Invited Lecture 2Chair: Fredrik Gustafsson, Linköping University, Sweden
Beyond the Kalman filter: particle filters for tracking applications, p. 502Neil J. Gordon
[NLF1] Nonlinear filtering 1Chair: Alain Appriou, ONERA, France
A study of a nonlinear filtering problem for tracking an extended target, pp. 503509Branko Ristic, Defence Science and Technology Organisation, AustraliaDavid J. Salmond, Qinetiq, UK
Intraping timing issues in multistatic sonar tracking, pp. 510517Stefano Coraluppi, NATO Undersea Research Centre, ItalyDoug Grimmett, NATO Undersea Research Centre, Italy
A stable total least square adaptive algorithm for the nonlinear Volterra filter, pp. 518522Xiangyu Kong, Xi'an Jiaotong University, P.R. ChinaChongzhao Han, Xi'an Jiaotong University, P.R. ChinaRuixuan Wei, Air Force Engineering University, P.R. China
[PNL1] Panel discussion on Challenges in Higher Level Fusion: Unsolved, Difficult, andMisunderstood Problems/Approaches in Levels 24 Fusion Research
Panel discussion challenges in higher level fusion: unsolved, difficult, and misunderstoodproblems/approaches in levels 24 fusion research, pp. 523541Organizer: Ivan Kadar, Interlink Systems Sciences, USAModerators: Ivan Kadar, Interlink Systems Sciences, USA, Per Svensson, SwedishDefence Research Agency, SwedenPaticipants:
Information fusion as enabling technology for network based defence, pp. 524525Per Svensson, Swedish Defence Research Agency, Sweden
Challenges in high level information fusion, pp. 526527Joachim Biermann, FGAN, Germany
The curse of JDL, pp. 528529Henrik I. Christensen, Royal Institute of Technology, Sweden
Unification across JDL data fusion levels 1 and 2, pp. 530532Alan Steinberg, Utah State University, USA
Situation awareness: issues and challenges, pp. 533534Mitch M. Kokar, Northeastern University, USA
The levels 2, 3, 4 fusion challenge: fundamental statistics, pp. 535536Ronald P. Mahler, Lockheed Martin Tactical Systems, USA
Issues and challenges in distributed sensor fusion: connectionresource managementaspects, pp. 537539Ivan Kadar, Interlink Systems Sciences, USA
Reusability, scalability, and quality in higherlevel fusion processing, pp. 540541James Llinas, State University of New York at Buffalo, USA
[IMF1] Image fusion 1Chair: Pramod K. Varshney, Syracuse University, USA
New quality measures for image fusion, pp. 542546Gemma Piella, Polytechnical University of Catalonia, Spain
Feature space optimization prior to fuzzy image classification, pp. 547554François Leduc, Defence Research and Development Canada, Canada
Regionbased image fusion using complex wavelets, pp. 555562J.J. Lewis, University of Bristol, UKR.J. O'Callaghan, University of Bristol, UKS.G. Nikolov, University of Bristol, UKD.R. Bull, University of Bristol, UKC.N. Canagarajah, University of Bristol, UK
[CLA1] Classification 1Chair: Dan Strömberg, Swedish Defence Research Agency, Sweden
Choosing classifiers for decision fusion, pp. 563568Kai F. Goebel, GE Global Research, USAWeizhong Yan, GE Global Research, USA
Comparison of fusion algorithms based on logistic model of correlated classifiers, pp.569575So Young Sohn, Yonsei University, KoreaYoon Seong Kim, Yonsei University, Korea
Using hierarchical HMMs in dynamic behavior modelling, pp. 576582ShihYang Chiao, Lancaster University, UKCostas S. Xydeas, Lancaster University, UK
[NLF2] Nonlinear filtering 2Chair: Branko Ristic, Defence Science and Technology Organisation, Australia
RaoBlackwellized Monte Carlo data association for multiple target tracking, pp. 583590Simo Särkkä, Helsinki University of Technology, FinlandAki Vehtari, Helsinki University of Technology, Finland
Jouko Lampinen, Helsinki University of Technology, Finland
A new approach for the bearingsonly problem: estimation of the variancetorangeratio, pp. 591598Thomas Brehard, IRISA, FranceJeanPierre Le Cadre, IRISA, France
Sequential nonlinear tracking filter with rangerate measurements in sphericalcoordinates, pp. 599605Zhansheng Duan, Xi'an Jiaotong University, P.R. ChinaChongzhao Han, Xi'an Jiaotong University, P.R. ChinaX. Rong Li, University of New Orleans, USA
