Publications Related to the Nonlinear Tracking MURI
2008
- M.B. Short, M.R. D'Orsogna, P.J. Brantingham, and G.E. Tita, Measuring repeat and near-repeat burglary effects [http://crue.isi.edu/muri/papers/UCLA/preprint.pdf], preprint, 2008.
- M.B. Short, M.R. D'Orsogna, V.B. Pasour, G.E. Tita, P.J. Brantingham, A.L. Bertozzi, and L.B. Chayes, A statistical model of criminal behavior [http://crue.isi.edu/muri/papers/UCLA/m3as2008.pdf], accepted in M3AS?: special issue on traffic, crowds, and swarms, 2008.
- Aram Galstyan, Vahe Musoyan, and Paul Cohen, Maximizing Influence Propagation in Heterogeneous Networks [http://crue.isi.edu/muri/papers/USC/ISI/viral.pdf], submitted to Phys. Rev. E, 2008.
- Alexander G. Tartakovsky and Aleksey S. Polunchenko, Quickest Changepoint Detection in Distributed Multisensor Systems under Unknown Parameters [http://crue.isi.edu/muri/papers/USC/Tartakovsky/PublishedVersion-Fusion08.pdf], FUSION, 2008.
- Aram Galstyan and Paul Cohen, Comparing Diffusion Models for Graph--Based Semi--Supervised Learning [http://crue.isi.edu/muri/papers/USC/ISI/paper-SSL.pdf], 6-th International Workshop on Mining and Learning with Graphs, MLG-08, Helsinki, Finland, 2008.
- S.V. Lototsky and B.L. Rozovskii, STOCHASTIC PARABOLIC EQUATIONS OF FULL SECOND ORDER [http://crue.isi.edu/muri/papers/Brown/FullsecondARO.pdf], Topics in Stochastic Analysis and Nonparametric Estimation, Springer, 2008.
- GEORGE KARNIADAKIS, B.L. Rozovskii and XIAOLIANG WAN, STOCHASTIC FINITE ELEMENT APPROXIMATIONS OF ELLIPTIC PDES WITH COEFFICIENTS PERTURBED BY SPATIAL WHITE NOISE [http://crue.isi.edu/muri/papers/Brown/SPDE_EllipticARO.pdf], To be published at SIAM J. Sci. Comp.
- Alexander G. Tartakovsky, Multidecision Quickest Change-Point Detection: Previous Achievements and Open Problems [http://crue.isi.edu/muri/papers/USC/Tartakovsky/SQA-MD08.pdf], Sequential Analysis, 2008.
- S.V. Lototsky and B.L. Rozovskii, A UNIFIED APPROACH TO STOCHASTIC EVOLUTION EQUATIONS USING THE SKOROKHOD INTEGRAL [http://crue.isi.edu/muri/papers/Brown/Skor-SPDEARO.pdf], To appear in SIAM J. Prob. Theory. Appl.
- S.V. Lototsky and B.L. Rozovskii, STOCHASTIC DIFFERENTIAL EQUATIONS DRIVEN BY PURELY SPATIAL NOISE [http://crue.isi.edu/muri/papers/Brown/SpNoiseARO.pdf], To appear in SIAM J. Math. Anal.
- J.A. Fuemmeler and V.V. Veeravalli, Smart Sleeping Policies for Energy Efficient Tracking in Sensor Networks [http://crue.isi.edu/muri/papers/Illinois/Veeravalli.pdf], IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 56, NO. 5, MAY 2008.
- Qian Yu, Thang Ba Dinh and Gerard Medioni, Online Tracking and Reacquisition Using Co-trained Generative and Discriminative Trackers [http://crue.isi.edu/muri/papers/USC/Medioni/ECCV2008.pdf], to appear in ECCV-2008.
- Qian Yu and Gerard Medioni, A GPU-based implementation of Motion Detection from a Moving Platform [http://crue.isi.edu/muri/papers/USC/Medioni/gpufinal.pdf], IEEE Workshop on Computer Vision on GPU, 2008.
- Qian Yu and Gerard Medioni, Integrated Detection and Tracking for Multiple Moving Objects using Data-Driven MCMC Data Association [http://crue.isi.edu/muri/papers/USC/Medioni/wmvc08.PDF], IEEE Workshop on Motion and Video Computing (WMVC), 2008.
