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FUSION 2009: Seattle, Washington, USA
- 12th International Conference on Information Fusion, FUSION '09, Seattle, Washington, USA, July 6-9, 2009. IEEE 2009, ISBN 978-0-9824438-0-4
Particle Filters and Monte Carlo Methods I
- Mark R. Morelande, Neil J. Gordon:
Rao-Blackwellised variable rate particle filters. 1-8 - Mats Ekman:
Particle filtering and data association using attribute data. 9-16 - Per Skoglar, Umut Orguner, David Törnqvist, Fredrik Gustafsson:
Road target tracking with an approximative Rao-Blackwellized Particle Filter. 17-24 - Daniel Danu, Thia Kirubarajan, Thomas Lang:
Wasserstein distance for the fusion of multisensor multitarget particle filter clouds. 25-32 - Yvo Boers, Hans Driessen, Arunabha Bagchi:
Point estimation for jump Markov systems: Various MAP estimators. 33-40
Target Tracking I
- Vincent van Leijen, Léon J. M. Rothkrantz, Frans C. A. Groen:
Acoustic inversion with self noise of an autonomous underwater vehicle to measure sound speed in marine sediments. 41-47 - Ryoichi Takashima, Tetsuya Takiguchi, Yasuo Ariki:
Monaural sound-source-direction estimation using the acoustic transfer function of an active microphone. 48-53 - Thyagaraju Damarla, David J. Thornley, Duncan Gillies, Ed Gentle:
Toward efficient quality of information estimation in simultaneous acoustic tracking and classification of multiple targets. 54-61 - Mohammad El-Jaber, Abdalla Osman, Garfield R. Mellema, Aboelmagd Noureldin:
Target tracking in multi-static active sonar systems using dynamic programming and Hough transform. 62-69 - Vishal Cholapadi Ravindra, Yaakov Bar-Shalom, Thyagaraju Damarla:
Feature-aided localization of ground vehicles using passive acoustic sensor arrays. 70-77
Sensor Management
- Michael K. Schneider:
Computing maximal track clusters for sensor resource management. 78-84 - Chun Yang, Erik Blasch, Ivan Kadar:
Geometric factors in target positioning and tracking. 85-92 - Corrado Grappiolo, Shimon Whiteson, Gregor Pavlin, Bram Bakker:
Integrating distributed Bayesian inference and reinforcement learning for sensor management. 93-101 - Marco F. Huber, Achim Kuwertz, Felix Sawo, Uwe D. Hanebeck:
Distributed greedy sensor scheduling for model-based reconstruction of space-time continuous physical phenomena. 102-109 - Farhad Ghassemi, Vikram Krishnamurthy:
Upper bounds for the sensor subset selection problem. 110-117
Sensor Networks I
- Eelke van Foeken, Leon J. H. M. Kester, Miranda van Iersel:
Real-time common awareness in communication constrained sensor systems. 118-125 - Eric Richter, Marcus Obst, Robin Schubert, Gerd Wanielik:
Cooperative relative localization using Vehicle-To-Vehicle communications. 126-131 - Maen Takruri, Subhash Challa, Ramah Yunis:
Data fusion techniques for auto calibration in wireless sensor networks. 132-139 - Deniz Üstebay, Boris N. Oreshkin, Mark Coates, Michael G. Rabbat:
Multi-hop Greedy Gossip with Eavesdropping. 140-145 - Behrouz Touri, Angelia Nedic:
Distributed consensus over network with noisy links. 146-154
Situation Awareness I
- Ying Zhang, Rakesh Nagi, Moises Sudit:
Analytic Network Process for model elicitation in nation-building simulations. 155-162 - Kedar Sambhoos, James Llinas:
Evaluation methods for distributed multi-platform systems in electronic warfare and information-warfare related missions. 163-170 - Joeri van Laere, Maria Nilsson:
Evaluation of a workshop to capture knowledge from subject matter experts in maritime surveillance. 171-178 - Dafni Stampouli, Daniel Vincen, Gavin Powell:
Situation assessment for a centralised intelligence fusion framework for emergency services. 179-186 - Jemin George, John L. Crassidis, Tarunraj Singh:
Threat assessment using context-based tracking in a maritime environment. 187-194
Classification I
- Hicham Laanaya, Arnaud Martin:
Multi-view fusion based on belief functions for seabed recognition. 195-202 - Benjamin Pannetier, Jean Dezert:
GMTI and IMINT data fusion for multiple target tracking and classification. 203-210 - Robert S. Lynch Jr., Peter K. Willett:
Maximizing expected gain in supervised discrete Bayesian classification when fusing binary valued features. 211-216 - Guy Kouemou, Christoph Neumann, Felix Opitz:
Exploitation of track accuracy information in fusion technologies for radar target classification using Dempster-Shafer Rules. 217-223 - Luca Cazzanti, Maya R. Gupta, Santosh Srivastava:
Fusing similarities and Euclidean features with generative classifiers. 224-231
Ontology-Based Reasoning
- Baofeng Guo, Mark S. Nixon, Thyagaraju Damarla:
Acoustic vehicle classification by fusing with semantic annotation. 232-239 - Christopher J. Matheus, Brian Ulicny, Mieczyslaw M. Kokar, Gerald M. Powell:
Towards the formal representation of temporal aspects of Enemy/Threat Courses Of Action. 240-247 - Paulo Cesar G. da Costa, Kuo-Chu Chang, Kathryn B. Laskey, Rommel N. Carvalho:
A multi-disciplinary approach to high level fusion in predictive situational awareness. 248-255 - Kedar Sambhoos, Melih Temel, Feng Pan, Moises Sudit:
Process refinement using Biosensor location problem. 256-263 - Jérôme Besombes, Vincent Nimier, Laurence Cholvy:
Information evaluation in fusion using information correlation. 264-269
Particle Filters and Monte Carlo Methods II
- Ondrej Straka, Miroslav Simandl, Jindrich Duník:
Gaussian mixtures proposal density in particle filter for track-before-detect. 270-277 - Saikat Saha, Yvo Boers, Hans Driessen, Pranab Kumar Mandal, Arunabha Bagchi:
Particle based MAP state estimation: A comparison. 278-283 - Donka S. Angelova, Lyudmila Mihaylova:
Contour extraction from ultrasound images viewed as a tracking problem. 284-291 - Mark R. Morelande:
Joint data association using importance sampling. 292-299
Target Tracking II
- Daniel Svensson, Johannes Wintenby, Lennart Svensson:
Performance evaluation of MHT and GM-CPHD in a ground target tracking scenario. 300-307 - Roy L. Streit:
PHD intensity filtering is one step of a MAP estimation algorithm for positron emission tomography. 308-315 - Rajib Chakravorty, Subhash Challa:
Multitarget tracking algorithm - Joint IPDA and Gaussian mixture PHD filter. 316-323 - Brian Cheung, Samuel J. Davey, Douglas A. Gray:
Combining PMHT with classifications to perform SLAM. 324-331 - David Frederic Crouse, Marco Guerriero, Peter Willett, Roy L. Streit, Darin Dunham:
A look at the PMHT. 332-339
UAV Planning
- Eckart Michaelsen, Klaus Jäger:
A GOOGLE-earth based test bed for structural image-based UAV navigation. 340-346 - Jean Berger, Jens Happe, Christian Gagné, Martin Lau:
Co-evolutionary information gathering for a cooperative unmanned aerial vehicle team. 347-354 - Sean R. Semper, John L. Crassidis:
Decentralized geolocation and optimal path planning using limited UAVs. 355-362 - Hongda Chen, Kuo-Chu Chang, Craig S. Agate:
Tracking with UAV using tangent-plus-Lyapunov vector field guidance. 363-372 - Xianghui Yuan, Chongzhao Han, Zhansheng Duan:
Performance analysis and correlation selection with Doppler measurements. 373-379
Sensor Networks II
- Qing Ling, Zhi Tian:
A decentralized Gauss-Seidel approach for in-network sparse signal recovery. 380-387 - Kevin Topley, Vikram Krishnamurthy, Gang George Yin:
Average-consensus with switched Markovian network links. 388-395 - Maria Andersson, Joakim Rydell, Jörgen Ahlberg:
Estimation of crowd behavior using sensor networks and sensor fusion. 396-403 - David Lindgren, Olof Wilsson, Fredrik Gustafsson, Hans Habberstad:
Shooter localization in wireless sensor networks. 404-411 - Adrien Ickowicz, Jean-Pierre Le Cadre:
Bi-target tracking within a binary sensor network. 412-419
Situation Awareness II
- Timo Lampinen, Tommi Laitinen, Janne Ropponen:
Joint threat assessment with asset profiling and entity Bayes net. 420-427 - Johan Schubert, Pontus Svenson, Christian Mårtenson:
System prediction combining state estimation with an evidential influence diagram. 428-435 - Farzad Fooladvandi, Christoffer Brax, Per M. Gustavsson, Mikael Fredin:
Signature-based activity detection based on Bayesian networks acquired from expert knowledge. 436-443 - Peter Krauthausen, Uwe D. Hanebeck:
Intention recognition for partial-order plans using Dynamic Bayesian Networks. 444-451 - Adam Stotz, Rakesh Nagi, Moises Sudit:
Incremental graph matching for Situation Awareness. 452-459
Classification II
- Sampath Deegalla, Henrik Boström:
Fusion of dimensionality reduction methods: A case study in microarray classification. 460-465 - Mark E. Oxley, Steven N. Thorsen, Christine M. Schubert:
The ROC manifold of fused independent classification systems. 466-473 - Yihua Chen, Maya R. Gupta:
Fusing similarities and kernels for classification. 474-481 - Andreas Starzacher, Bernhard Rinner:
Embedded realtime feature fusion based on ANN, SVM and NBC. 482-489 - Yi Yang, Chongzhao Han, Deqiang Han:
A novel feature line segment approach for pattern classification. 490-497
Belief Functions, Theory
- Alexandre Veremme, Daniel Dupont, Eric Lefèvre, David Mercier:
Belief assignment on compound hypotheses within the framework of the Transferable Belief Model. 498-505 - Ghalia Nassreddine, Fahed Abdallah, Thierry Denoeux:
A state estimation method for multiple model systems using belief function theory. 506-513 - Pierre-Emmanuel Doré, Arnaud Martin, Irène Abi-Zeid, Anne-Laure Jousselme, Patrick Maupin:
Theory of belief functions for information combination and update in search and rescue operations. 514-521 - Mihai Cristian Florea, Éloi Bossé:
Dempster-Shafer Theory: Combination of information using contextual knowledge. 522-528 - Arnaud Martin:
Reliability and combination rule in the theory of belief functions. 529-536
Distributed Fusion I
- Xin Tian, Yaakov Bar-Shalom:
Exact algorithms for four track-to-track fusion configurations: All you wanted to know but were afraid to ask. 537-544 - Alexei Makarenko, Alex Brooks, Tobias Kaupp, Hugh F. Durrant-Whyte, Frank Dellaert:
Decentralised data fusion: A graphical model approach. 545-554 - William J. Farrell, Chidambar Ganesh:
Generalized chernoff fusion approximation for practical distributed data fusion. 555-562 - Zhansheng Duan, X. Rong Li:
Optimal distributed estimation fusion with compressed data. 563-570 - Yimin Wang, X. Rong Li:
A fast and fault-tolerant convex combination fusion algorithm under unknown cross-correlation. 571-578
Target Tracking III
- Frederik Beutler, Marco F. Huber, Uwe D. Hanebeck:
Gaussian Filtering using state decomposition methods. 579-586 - Julian Hörst, Felix Sawo, Vesa Klumpp, Uwe D. Hanebeck, Dietrich Fränken:
Extension of the Sliced Gaussian Mixture Filter with application to cooperative passive target tracking. 587-594 - Ángel F. García-Fernández, Jesús Grajal:
Multitarget tracking using the Joint Multitrack Probability Density. 595-602 - Paul R. Horridge, Simon Maskell:
A scalable method of tracking targets with dependent distributions. 603-610 - Paul R. Horridge, Simon Maskell:
Searching for, initiating and tracking multiple targets using existence probabilities. 611-617
Detection and Tracking
- Samuel J. Davey, Brian Cheung, Mark G. Rutten:
Track-Before-Detect for sensors with complex measurements. 618-625 - Samuel Gidel, Christophe Blanc, Thierry Chateau, Paul Checchin, Laurent Trassoudaine:
Non-parametric laser and video data fusion: Application to pedestrian detection in urban environment. 626-632 - Nageswara S. V. Rao, Charles W. Glover, Mallikarjun Shankar, Jren-Chit Chin, David K. Y. Yau, Chris Y. T. Ma, Yong Yang, Sartaj Sahni:
Improved SPRT detection using localization with application to radiation sources. 633-640 - Kevin G. Jamieson, Maya R. Gupta, David W. Krout:
Sequential Bayesian estimation of the probability of detection for tracking. 641-648 - Lena Chang, Ching-Min Cheng:
Adaptive target tracking for wideband sources in near field. 649-655
Sensor Networks III
- Amadou Gning, Lyudmila Mihaylova:
Dynamic clustering and belief propagation for distributed inference in random sensor networks with deficient links. 656-663 - Haipeng Zheng, Sanjeev R. Kulkarni, H. Vincent Poor:
Cooperative training for attribute-distributed data: Trade-off between data transmission and performance. 664-671 - Omid Namvar Gharehshiran, Vikram Krishnamurthy:
Dynamic coalition formation for efficient sleep time allocation in wireless sensor networks using cooperative game theory. 672-677 - Robert B. Lobbia, Alec D. Gallimore:
Fusing spatially and temporally separated single-point turbulent plasma flow measurements into two-dimensional time-resolved visualizations. 678-685 - Siyue Chen, Henry Leung, Éloi Bossé:
A maximum likelihood approach to joint registration, association and fusion for multi-sensor multi-target tracking. 686-693
Situation Awareness III
- Christoffer Brax, Lars Niklasson, Rikard Laxhammar:
An ensemble approach for increased anomaly detection performance in video surveillance data. 694-701 - Gabriel Terejanu, Puneet Singla, Tarunraj Singh, Peter D. Scott:
Decision based uncertainty propagation using adaptive Gaussian mixtures. 702-709 - Umamaheswara Konda, Tarunraj Singh, Puneet Singla, Peter D. Scott:
Uncertainty propagation in puff-based dispersion models using polynomial chaos. 710-716 - Giuseppe Paolo Settembre, Daniele Nardi, Roberta Pigliacampo, Alessandro Farinelli, Mirco Rossi:
Solving disagreements in a multi-agent system performing Situation Assessment. 717-724 - Alan N. Steinberg:
Context-sensitive data fusion using structural equation modeling. 725-731
Anomaly Detection
- Anwer Bashi, Vesselin P. Jilkov, X. Rong Li:
Fault detection for systems with multiple unknown modes and similar units - Part I. 732-739 - Anwer Bashi, Vesselin P. Jilkov, X. Rong Li:
Fault detection for systems with multiple unknown modes and similar units - Part II: Application to HVAC. 740-747 - Saiedeh Navabzadeh Razavi, Carl T. Haas, Philippe Vanheeghe, Emmanuel Duflos:
Real world implementation of belief function theory to detect dislocation of materials in construction. 748-755 - Rikard Laxhammar, Göran Falkman, Egils Sviestins:
Anomaly detection in sea traffic - A comparison of the Gaussian Mixture Model and the Kernel Density Estimator. 756-763 - Jonathan Edward Barker, Richard John Green, Paul Thomas, Gavin Brown, David Salmond:
Information Fusion based decision support via Hidden Markov Models and time series anomaly detection. 764-771
Distributed Fusion II
- Simon J. Julier:
Estimating and exploiting the degree of independent information in distributed data fusion. 772-779 - Paolo Braca, Marco Guerriero, Stefano Maranò, Vincenzo Matta, Peter Willett:
Distributed estimation with data association: Is the nearest neighbor the most informative? 780-785 - Andrew E. Gelfand, Christopher Smith, Mike Colony, Christopher Bowman:
Performance evaluation of decentralized estimation systems with uncertain communication. 786-793 - Robin Glinton, Paul Scerri, Katia P. Sycara:
Towards the understanding of information dynamics in large scale networked systems. 794-801 - Umut Orguner, Fredrik Gustafsson:
Distributed target tracking with propagation delayed measurements. 802-809
Target Tracking IV
- Robin Schubert, Gerd Wanielik:
Unifying Bayesian networks and IMM filtering for improved multiple model estimation. 810-817 - Edson Hiroshi Aoki, Karl Heinz Kienitz:
Suboptimal JPDA for tracking in the presence of clutter and missed detections. 818-825 - Zhexu Chen, Lei Chen, Müjdat Çetin, Alan S. Willsky:
An efficient message passing algorithm for multi-target tracking. 826-833 - Jill K. Nelson, Hossein Roufarshbaf:
A tree search approach to target tracking in clutter. 834-841 - Weifeng Liu, Chongzhao Han, Feng Lian:
An alternative derivation of a Bayes tracking filter based on finite mixture models. 842-849
Fusion Evaluation Over Dynamic Data and Intelligent Targets I
- Chun Yang, Ivan Kadar, Erik Blasch:
Performance-driven resource management in layered sensing. 850-857 - Bart Kahler, Erik Blasch:
Impact of HRR radar processing on moving target identification performance. 858-865 - Joeri van Laere:
Challenges for IF performance evaluation in practice. 866-873 - Huimin Chen, Genshe Chen, Erik Philip Blasch, Philip Douville, Khanh D. Pham:
Information theoretic measures for performance evaluation and comparison. 874-881 - Alexander Kott, Wes Milks:
Approaches to validation of information fusion systems. 882-889
Finite Set Statistics (FISST): Theory and Applications I
- Ba-Ngu Vo, Ba-Tuong Vo, Nam-Trung Pham, David Suter:
Bayesian multi-object estimation from image observations. 890-898 - Daniel E. Clark, Ba-Tuong Vo, Ba-Ngu Vo:
Forward-backward sequential Monte Carlo smoothing for joint target detection and tracking. 899-906 - Evangeline Pollard, Benjamin Pannetier, Michèle Rombaut:
Convoy detection processing by using the hybrid algorithm (GMCPHD/VS-IMMC-MHT) and Dynamic Bayesian Networks. 907-914 - Ronald P. S. Mahler:
PHD filters for nonstandard targets, I: Extended targets. 915-921 - Ronald P. S. Mahler:
PHD filters for nonstandard targets, II: Unresolved targets. 922-929
Data Fusion on Networks
- James P. Ferry:
Group tracking on dynamic networks. 930-937 - Ralph L. Wojtowicz:
Non-classical Markov logic and network analysis. 938-947 - Gregory A. Godfrey, Tom Mifflin:
Likelihood-based optimization of threat operation timeline estimation. 948-953 - Tom Mifflin:
Detection theory on random graphs. 954-959 - Jonathan R. Schoenberg, Mark E. Campbell:
Distributed terrain estimation using a mixture-model based algorithm. 960-967
Hybrid Techniques for Adaptation of Data Fusion Systems
- Aitor Mata, Belén Pérez Lancho, Emilio Corchado, Javier Bajo:
Organization based system for oceanographic monitoring. 968-975 - Alan N. Steinberg:
Agent/Source Characterization for exploitation of human-generated intelligence. 976-983 - Denis Garagic, Majid Zandipour, Frank Stolle, Matthew Antone, Bradley J. Rhodes:
Hybrid neuro-bayesian spatial contextual reasoning for scene content understanding. 984-989 - Fernando de la Prieta, Belén Pérez Lancho, Juan Francisco de Paz, Javier Bajo, Juan M. Corchado:
Ovamah: Multiagent-based adaptive virtual organizations. 990-997 - Per Hilletofth, Sandor Ujvari, Ronnie Johansson:
Agent-based simulation fusion for improved decision making for service operations. 998-1005
Extended Object and Group Tracking I
- Angie Fasoula, Hans Driessen, Piet van Genderen:
Model-based integrated HRR object tracking and classification. 1006-1013 - Shuo Zhang, Yaakov Bar-Shalom:
Robust kernel-based object tracking with multiple kernel centers. 1014-1021 - Michael Mertens, Martin Ulmke, Richard Klemm, Wolfgang Koch:
Using lateral length measurements in GMTI convoy tracking. 1022-1028 - Michael Feldmann, Dietrich Fränken:
Advances on tracking of extended objects and group targets using random matrices. 1029-1036 - Linfeng Xu, X. Rong Li:
Hybrid Cramer-Rao lower bound on tracking ground moving extended target. 1037-1044
Image Processing/Fusion I
- Mrityunjay Kumar:
Total variation regularization-based pixel level image fusion. 1045-1052 - Weiping Yang, Xuezhi Wang, Ashley Wheaton, Nicola Cooley, William Moran:
Automatic optical and IR image fusion for plant water stress analysis. 1053-1059 - Yufeng Zheng:
Multi-scale fusion algorithm comparisons: Pyramid, DWT and iterative DWT. 1060-1067 - Grégory Païs, Françoise Deloule, Daniel Beauchêne, Patrick Lambert:
Animated movie activity characterization by image and text information fusion. 1068-1075 - Chuanming Wei, Lance M. Kaplan, Stephen D. Burks, Rick S. Blum:
Diffuse prior monotonic likelihood ratio test for evaluation of fused image quality metrics. 1076-1083
Target Tracking V
- Craig Carthel, Stefano Coraluppi, Peter Willett, Marco Maratea, Alain Maguer:
Maximum likelihood approach to HF radar performance characterization. 1084-1091 - Miao Zhang, Stefan Knedlik, Otmar Loffeld:
Performance analysis of data fusion for ground target tracking using GSM networks. 1092-1099 - X. Rong Li, Ryan R. Pitre, Vesselin P. Jilkov, Huimin Chen:
A new performance metric for search and track missions. 1100-1107 - Ryan R. Pitre, X. Rong Li, Donald DelBalzo:
A New Performance Metric for Search and Track Missions 2: Design and application to UAV search. 1108-1114 - Gökhan Soysal, Ali Onder Bozdogan, Murat Efe:
Information analysis in passive radar networks for target tracking. 1115-1122
Fusion Evaluation Over Dynamic Data and Intelligent Targets II
- Rommel N. Carvalho, Kuo-Chu Chang:
A performance evaluation tool for multi-sensor classification systems. 1123-1130 - Dongxu Li, Genshe Chen, Erik Blasch, Khanh D. Pham:
Sensor attack avoidance: Linear quadratic game approach. 1131-1138 - Boris Kovalerchuk:
Modeling ATR processes to predict their performance by using invariance, robustness and self-refusal approach. 1139-1146 - Robert Canavan, Claire L. McCullough, William J. Farrell:
Track-centric metrics for track fusion systems. 1147-1154 - Xiaokun Li, Genshe Chen, Erik Blasch, James Patrick, Chun Yang, Ivan Kadar:
A geometric feature-aided game theoretic approach to sensor management. 1155-1162
Finite Set Statistics (FISST): Theory and Applications II
- Francesco Papi, Giorgio Battistelli, Luigi Chisci, Stefano Morrocchi, Alfonso Farina, Antonio Graziano:
Multitarget tracking via joint PHD filtering and multiscan association. 1163-1170 - Evangeline Pollard, Aurélien Plyer, Benjamin Pannetier, Frédéric Champagnat, Guy Le Besnerais:
GM-PHD filters for multi-object tracking in uncalibrated aerial videos. 1171-1178 - Avishy Carmi, François Septier, Simon J. Godsill:
The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking. 1179-1186 - Lennart Svensson, Daniel Svensson, Peter Willett:
Set JPDA algorithm for tracking unordered sets of targets. 1187-1194 - Radford Juang, Philippe Burlina:
Comparative performance evaluation of GM-PHD filter in clutter. 1195-1202
Advances and Applications of DSmT for Information Fusion
- Florentin Smarandache, Jean Dezert, Xinde Li:
Refined labels for qualitative information fusion in decision-making support system. 1203-1210 - Pierre Valin, Pascal Djiknavorian, Dominic Grenier:
DSm theory for fusing highly conflicting ESM reports. 1211-1217 - Ksawery Aleksander Krenc, Adam Kawalec:
An application of DSmT in ontology-based fusion systems. 1218-1225 - Frédéric Dambreville:
Modeling evidence fusion rules by means of referee functions. 1226-1233 - Bärbel Grabe, Thorsten Ike, Michael Hötter:
Evidence based evaluation method for grid-based environmental representation. 1234-1240
Integrating the Human Analyst into Hybrid Sensing
- Max Krüger, Nane Kratzke:
Monitoring of reliability in Bayesian identification. 1241-1248 - Michael Lewis, Huadong Wang, Prasanna Velagapudi, Paul Scerri, Katia P. Sycara:
Using humans as sensors in robotic search. 1249-1256 - David L. Hall, Michael D. McNeese, Ben Hellar, Brian J. Panulla, Wade Shumaker:
A cyber infrastructure for evaluating the performance of human centered fusion. 1257-1264 - Rashaad E. T. Jones, Erik S. Connors, Mica R. Endsley:
Incorporating the human analyst into the data fusion process by modeling situation awareness using fuzzy cognitive maps. 1265-1271 - Erik Blasch, Pierre Valin, Éloi Bossé, Maria Nilsson, Joeri van Laere, Elisa Shahbazian:
Implication of culture: User roles in information Fusion for enhanced situational understanding. 1272-1279
Extended Object and Group Tracking II
- François Septier, Avishy Carmi, Simon J. Godsill:
Tracking of multiple contaminant clouds. 1280-1287 - Marcus Baum, Uwe D. Hanebeck:
Extended object tracking based on combined set-theoretic and stochastic fusion. 1288-1295 - Henk A. P. Blom, Edwin A. Bloem:
Permutation invariance in Bayesian estimation of two targets that maneuver in and out formation flight. 1296-1303
Image Processing/Fusion II
- Simon Hawe, Ulrich Kirchmaier, Klaus Diepold:
MutanT: A modular and generic tool for multi-sensor data processing. 1304-1309 - Ming Zhai, Shan Fu:
Noise reduction for tiny contours in image sequence. 1310-1316 - Cedric Rominger, Arnaud Martin, Ali Khenchaf, Hicham Laanaya:
Sonar image registration based on conflict from the theory of belief functions. 1317-1324 - Siyue Chen, Henry Leung:
An EM-CI based approach to fusion of IR and visual images. 1325-1330
Intelligent Transportation
- Ying Lee:
Freeway travel time forecast using artifical neural networks with cluster method. 1331-1338 - Stefan Hensel, Carsten Hasberg:
Multi sensor mapping of rail networks. 1339-1346 - Jiri Jerhot, Thomas Form, Ganymed Stanek, Marc-Michael Meinecke, Thien-Nghia Nguyen, Jörn Knaup:
Integrated probabilistic approach to environmental perception with self-diagnosis capability for advanced driver assistance systems. 1347-1354 - Alex Wang, Vikram Krishnamurthy, José Araujo:
Syntactic inference for highway traffic analysis. 1355-1362 - Katrin Gerlach, Christian Rahmig:
Multi-hypothesis based map-matching algorithm for precise train positioning. 1363-1369
Fusion & Policy Issues and Capabilities for Coalition Operations
- Chatschik Bisdikian, Lance M. Kaplan, Mani B. Srivastava, David J. Thornley, Dinesh C. Verma, Robert I. Young:
Building principles for a quality of information specification for sensor information. 1370-1377 - Dinesh C. Verma, Tien Pham, Gregory H. Cirincione, Gavin Pearson:
An end to end life cycle for ISR in coalition networks. 1378-1384 - Seraphin B. Calo, David Wood, Petros Zerfos, David Vyvyan, Patrick Dantressangle, Graham A. Bent:
Technologies for federation and interoperation of coalition networks. 1385-1392 - Joel J. Wright, Christopher Gibson, Flávio Bergamaschi, Kelvin Marcus, Ryan Pressley, Gunjan Verma, Gene T. Whipps:
A dynamic infrastructure for interconnecting disparate ISR/ISTAR assets (the ITA sensor fabric). 1393-1400 - Daniel Vincen, Dafni Stampouli, Gavin Powell:
Foundations for system implementation for a centralised intelligence fusion framework for emergency services. 1401-1408
Color in Image and Information Fusion
- Sascha Klonus, Manfred Ehlers:
Performance of evaluation methods in image fusion. 1409-1416 - Alexander Toet, Maarten A. Hogervorst:
Towards an optimal color representation for multiband nightvision systems. 1417-1423 - Marek Schikora, Miriam Häge, Eicke Ruthotto, Klaus Wild:
A convex formulation for color image segmentation in the context of passive emitter localization. 1424-1431 - Maarten A. Hogervorst, Alexander Toet:
Evaluation of a color fused dual-band NVG. 1432-1438 - Allen M. Waxman, David A. Fay, Paul Ilardi, Pablo O. Arambel, Xinzhuo Shen, John Krant, Timothy Moore, Brian Gorin, Scott Tilden, Bruce Baron, James Lobowiecki, Robert Jelavic, Cliff Verbiar, John Antoniades, Mark Baumback, Daniel Hass, Jonathan Edwards, Samuel Henderson, Dave Chester:
Fused EO/IR detection & tracking of surface targets: Flight demonstrations. 1439-1443
Boeing Special Session
- Paul R. Jackson, Jeffery D. Musiak:
Boeing Fusion Performance Analysis (FPA) Tool. 1444-1450 - Changzhou Wang, Jai J. Choi, Anne Kao, Rodney Tjoelker:
CMAP: A flexible and efficient framework for constraint-based mining of activity patterns. 1451-1458 - Thomas C. Bradley:
Dynamic Resource Allocation and Management for level 4 fusion. 1459-1466 - Jeffrey D. King, Brett Hartman:
Boeing Phantom Works Fusion Architecture: A flexible approach for multiple projects and domains. 1467-1472 - Paul Z. Thunemann, Raju S. Mattikalli, Sharon F. Arroyo, Paul D. Frank:
Characterizing the tradeoffs between different sensor allocation and management algorithms. 1473-1480
Applications I
- Julio Lana Roldao da Silva, José F. B. Brancalion, David Fernandes:
Data fusion techniques applied to scenarios including ADS-B and radar sensors for air traffic control. 1481-1488 - Yanjun Yan, Ganapathi Kamath, Lisa Ann Osadciw, Glen Benson, Paul Legac, Peter Johnson, Eric White:
Fusion for modeling wake effects on wind turbines. 1489-1496 - Xiang Ye, Kalyan Veeramachaneni, Yanjun Yan, Lisa Ann Osadciw:
Unsupervised learning and fusion for failure detection in wind turbines. 1497-1503 - Nisha Srinivas, Kalyan Veeramachaneni, Lisa Ann Osadciw:
Fusing correlated data from multiple classifiers for improved biometric verification. 1504-1511 - Hendrik Weigel, Gerd Wanielik:
Simultaneous estimation of vehicle dynamics and lane features for road safety applications. 1512-1519
Nonlinear Filtering I
- Meiqin Liu, X. Rong Li:
Optimal robust H∞ fusion filters for time-delayed systems with multiple saturation nonlinear sensors. 1520-1527 - Long Zuo, Ruixin Niu, Pramod K. Varshney:
Conditional Posterior Cramér-Rao lower bounds for nonlinear recursive filtering. 1528-1535 - Dennis Schieferdecker, Marco F. Huber:
Gaussian mixture reduction via clustering. 1536-1543 - Reza Madankan, Puneet Singla, Tarunraj Singh, Peter D. Scott:
A multiresolution approach for modeling of diffusion phenomenon. 1544-1551
Multistatic Tracking I
- Stefano Coraluppi, Craig Carthel:
Multi-stage data fusion and the MSTWG TNO datasets. 1552-1559 - Thomas Lang, Darcy Dunne, Garfield R. Mellema:
An assessment of hierarchical data fusion using SEABAR'07 data. 1560-1567 - Douglas J. Grimmett:
SPECSweb multistatic tracking on a truth-blind simulated scenario of the MSTWG. 1568-1575 - Douglas J. Grimmett:
Specular-cued multistatic sonar tracking on the SEABAR'07 dataset. 1576-1583 - Jason Matthew Aughenbaugh, Brian La Cour:
Use of prior information in active sonar tracking. 1584-1591
Methods and Tools for Automated Support of Model and Context-Based Information Fusion in Intelligence
- Joachim Biermann, Pontus Hörling, Lauro Snidaro:
Automated support for intelligence in asymmetric operations: Requirements and experimental results. 1592-1599 - Mark A. Thomas:
Model based fusion and services automation support. 1600-1603 - Maria Andersson, Eva Dalberg, Per Grahn, Thomas Gundmark, Anders Hansson, Fredrik Lantz, Birgitta Kylesten, Sara Linder, David Lindgren, Jörgen Pihl, Eric Sjoberg, Pontus Svenson:
The FOI C4ISR demonstration 2008. 1604-1612 - Kellyn Rein, Ulrich Schade:
How certain is certain? Evaluation of uncertainty in the fusion of information derived from diverse sources. 1613-1620 - Giovanni Ferrin, Lauro Snidaro, Gian Luca Foresti:
Structuring relations for fusion in intelligence. 1621-1626
Data Association
- Lawrence D. Stone, Thy M. Tran, Mark L. Williams:
Improvement in track-to-track association from using an adaptive threshold. 1627-1633 - Shozo Mori, Chee-Yee Chong, Kuo-Chu Chang:
Track association and fusion using Janossy measure density functions. 1634-1641 - James P. Ferry:
Exact bias removal for the track-to-track association problem. 1642-1649 - Thuraiappah Sathyan, David Humphrey, Mark Hedley:
Target tracking in multipath environments - An algorithm inspired by data association. 1650-1657 - Mark Silbert:
A robust method for computing truth-to-track assignments. 1658-1664
Command and Control through Sensor Management and Picture Compilation
- Krispijn A. Scholte, Wilbert van Norden:
Applying the PCR6 Rule of combination in real time classification systems. 1665-1672 - Vincent van Leijen, Wilbert van Norden, Fok Bolderheij:
Unification of radar and sonar coverage modeling. 1673-1678 - Tanja Y. C. van Valkenburg-van Haarst, Vincent van Leijen, Frans C. A. Groen:
Colour as an attribute for automated detection in maritime environments. 1679-1686 - Umesh D. Ramdaras, Fok Bolderheij:
Performance-based sensor selection for optimal target tracking. 1687-1694 - Steven Reece, Stephen J. Roberts, Christopher Claxton, David Nicholson:
Multi-sensor fault recovery in the presence of known and unknown fault types. 1695-1703
Application II
- Zhiqiang Zhang, Zhipei Huang, Jiankang Wu:
Hierarchical information fusion for human upper limb motion capture. 1704-1711 - Lars A. A. Andersson, Jonas Nygårds:
On multi-robot map fusion by inter-robot observations. 1712-1721 - Bulent Tastan, Gita Sukthankar:
Exploiting human steering models for path prediction. 1722-1729 - Benoit Debaque, Rym Jedidi, Donald Prévost:
Optimal video camera network deployment to support security monitoring. 1730-1736 - Jiaqing Ma, Chongzhao Han, Yi Yang:
Visual tracking based on adaptive multi-cue integration. 1737-1742
Beyond Classical Bayesian Estimation Theory
- Alessio Benavoli, Marco Zaffalon, Enrique Miranda:
Reliable hidden Markov model filtering through coherent lower previsions. 1743-1750 - Benjamin Noack, Vesa Klumpp, Uwe D. Hanebeck:
State estimation with sets of densities considering stochastic and systematic errors. 1751-1758 - Vesa Klumpp, Uwe D. Hanebeck:
Bayesian estimation with uncertain parameters of probability density functions. 1759-1766 - Alessandro Antonucci, Alessio Benavoli, Marco Zaffalon, Gert de Cooman, Filip Hermans:
Multiple model tracking by imprecise markov trees. 1767-1774 - Lennart Svensson:
Evaluating the Bayesian Cramér-Rao Bound for multiple model filtering. 1775-1782
Nonlinear Filtering II
- Arunasish Acharya, Smita Sadhu, Tapan Kumar Ghoshal:
Improving self-alignment of strapdown INS using measurement augmentation. 1783-1789 - Peter Abeles:
A comparison of several filters for maneuvering targets. 1790-1799 - Mateusz Malanowski, Krzysztof S. Kulpa, Radoslaw Suchozebrski:
Two-stage tracking algorithm for passive radar. 1800-1806 - Thuraiappah Sathyan, Abhijit Sinha:
An algorithm for multitarget tracking with multiple asynchronous bearings-only sensors. 1807-1814 - Yong Shi, Chongzhao Han, Yongqi Liang:
Adaptive UKF for target tracking with unknown process noise statistics. 1815-1820
Multistatic Tracking II
- Bryan A. Yocom, Thomas W. Yudichak, Brian La Cour:
Bayesian passive sonar tracking in the presence of known interferers. 1821-1829 - Christian G. Hempel, Jason Pacheco:
Performance analysis of the Probabilistic Multi-hypothesis Tracking algorithm on the SEABAR data sets. 1830-1836 - Ratnasingham Tharmarasa, Sutharsan Sivagnanam, Thia Kirubarajan, Thomas Lang:
Multiframe assignment tracker for MSTWG data. 1837-1844 - David W. Krout, David Morrison:
PDAFAI vs. PDAFAIwTS: TNO blind dataset and SEABAR '07. 1845-1850 - Ramona Georgescu, Steven Schoenecker, Peter Willett:
GM-CPHD and MLPDA applied to the SEABAR07 and TNO-blind multi-static sonar data. 1851-1858
Fusion of Networked Physical Sensor Data for Asymmetric, Urban Operations
- Manish Kushwaha, Xenofon D. Koutsoukos, Péter Völgyesi, Ákos Lédeczi:
Acoustic source localization and discrimination in urban environments. 1859-1866 - Allen Y. Yang, Subhransu Maji, Kirak Hong, Posu Yan, S. Shankar Sastry:
Distributed compression and fusion of nonnegative sparse signals for multiple-view object recognition. 1867-1874 - Ruixin Niu, Pramod K. Varshney:
Closed-form performance for location estimation based on fused data in a sensor network. 1875-1880 - Kush R. Varshney, Alan S. Willsky:
Learning dimensionality-reduced classifiers for information fusion. 1881-1888 - Claire Laudy, Bénédicte Goujon:
Soft data analysis within a decision support system. 1889-1896
High Level Fusion
- Nadya Belov, Peter Gerken:
Mixed initiative soft data fusion associate. 1897-1902 - Justin M. Beaver, Ryan A. Kerekes, Jim N. Treadwell:
An information fusion framework for threat assessment. 1903-1910 - Audun Jøsang:
Fission of opinions in subjective logic. 1911-1918 - Haitao Du, Christopher Murphy, Jordan Bean, Shanchieh Jay Yang:
Toward unsupervised classification of non-uniform cyber attack tracks. 1919-1925 - Aaron Hunter:
Belief modeling for maritime surveillance. 1926-1932
Information Fusion in Socio-Cognitive and Communications Networks
- Kyle Guan, Sintayehu Dehnie, Ladan Gharai, Reza Ghanadan, Srikanta Kumar:
Trust management for distributed decision fusion in sensor networks. 1933-1941 - Kiran K. Somasundaram, John S. Baras:
Performance improvements in distributed estimation and fusion induced by a trusted core. 1942-1949 - Ion Matei, John S. Baras, Tao Jiang:
A composite trust model and its application to collaborative distributed information fusion. 1950-1957 - Sandeep Neema, Ted Bapty, Xenofon D. Koutsoukos, Himanshu Neema, Janos Sztipanovits, Gabor Karsai:
Model based integration and experimentation of Information Fusion and C2 Systems. 1958-1965 - Vladimir Savic, Santiago Zazo:
Sensor localization using nonparametric generalized belief propagation in network with loops. 1966-1973
Application III
- Stephan Reuter, Klaus C. J. Dietmayer:
Fuzzy estimation and segmentation for laser range scans. 1974-1981 - Yunxia Bao, Chi Zhou, Peikun He, Erke Mao:
Recurrent lobes reduction of stepped-frequency LFM pulse train using ambiguity function. 1982-1988 - Arunesh Roy, Nicholas Gale, Lang Hong:
Fusion of Doppler Radar and video information for automated traffic surveillance. 1989-1996 - Pawel Kmiotek, Yassine Ruichek:
Two laser scanners raw sensory data fusion for objects tracking using Inter-Rays uncertainty and a Fixed Size assumption. 1997-2005 - Zengguo Sun, Chongzhao Han, Ram M. Narayanan, Shigang Liu:
Calibration factor estimation based on statistical modeling of scattering coefficient. 2006-2011
Sensor Bias Correction and Tracking
- Dimitri J. Papageorgiou, Michael Holender:
Track-to-track association and ambiguity management in the presence of sensor bias. 2012-2019 - Juan A. Besada, Gonzalo de Miguel, Paula Tarrío, Ana M. Bernardos, Jesús García Herrero:
Bias estimation for evaluation of ATC surveillance systems. 2020-2027 - Thomas M. Clemons, Kuo-Chu Chang:
Bias correction using background stars for space-based IR tracking. 2028-2035
Nonlinear Filtering III
- Claude Jauffret, Denis Pillon, Annie-Claude Pignol:
Leg-by-leg bearings-only TMA without observer maneuver. 2036-2043 - Vesa Klumpp, Uwe D. Hanebeck:
Nonlinear fusion of multi-dimensional densities in joint state space. 2044-2051 - Morten Stakkeland, Øyvind Overrein, Edmund Førland Brekke, Oddvar Hallingstad:
Tracking of targets with state dependent measurement errors using recursive BLUE filters. 2052-2061 - Chunling Wu, Chongzhao Han, Zengguo Sun:
A new nonlinear filtering method for ballistic target tracking. 2062-2067 - Yong Shi, Chongzhao Han, Yongqi Liang:
Improved divided difference filter based on Newton-Raphson method for target tracking. 2068-2074
Localization
- Carsten Hasberg, Stefan Hensel:
Continuous mapping for road map assisted localization. 2075-2082 - Pierre Blanchart, Liyun He, François Le Gland:
Information fusion for indoor localization. 2083-2090 - Yangsheng Chen, Vesselin P. Jilkov, X. Rong Li:
On-road target tracking using radar and image sensor based measurements. 2091-2098 - Andrew Rae, Otman Basir:
Reducing multipath effects in vehicle localization by fusing GPS with machine vision. 2099-2106 - Ali Onder Bozdogan, Gökhan Soysal, Murat Efe:
Multistatic tracking using bistatic range - Range rate measurements. 2107-2113
Fusion of Hard and Soft Information for Asymmetric, Urban Operations
- Marco A. Pravia, Olga Babko-Malaya, Michael K. Schneider, James V. White, Chee-Yee Chong, Alan S. Willsky:
Lessons learned in the creation of a data set for hard/soft information fusion. 2114-2121 - Kamal Premaratne, Manohar N. Murthi, Jinsong Zhang, Matthias Scheutz, Peter H. Bauer:
A Dempster-Shafer theoretic conditional approach to evidence updating for fusion of hard and soft data. 2122-2129 - John Palmer, Stanley Young:
Aggregation gisting. 2130-2135 - Juan Gómez-Romero, Miguel A. Patricio, Jesús García, José M. Molina:
Ontological representation of context knowledge for visual data fusion. 2136-2143 - John R. Josephson, Joshua Eckroth, Timothy N. Miller:
Estimation of adversarial social networks by fusion of information from a wide range of sources. 2144-2152
Feature-Aided Tracking
- Edmund Førland Brekke, Oddvar Hallingstad, John Glattetre:
Target tracking in heavy-tailed clutter using amplitude information. 2153-2160 - Abhijit Sinha, Daniel J. Peters:
Flexible ID association-based tracking algorithm. 2161-2168 - Alex Wang, Vikram Krishnamurthy, Bhashyam Balaji:
Meta level tracking with multimode space-time adaptive processing of GMTI data. 2169-2176 - Chee-Yee Chong, Greg Castañón, Nathan Cooprider, Shozo Mori, Ravi Ravichandran, Robert Macior:
Efficient multiple hypothesis tracking by track segment graph. 2177-2184 - Edmund Førland Brekke, Oddvar Hallingstad, John Glattetre:
Performance of PDAF-based tracking methods in heavy-tailed clutter. 2185-2192
Tracking Methods
- Zhansheng Duan, X. Rong Li:
Best linear unbiased state estimation with noisy and noise-free measurements. 2193-2200 - Wolfgang Koch:
On Accumulated State Densities with applications to out-of-sequence measurement processing. 2201-2208 - Wolfgang Koch:
Exact update formulae for distributed Kalman filtering and retrodiction at arbitrary communication rates. 2209-2216 - Michael Morin, Irène Abi-Zeid, Pascal Lang, Luc Lamontagne, Patrick Maupin:
The optimal searcher path problem with a visibility criterion in discrete time and space. 2217-2224 - Stefano Coraluppi, Craig Carthel, Peter Willett, Maxence Dingboe, Owen O'Neill, Tod Luginbuhl:
The track repulsion effect in automatic tracking. 2225-2230
Applications IV
- Ryan D. Palkki, Aaron D. Lanterman:
Algorithms and performance bounds for chemical identification under a Poisson model for Raman spectroscopy. 2231-2238 - Mahendra Mallick, Barry L. Drake, Haesun Park, Andy Register, William Dale Blair, Phil West, Ryan D. Palkki, Aaron D. Lanterman, Darren Emge:
Comparison of Raman spectra estimation algorithms. 2239-2246 - Mark R. Morelande, Alex Skvortsov:
Radiation field estimation using a Gaussian mixture. 2247-2254 - Girija Chetty:
Biometric liveness detection based on cross modal fusion. 2255-2262 - Thorsten Ike, Bärbel Grabe, Florian Knigge, Michael Hötter:
Evidence based analysis of internal conflicts caused by disparity inaccuracy. 2263-2268
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