[DSR1] Distributed fusion 1Chair: James Llinas, State University of New York at Buffalo, USA
Bayesian network model for data incest in a distributed sensor network, pp. 606613Samuel McLaughlin, University of Melbourne, AustraliaVikram Krishnamurthy, University of British Columbia, CanadaRobin J. Evans, University of Melbourne, Australia
Graphical models for nonlinear distributed estimation, pp. 614621CheeYee Chong, Alphatech, USAShozo Mori, Alphatech, USA
Distributed fusion algorithms in embedded network online fusion system, pp. 622628Shouzhi Wei, Northeastern University, P.R. ChinaHai Zhao, Northeastern University, P.R. ChinaGang Wang, Northeastern University, P.R. ChinaHui Liu, Northeastern University, P.R. China
[IMF2] Image fusion 2Chair: Mohammad Farooq, Royal Military College of Canada, Canada
Fusion of distributions for radar clutter modeling, pp. 629636Erik P. Blasch, Air Force Research Laboratory, USAMike Hensel, Jacobs Sverdrup, USA
Fusion of multispectral and SAR images by intensity modulation, pp. 637643Luciano Alparone, University of Florence, ItalyLuca Facheris, University of Florence, ItalyStefano Baronti, CNR, ItalyAndrea Garzelli, University of Siena, ItalyFilippo Nencini, University of Siena, Italy
SAR and optical images fusion algorithm based on wavelet transform, pp. 644648Yunfeng Wang, Sichuan University, P.R. ChinaZhisheng You, Sichuan University, P.R. ChinaJianguo Wang, University of Electronic Science and Technology of China, P.R. China
[ATO1] Data fusion and tracking in automotive active safety applications 1 (Special session)Chair: Angelos Amditis, National Technical University of Athens, Greece
Precise vehicle localization using multiple sensors and natural landmarks, pp. 649656Ullrich Scheunert, Chemnitz University of Technology, GermanyHeiko Cramer, Chemnitz University of Technology, GermanyGerd Wanielik, Chemnitz University of Technology, Germany
Lane data fusion for driver assistance systems, pp. 657663Albrecht Klotz, Robert Bosch, GermanyJan Sparbert, Robert Bosch, GermanyDieter Hötzer, Robert Bosch, Germany
Multi sensor data fusion using a generalized feature model applied to different types ofextended road objects, pp. 664671Heiko Cramer, Chemnitz University of Technology, GermanyUllrich Scheunert, Chemnitz University of Technology, GermanyGerd Wanielik, Chemnitz University of Technology, Germany
[CLA2] Classification 2
Chair: Kai F. Goebel, GE Global Research, USA
Data quality based fusion: application to the land cover, pp. 672679V. Phan Luong, Université de Provence, FranceT.T. Pham, Université de Provence, FranceR. Jeansoulin, Université de Provence, France
Attribute impact for a seismic image fusion system based on fuzzy rules, pp. 680685Lionel Valet, Université de Savoie, FranceGilles Mauris, Université de Savoie, France
Information matrix fusion with feedback versus number of sensors, pp. 686692Qiao Xiangdong, Air Force Engineering University, P.R. ChinaChang Kuochu, George Mason University, USA
[PTL1] Particle filtering 1Chair: Wolfgang Koch, FGAN, Germany
Efficient particlebased trackbeforedetect in Rayleigh noise, pp. 693700Mark G. Rutten, Defence Science and Technology Organisation, AustraliaNeil J. Gordon, Defence Science and Technology Organisation, AustraliaSimon Maskell, Qinetiq, UK
A particle filter multi target track before detect application: some special aspects, pp.701708Yvo Boers, Thales Nederland, The NetherlandsHans Driessen, Thales Nederland, The Netherlands
Sequential Monte Carlo algorithms for joint target tracking and classification usingkinematic radar information, pp. 709716Donka Angelova, Bulgarian Academy of Sciences, BulgariaLyudmila Mihaylova, University of Bristol, UK
[DSR2] Distributed fusion 2Chair: CheeYee Chong, Alphatech, USA
Bayesian track correlation and numbering, pp. 717722Egils Sviestins, Saab, Sweden
Communication in general decentralized filters and the coordinated search strategy, pp.723730Frederic Bourgault, University of Sydney, AustraliaHugh F. DurrantWhyte, University of Sydney, Australia