- Wen Yang, Andrea L. Bertozzi, Xiaofan Wang, Stability of a second order consensus algorithm with time delay [http://crue.isi.edu/muri/papers/UCLA/CDC08.pdf], to appear in the Proceedings of the IEEE Conf. on Decision and Control, 2008.
- Alexander G. Tartakovsky and Venugopal V. Veeravalli, Asymptotically Optimum Quickest Change Detection in Distributed Sensor Systems [http://crue.isi.edu/muri/papers/USC/Tartakovsky/Tartakovsky&Veeravalli-revised08.pdf], To appear in Sequential Analysis, 2008.
- Alexander G. Tartakovsky, Moshe Pollak and Aleksey S. Polunchenko, Asymptotic Exponentiality of First Exit Times for Recurrent Markov Processes and Applications to Changepoint Detection [http://crue.isi.edu/muri/papers/USC/Tartakovsky/TartakovskyPollakPolunchenko-IWAP2008.pdf], 2008 International Workshop on Applied Probability.
2007
- Aram Galstyan, Sinjini Mitra, and Paul Cohen, Detecting and Tracking Hostile Plans in the Hats World [http://crue.isi.edu/muri/papers/USC/ISI/PAIR-07.pdf], AAAI workshop on Plan, Activity, and Intent Recognition, PAIR-07, Vancouver, Canada, 2007.
- Aram Galstyan and Paul Cohen, Cascading Dynamics in Modular Networks [http://crue.isi.edu/muri/papers/USC/ISI/cascade-PRE.pdf], Physical Review E 75, 036109, 2007.
- Aram Galstyan and Paul Cohen, Empirical Comparison of " Hard" and "Soft" Label Propagation for Relational Classification [http://crue.isi.edu/muri/papers/USC/ISI/ILP-07.pdf], The 9th International Conference on Inductive Logic Programming, ILP-07, Corvalis, Oregon, 2007.
- Rishi Sinha, Christos Papadopoulos, John Heidemann, Internet Packet Size Distributions: Some Observations [http://crue.isi.edu/muri/papers/Colorado/Sinha07a.pdf], Technical Report, ISI-TR-2007-643, May 2007.
- Alexander G. Tartakovsky and James Brown Adaptive Spatial-Temporal Filtering Methods for Clutter Removal and Target Tracking [http://crue.isi.edu/muri/papers/USC/Tartakovsky/Paper-TartakovskyBrown-final.pdf], SUBMITTED TO IEEE TRANSACTIONS-AES, SEPTEMBER 2007.
- Genevieve Bartlett, John Heidemann and Christos Papadopoulos, Understanding Passive and Active Service Discovery [http://crue.isi.edu/muri/papers/Colorado/bartlett07a.pdf], IMC 07, October 24-26, 2007, San Diego, California, USA.
- MOSHE POLLAK and ALEXANDER G. TARTAKOVSKY, ASYMPTOTIC EXPONENTIALITY OF THE DISTRIBUTION OF FIRST EXIT TIMES FOR A CLASS OF MARKOV PROCESSES WITH APPLICATIONS TO QUICKEST CHANGE DETECTION [http://crue.isi.edu/muri/papers/USC/Tartakovsky/PollakTartakovsky-TVP07.pdf], Submitted to Probability Theory and Its Applications, March 2007.
- Zhipu Jin and Andrea L. Bertozzi, Environmental Boundary Tracking and Estimation Using Multiple Autonomous Vehicles [http://crue.isi.edu/muri/papers/UCLA/CDC2007.pdf], Proceedings of the 46th IEEE Conference on Decision and Control New Orleans, LA, USA, Dec. 12-14, 2007.
- Kevin K. Leung, Chung H. Hsieh, Yuan R. Huang, Abhijeet Joshi, Vlad Voroninski and Andrea L. Bertozzi, A second generation micro-vehicle testbed for cooperative control and sensing strategies [http://crue.isi.edu/muri/papers/UCLA/microvehicle07.pdf], Proceedings of the 2007 American Control Conference Marriott Marquis Hotel at Times Square New York City, USA, July 11-13, 2007.
- James H. von Brecht, Sheshadri R. Thiruvenkadam and Tony F. Chan, OCCLUSION TRACKING USING LOGIC MODELS [http://crue.isi.edu/muri/papers/UCLA/SIP07.pdf], Proceedings of the 9th IASTED International Conference on Signal and Image Processing, Honolulu, HI, USA, Aug. 20-22, 2007.
- Yao-Li Chuang, Yuan R. Huang, Maria R. D’Orsogna, Andrea L. Bertozzi, Multi-Vehicle Flocking: Scalability of Cooperative Control Algorithms using Pairwise Potentials [http://crue.isi.edu/muri/papers/UCLA/icra07.pdf], 2007 IEEE International Conference on Robotics and Automation Roma, Italy, 10-14 April 2007.
- Yanina Landa, David Galkowski, Yuan R. Huang, Abhijeet Joshi, Christine Lee, Kevin K. Leung, Gitendra Malla, Jennifer Treanor, Vlad Voroninski, Andrea L. Bertozzi and Yen-Hsi R. Tsai, Robotic Path Planning and Visibility with Limited Sensor Data [http://crue.isi.edu/muri/papers/UCLA/visibility07.pdf], Proceedings of the 2007 American Control Conference Marriott Marquis Hotel at Times Square New York City, USA, July 11-13, 2007.
- Qian Yu, Gerard Medioni, and I. Cohen, Multiple Target Tracking Using Spatio-Temporal Monte Carlo Markov Chain Data Association [http://crue.isi.edu/muri/papers/USC/Medioni/trackingcvpr07.pdf], in CVPR-07, 2007.
- Qian Yu, Q. Li and Z. Deng, Online Motion Capture Marker Labeling for Multiple Interacting Articulated Targets. [http://crue.isi.edu/muri/papers/USC/Medioni/2007_EG_MotionCapture.pdf], In Proceeding of Eurographics 2007, pp. 477-483.
- Qian Yu and Gerard Medioni, Map-Enhanced Detection and Tracking from a Moving Platform with Local and Global Data Association [http://crue.isi.edu/muri/papers/USC/Medioni/geotracking.pdf], IEEE Workshop on Motion and Video Computing (WMVC), 2007.
- Y. Lin, Q. Yu, and G. Medioni, Map-Enhanced UAV Image Sequence Registration [http://crue.isi.edu/muri/papers/USC/Medioni/lin-yu-medioni-wacv07.pdf], EEE Workshop on Applications of Computer Vision (WACV), 2007.
2006
- Aram Galstyan and Paul Cohen, Relational Classification Through Three-State Epidemic Dynamics [http://crue.isi.edu/muri/papers/USC/ISI/fusion-paper.pdf], The 9th International Conference on Information Fusion (Fusion-06), special session on Making Histories, Florence, Italy, 2006.
- Urbashi Mitra, Antonio Ortega, John Heidemann and Christos Papadopoulos, Detecting and Identifying Malware: A New Signal Processing Goal [http://crue.isi.edu/muri/papers/Colorado/Mitra06a.pdf], IEEE SIGNAL PROCESSING MAGAZINE, 2006.
- Alefiya Hussain, John Heidemann and Christos Papadopoulos, Identification of Repeated Denial of Service Attacks [http://crue.isi.edu/muri/papers/Colorado/infocom2006.pdf], In Proceedings of the IEEE Infocom, Spain, IEEE. April, 2006.
- Alexander G. Tartakovsky, Boris L. Rozovskii, Rudolf B. Blazek, Hongjoong Kim Detection of intrusions in information systems by sequential change-point methods [http://crue.isi.edu/muri/papers/USC/Tartakovsky/Completearticlewithdiscussion.pdf], Statistical Methodology, 2006.
- M. Baron and A. G. Tartakovsky, Asymptotic Optimality of Change-Point Detection Schemes in General Continuous-Time Models [http://crue.isi.edu/muri/papers/USC/Tartakovsky/LSQA_A_160942_O+withcap.pdf], Sequential Analysis, 2006.
- Alexander G. Tartakovsky and Hongjoong Kim, Performance of Certain Decentralized Distributed Change Detection Procedures [http://crue.isi.edu/muri/papers/USC/Tartakovsky/Tartakovsky&Kim_Fusion06-forMURI.pdf], Proceeding of the 9th International Conference on Information Fusion, Florence, Italy, 8-10 July 2006.
- Q. Yu, I. Cohen, G. Medioni and B. Wu, Boosted Markov Chain Monte Carlo Data Association for Multiple Target Detection and Tracking [http://crue.isi.edu/muri/papers/USC/Medioni/icpr06.pdf], in ICPR-06, 2006.
- C. Min, Q. Yu, and G. Medioni, Multi-layer Mosaics in the Presence of Motion and Depth Effects [http://crue.isi.edu/muri/papers/USC/Medioni/min-yu-medioni-icpr06.pdf], in ICPR-06, 2006.