Communication issues in decentralized Kalman filters, pp. 731738Markus S. Schlosser, Universität Karlsruhe, GermanyKristian Kroschel, Universität Karlsruhe, Germany
[IMF3] Image fusion 3Chair: Erik P. Blasch, Air Force Research Laboratory, USA
Sensor fusion for video surveillance, pp. 739746Lauro Snidaro, University of Udine, ItalyGian Luca Foresti, University of Udine, ItalyRuixin Niu, Syracuse University, USAPramod K. Varshney, Syracuse University, USA
Background information fusion and its application in video target tracking, pp. 747753Yuxi Chen, Xi'an University of Architecture and Technology, P.R. ChinaChongzhao Han, Xi'an Jiaotong University, P.R. ChinaXin Kang, Xi'an Jiaotong University, P.R. ChinaMingjun Wang, Xi'an University of Architecture and Technology, P.R. China
A background reconstruction algorithm based on pixel intensity classification in remotevideo surveillance system, pp. 754759Zhiqiang Hou, Xi'an Jiaotong University, P.R. ChinaChongzhao Han, Xi'an Jiaotong University, P.R. China
[ATO2] Data fusion and tracking in automotive active safety applications 2 (Special session)Chair: Angelos Amditis, National Technical University of Athens, Greece
Centralized data fusion for obstacle and road borders tracking in a collision warningsystem, pp. 760767Aris Polychronopoulos, National Technical University of Athens, GreeceUllrich Scheunert, Chemnitz University of Technology, GermanyFabio Tango, Fiat Research Centre, Italy
Lateral motion tracking of automobiles, pp. 768774Angelos Amditis, National Technical University of Athens, GreeceNikolaos Floudas, National Technical University of Athens, GreeceAris Polychronopoulos, National Technical University of Athens, Greece
Track to track fusion method applied to road obstacle detection, pp. 775782C. Blanc, Université Blaise Pascal, FranceL. Trassoudaine, Université Blaise Pascal, FranceY. Le Guilloux, Sagem, FranceR. Moreira, Sagem, France
[RSM1] Resource Management 1Chair: Paul Horridge, Qinetiq, UK
Sensor management with nonideal sensor dynamics, pp. 783790Ronald Mahler, Lockheed Martin MS2 Tactical Systems, USA
Hierarchical resource management in adaptive airborne surveillance radar, pp. 791798Johannes Wintenby, Ericsson Microwave Systems, SwedenVikram Krishnamurthy, University of British Columbia, Canada
Mission driven sensor management, pp. 799804Fok Bolderheij, Royal Netherlands Naval College, The NetherlandsPiet van Genderen, Delft University of Technology, The Netherlands
[PTL2] Particle filtering 2Chair: David J. Salmond, Qinetiq, UK
An application of a particle filter to Bayesian multiple sound source tracking with audioand video information fusion, pp. 805812Hideki Asoh, National Institute of Industrial Science and Technology, JapanFutoshi Asano, National Institute of Industrial Science and Technology, JapanTakashi Yoshimura, National Institute of Industrial Science and Technology, JapanYoichi Motomura, National Institute of Industrial Science and Technology, JapanNaoyuki Ichimura, National Institute of Industrial Science and Technology, JapanIsao Hara, National Institute of Industrial Science and Technology, JapanJun Ogata, National Institute of Industrial Science and Technology, JapanKiyoshi Yamamoto, University of Tsukuba, Japan
A particle method for finding distributed objects, pp. 813819John H. Greenewald, Nonlinear Vision, USAStanton H. Musick, Air Force Research Laboratory, USATeri L. Piatt, Jacobs Sverdrup, USA
Multisensor dense estimation of 3D motion and object tracking based on a particleapproach, pp. 820827P. Lanvin, Université du Littoral Côte d'Opale, FranceJ.C. Noyer, Université du Littoral Côte d'Opale, FranceM. Benjelloun, Université du Littoral Côte d'Opale, France
[DSR3] Distributed fusion 3Chair: Subrata Das, Charles River Analytics, USA
Decision fusion rules in multihop wireless sensor networks, pp. 828835Ying Lin, Syracuse University, USABiao Chen, Syracuse University, USAPramod K. Varshney, Syracuse University, USA
Ad hoc sensor network topology design for distributed fusion: A mathematicalprogramming approach, pp. 836841Abhay Joshi, State University of New York at Buffalo, USANishant Mishra, State University of New York at Buffalo, USARajan Batta, State University of New York at Buffalo, USARakesh Nagi, State University of New York at Buffalo, USA
Data fusion for the Finnish fast attack craft squadron 2000: concept and architecture, pp.842847Werner Henrich, EADS Deutschland, GermanyThomas Kausch, EADS Deutschland, GermanyFelix Opitz, EADS Deutschland, Germany
[IMF4] Image fusion 4Chair: Shozo Mori, Alphatech, USA
Processing and fusion of thermal and video sequences for terrestrial long rangeobservation systems, pp. 848855Leonid P. Yaroslavsky, Tel Aviv University, IsraelBarak Fishbain, Tel Aviv University, IsraelAlex Shteinman, Tel Aviv University, IsraelShai Gepshtein, Tel Aviv University, Israel
On the fusion of 3D reconstruction techniques, pp. 856861Ahmed Eid, University of Louisville, USAAly A. Farag, University of Louisville, USA
Automatic delineation of the osseous interface in ultrasound images by informationfusion, pp. 862867Daanen Vincent, Institut d'Informatique et Mathématiques Appliquées de Grenoble,FranceTonetti Jerome, A. Michallon University Hospital, FranceTroccaz Jocelyne, Institut d'Informatique et Mathématiques Appliquées de Grenoble,France
[ATO3] Data fusion and tracking in automotive active safety applications 3 (Special session)Chair: Angelos Amditis, National Technical University of Athens, Greece
IMM vehicle tracking for traffic jam situations on highways, pp. 868875Nico Kaempchen, University of Ulm, GermanyKlaus C.J. Dietmayer, University of Ulm, Germany
Combining IMM filtering and DS data association for multitarget tracking, pp. 876880Hongshe Dang, Shaanxi Science & Technology University, P.R. ChinaChongzhao Han, Xi'an Jiaotong University, P.R. ChinaDominique Gruyer, Laboratoire sur les Interactions Véhicules, France
DGPS/INS data fusion for land navigation, pp. 881887Denis Berdjag, Université des Sciences et Technologies de Lille, FranceDenis Pomorski, Université des Sciences et Technologies de Lille, France
[RSM2] Resource Management 2Chair: JeanPierre Le Cadre, IRISA, France
Optimal policy for scheduling of GaussMarkov systems, pp. 888892Stephen Howard, Defence Science and Technology Organisation, AustraliaSofia Suvorova, Defence Science and Technology Organisation, AustraliaBill Moran, University of Melbourne, Australia
Optimal sensor trajectories in bearingsonly tracking, pp. 893900Marcel L. Hernandez, Qinetiq, UK
Variance Reduction for Monte Carlo implementation of adaptive sensor management, pp.901908Sumeetpal Singh, University of Cambridge, UKBaNgu Vo, University of Melbourne, AustraliaRobin J. Evans, University of Melbourne, AustraliaArnaud Doucet, University of Cambridge, UK Thursday 1 July
[INV3] Invited Lecture 3Chair: Egils Sviestins, Saab, Sweden
Games as a model for distributed fusion, p. 909Henrik I. Christensen
[GTT1] Ground Target Tracking and Classification 1 (Special session)Chair: Mahendra Mallick, Lockheed Martin Orincon, USA
Branching Ground Target Tracking using Sparse Manual Observations, pp. 910915Johan Edlund, Saab, SwedenCarl Johan Setterlind, Saab, SwedenNiclas Bergman, Saab, Sweden
Sequential constraint estimation: implementation modifications, pp. 916921Allen R. Stubberud, University of California, Irvine, USAStephen C. Stubberud, Boeing, USA
An MCMCbased particle filter for tracking target in glint noise environment, pp. 922927Hongtao Hu, Shanghai Jiao Tong University, P.R. ChinaZhongliang Jing, Shanghai Jiao Tong University, P.R. ChinaAnping Li, Shanghai Jiao Tong University, P.R. ChinaShiqiang Hu, Shanghai Jiao Tong University, P.R. ChinaHongwei Tian, Shanghai Jiao Tong University, P.R. China
[STH1] Situation, Threat and HighLevel fusion 1Chair: Pontus Svenson, Swedish Defence Research Agency, Sweden
Modelling, simulation and estimation of situation histories, pp. 928935Daniel McMichael, CSIRO Information and Communications Technology Centre, AustraliaGeoff Jarrad, CSIRO Information and Communications Technology Centre, AustraliaSimon Williams, CSIRO Information and Communications Technology Centre, AustraliaMichael Kennett, CSIRO Information and Communications Technology Centre, Australia
The IFD03 information fusion demonstrator, pp. 936943Simon Ahlberg, Swedish Defence Research Agency, SwedenPontus Hörling, Swedish Defence Research Agency, SwedenKarsten Jöred, Swedish Defence Research Agency, SwedenChristian Mårtenson, Swedish Defence Research Agency, SwedenGöran Neider, Swedish Defence Research Agency, SwedenJohan Schubert, Swedish Defence Research Agency, SwedenHedvig Sidenbladh, Swedish Defence Research Agency, SwedenPontus Svenson, Swedish Defence Research Agency, SwedenPer Svensson, Swedish Defence Research Agency, SwedenKatarina Undén, Swedish Defence Research Agency, SwedenJohan Walter, Swedish Defence Research Agency, Sweden
Automated dynamic symbology for visualization of high level fusion, pp. 944950Youngseok Kim, State University of New York at Buffalo, USAThenkurussi Kesavadas, State University of New York at Buffalo, USA
[MED] Medical applicationsChair: Andris Lauberts, Swedish Defence Research Agency, Sweden
A tool for the analysis and synthesis of alarms in patient monitoring, pp. 951958A. Otero, Universidade de Santiago de Compostela, SpainP. Félix, Universidade de Santiago de Compostela, SpainS. Barro, Universidade de Santiago de Compostela, SpainF. Palacios, Hospital General Universitario de Elche, Spain
Probabilistic unit life status estimation (PULSE), pp. 959966Subrata Das, Charles River Analytics, USAJosh Introne, Charles River Analytics, USADave Lawless, Charles River Analytics, USAReed Hoyt, US Army Research Institute of Environmental Medicine, USASteve Muza, US Army Research Institute of Environmental Medicine, USA
Dispatching/routing of emergency vehicles in a disaster environment using data fusionconcepts, pp. 967974Qiang Gong, State University of New York at Buffalo, USAArun Jotshi, State University of New York at Buffalo, USARajan Batta, State University of New York at Buffalo, USA
[PNL2] Panel discussion on DezertSmarandache theory
Panel discussion on DezertSmarandache theory, p. 975Organizer: International Society of Information Fusion (ISIF)Moderators: James Llinas, State University of New York at Buffalo, USA, Éloi Bossé,Defence Research and Development Canada, Canada
Participants:
Introduction to DSmT for information fusionJean Dezert, ONERA, France
Is DSmT a reasonable alternative to DST?Rolf Haenni, University of Konstanz, Germany
[IIF1] Image & Information Fusion 1 (Special session)Chair: Allen M. Waxman, Alphatech, USA
Information fusion for feature extraction and the development of geospatial information,pp. 976982Michael A. O'Brien, National GeospatialIntelligence Agency, USAJohn M. Irvine, SAIC, USA
Multisensor image fusion, mining and reasoning: rule sets for higherlevel AFE in a COTSenvironment, pp. 983990Marianne Chiarella, Alphatech, USADavid A. Fay, Alphatech, USARichard T. Ivey, Alphatech, USANeil A. Bomberger, Alphatech, USAAllen M. Waxman, Alphatech, USA
Fusion of texture measures for urban area characterization, pp. 991998Giovanna Trianni, University of Pavia, ItalyMarika Tosi, University of Pavia, ItalyFabio Dell'Acqua, University of Pavia, ItalyPaolo Gamba, University of Pavia, Italy
[GTT2] Ground Target Tracking and Classification 2 (Special session)Chair: Mahendra Mallick, Lockheed Martin Orincon, USA
Plottotrack correlation in ASMGCS using the target images from a surface movementradar, pp. 9991005Giovanni Golino, AMS, Italy Alfonso Farina, AMS, Italy
Ten ways to fuse GMTI and HRRR measurements for joint tracking and identification, pp.10061013Erik P. Blasch, Air Force Research Laboratory, USAChun Yang, Sigtem Technology, USA
The minimum risk angle for automatic target recognition using the intersecting corticalmodel, pp. 10141021Nils Zetterlund, Royal Institute of Technology, SwedenThomas Lindblad, Royal Institute of Technology, SwedenUlf Ekblad, Royal Institute of Technology, Sweden
[STH2] Situation, Threat and HighLevel fusion 2Chair: Martin G. Oxenham, Defence Science and Technology Organisation, Australia
Improving situation awareness using aerialmission recognition and temporalinformation, pp. 10221029Maria Andersson, Swedish Defence Research Agency, SwedenGöran Pettersson, Swedish Defence Research Agency, Sweden
Iterative information fusion using a reasoner for objects with uninformative beliefvalues, pp. 10301037S.K. Chang, University of Pittsburgh, USAErland Jungert, Swedish Defence Research Agency, Sweden
A general situation assessment model based on rule extraction, pp. 10381043Xiaodan Zhang, Northeastern University, P.R. ChinaHai Zhao, Northeastern University, P.R. ChinaZhansheng Duan, Xi'an Jiaotong University, P.R. China
[ASO1] Association 1Chair: Ivan Kadar, Interlink Systems Sciences, USA
Multitarget outofsequence data association, pp. 10441051
Simon Maskell, Qinetiq, UKRichard Everitt, Qinetiq, UKRobert Wright, Qinetiq, UKMark Briers, Qinetiq, UK
A probabilistic strongest neighbor filter algorithm for m validated measurements, pp.10521058Taek Lyul Song, Hanyang University, KoreaKye Jin Rhee, LG Innotek, KoreaDong Gwan Lee, Hanyang University, Korea
Association matrix generation for sensor data fusion, pp. 10591065Michele Bierbaum, Johns Hopkins University, USA
[IIF2] Image & Information Fusion 2 (Special session)Chair: Allen M. Waxman, Alphatech, USA
Colorizing grayscale intensified nightvision images, pp. 10661071Alexander Toet, TNO, The Netherlands
Hybrid fused displays: between pixel and regionbased image fusion, pp. 10721079S.G. Nikolov, University of Bristol, UKJ.J. Lewis, University of Bristol, UKR.J. O'Callaghan, University of Bristol, UKD.R. Bull, University of Bristol, UKC.N. Canagarajah, University of Bristol, UK
A MultipleHypothesis Tracking of Multiple Ground Targets from Aerial Video withDynamic Sensor Control, pp. 10801087Pablo Arambel, Alphatech, USAMatthew Antone, Alphatech, USAConstantino Rago, Alphatech, USAHerbert Landau, Alphatech, USAThomas Strat, Defense Advanced Research Projects Agency, USA
[GTT3] Ground Target Tracking and Classification 3 (Special session)Chair: Mahendra Mallick, Lockheed Martin Orincon, USA
Ground target classification using combined radar and IR with simulated data, pp. 10881095Andris Lauberts, Swedish Defence Research Agency, SwedenMikael Karlsson, Swedish Defence Research Agency, SwedenFredrik Näsström, Swedish Defence Research Agency, SwedenRahman Aljasmi, Swedish Defence Research Agency, Sweden
Distributed data fusion in a ground sensor network, pp. 10961103Mikael Brännström, Swedish Defence Research Agency, SwedenRon Lennartsson, Swedish Defence Research Agency, SwedenAndris Lauberts, Swedish Defence Research Agency, SwedenHans Habberstad, Swedish Defence Research Agency, SwedenErland Jungert, Swedish Defence Research Agency, SwedenMartin Holmberg, Swedish Defence Research Agency, Sweden
Multi target tracking of ground targets in clutter with LMIPDAIMM, pp. 11041110Darko Musicki, University of Melbourne, AustraliaSofia Suvorova, Defence Science and Technology Organisation, AustraliaSubhash Challa, University of Technology Sydney, Australia
[STH3] Situation, Threat and HighLevel fusion 3Chair: Johan Schubert, Swedish Defence Research Agency, Sweden
A Bayesian blackboard for information fusion, pp. 11111116Charles Sutton, University of Massachusetts, USAClayton Morrison, USC Information Sciences Institute, USAPaul R. Cohen, USC Information Sciences Institute, USAJoshua Moody, USC Information Sciences Institute, USAJafar Adibi, USC Information Sciences Institute, USA
Support for situation awareness in command and control, pp. 11171124Klas Wallenius, Royal Institute of Technology, Sweden
Bayesian games for threat prediction and situation analysis, pp. 11251132Joel Brynielsson, Royal Institute of Technology, SwedenStefan Arnborg, Royal Institute of Technology, Sweden
[ASO2] Association 2Chair: Henry Leung, University of Calgary, Canada
Evaluation of data association hypotheses: nonPoisson I.I.D. cases, pp. 11331140Shozo Mori, Alphatech, USACheeYee Chong, Alphatech, USA
An efficient approach to decompose the multidimensional assignment problem, pp. 11411149Huub W. de Waard, Thales Naval Nederland, The NetherlandsAgostino Capponi, Thales Naval Nederland, The Netherlands
A polynomial time algorithm for the multidimensional assignment problem in multiplesensor environments, pp. 11501157Agostino Capponi, Thales Naval Nederland, The NetherlandsHuub W. de Waard, Thales Naval Nederland, The Netherlands
[REL1] Reliability in Information fusion 1 (Special session)Chair: Galina Rogova, Encompass Consulting, USA
Reliability in information fusion: literature survey, pp. 11581165Galina L. Rogova, Encompass Consulting, USAVincent Nimier, ONERA, France
Information evaluation: a formalisation of operational recommendations, pp. 11661171Vincent Nimier, ONERA, France
Assessing the reliability of open source information, pp. 11721178David F. Noble, Evidence Based Research, USA
[GTT4] Ground Target Tracking and Classification 4 (Special session)Chair: Mahendra Mallick, Lockheed Martin Orincon, USA
Differential geometry measures of nonlinearity with applications to ground targettracking, pp. 11791186Mahendra Mallick, Lockheed Martin Orincon, USA
Sensor Resource Management with Hierarchical Target Valuation Models, pp. 11871194Joe P. Hill, Alphatech, USAK.C. Chang, George Mason University, USA
Ground surveillance and fusion of ground target sensor data in a network based defense,pp. 11951201Håkan Warston, Ericsson Microwave Systems, SwedenHans Persson, Ericsson Microwave Systems, Sweden
[STH4] Situation, Threat and HighLevel fusion 4Chair: Éloi Bossé, Defence Research and Development Canada, Canada
Bridging the gap between information need and information acquisition, pp. 12021209L. Ronnie M. Johansson, Royal Institute of Technology, SwedenRobert Suzic, Swedish Defence Research Agency, Sweden
An approach to integrated cognitive fusion, pp. 12101217Gabriel Jakobson, Altusys, USALundy Lewis, Southern New Hampshire UniversityJohn Buford, Altusys, USA
Revisions and extensions to the JDL data fusion model II, pp. 12181230James Llinas, State University of New York at Buffalo, USAChristopher Bowman, Consultant, USAGalina L. Rogova, Encompass Consulting, USAAlan Steinberg, Utah State University, USAEd Waltz, General Dynamics Advanced Information, USAFrank White, US Navy Spawar Systems Center, USA
[ASO3] Association 3Chair: Hedvig Sidenbladh, Swedish Defence Research Agency, Sweden
Assignment costs for multiple sensor tracktotrack association, pp. 12311237Lance M. Kaplan, Clark Atlanta University, USAWilliam D. Blair, Georgia Tech Research Institute, USA
A neural network based approach for ESM/radar track association, pp. 12381244Yifeng Zhou, Defence Research and Development Canada, CanadaJim Mickeal, Defence Research and Development Canada, CanadaBarbara Ford, Defence Research and Development Canada, Canada
MCMC data association algorithm applied to the French overthehorizon radarNostradamus, pp. 12451250David Bourgeois, ENSEA, FranceChristèle Morisseau, ONERA, FranceMarc Flécheux, ONERA, France
[REL2] Reliability in Information fusion 2 (Special session)Chair: Galina Rogova, Encompass Consulting, USA
Automated association of track information from sensor sources with nonsensorinformation in the context of maritime surveillance, pp. 12511256Eric Lefebvre, Lockheed Martin Canada, CanadaChristopher Helleur, Defence Research and Development Canada, Canada
Reliability of PDA based target tracking in clutter, pp. 12571262Darko Musicki, University of Melbourne, AustraliaXuezhi Wang, University of Melbourne, Australia
Robustness analysis at the technical level of situation assessment, pp. 12631268Xuezhi Wang, University of Melbourne, AustraliaGavin Thoms, University of Melbourne, Australia
Authors Index
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