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Dr Lyudmila Mihaylova

Formerly at Lancaster University

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  1. Book
  2. Published

    Compressed sensing and sparse filtering

    Carmi, A., Mihaylova, L. & Godsill, S., 30/06/2013, Springer. 526 p. (Signals and Communication Technology)

    Research output: Book/Report/Proceedings › Book

  3. Published

    Advances in Intelligent Signal Processing and Data Mining: Theory and Applications (Studies in Computational Intelligence

    Georgieva, P. (ed.), Mihaylova, L. (ed.) & Jain, L. (ed.), 1/01/2013, Berlin: Springer Verlag. 351 p. (Studies in Computational Intelligence; vol. 410, no. 1)

    Research output: Book/Report/Proceedings › Book

  4. Journal article
  5. Published

    Particle approximations of the score and observed information matrix for parameter estimation in state space models with linear computational cost

    Nemeth, C., Fearnhead, P. & Mihaylova, L. S., 11/2016, In: Journal of Computational and Graphical Statistics. 25, 4, p. 1138-1157 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Box-particle probability hypothesis density filtering

    Schikora, M., Gning, A., Mihaylova, L., Cremers, D. & Koch, W., 07/2014, In: IEEE Transactions on Aerospace and Electronic Systems. 50, 3, p. 1660-1672 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Sequential Monte Carlo methods for state and parameter estimation in abruptly changing environments

    Nemeth, C., Fearnhead, P. & Mihaylova, L., 1/03/2014, In: IEEE Transactions on Signal Processing. 62, 5, p. 1245-1255 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Probability hypothesis density filtering for real-time traffic state estimation and prediction

    Canaud, M., Mihaylova, L., Sau, J. & El Faouzi, N-E., 09/2013, In: Network and Heterogeneous Media. 8, 3, p. 825-842 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Introduction to the Box Particle Filtering

    Gning, A., Ristic, B., Mihaylova, L. & Abdallah, F., 12/06/2013, In: IEEE Signal Processing Magazine. 30, 4, p. 166-171 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Articulated Human Body Parts Detection Based on Cluster Background Subtraction and Foreground Matching

    Bhaskar, H., Mihaylova, L. & Maskell, S., 16/01/2013, In: Neurocomputing. 100, 1, p. 58-73 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    Practical classification methods for indoor positioning

    Honary, M., Mihaylova, L. & Xydeas, C., 21/07/2012, In: Open Transportation Journal. 6, p. 31-38 8 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Parallelized Particle and Gaussian Sum Particle Filters for Large Scale Freeway Traffic Systems

    Mihaylova, L., Hegyi, A., Gning, A. & Boel, R., 27/02/2012, In: IEEE Transactions on Intelligent Transportation Systems. 13, 1, p. 36-48 13 p., 10.1109/TITS.2011.2178833 .

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Video Distribution Techniques over WiMAX Networks for m-Health Applications

    Markarian, G., Mihaylova, L., Tsitserov, D. & Zvikhachevskaya, A., 11/01/2012, In: IEEE Transactions on Information Technology in Biomedicine. 16, 1, p. 24-30 7 p., 4.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    Bernoulli Particle/Box-Particle Filters for Detection and Tracking in the Presence of Triple Measurement Uncertainty

    Gning, A., Ristic, B. & Mihaylova, L., 2012, In: IEEE Transactions on Signal Processing. 60, 5, p. 2138-2151 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Markov Chain Monte Carlo Particle Algorithms for Discrete-Time Nonlinear Filtering

    Mihaylova, L. & Carmi, A., 2012, In: Monte Carlo Methods and Applications.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Interval macroscopic models for traffic networks.

    Gning, A. C., Mihaylova, L. & Boel, R., 06/2011, In: IEEE Transactions on Intelligent Transportation Systems. 12, 2, p. 523-526 4 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Published

    Contour segmentation in 2D ultrasound medical images with particle filtering.

    Angelova, D. & Mihaylova, L., 05/2011, In: Machine Vision and Applications. 22, 3, p. 551-561 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    Group object structure and state estimation with evolving networks and Monte Carlo methods.

    Gning, A., Mihaylova, L., Maskell, S., Pang, S. & Godsill, S., 1/04/2011, In: IEEE Transactions on Signal Processing. 59, 4, p. 1383-1396 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    Combined data association and evolving particle filter for tracking of multiple articulated objects.

    Bhaskar, H. & Mihaylova, L., 15/03/2011, In: EURASIP Journal on Image and Video Processing. 2011, p. 1-12 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Localisation of mobile nodes in wireless networks with correlated in time measurement noise.

    Mihaylova, L., Angelova, D., Bull, D. R. & Canagarajah, N., 01/2011, In: IEEE Transactions on Mobile Computing. 10, 1, p. 44-53 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Video foreground detection based on symmetric alpha-stable mixture models.

    Bhaskar, H., Mihaylova, L. & Achim, A., 08/2010, In: IEEE Transactions on Circuits and Systems for Video Technology. 20, 8, p. 1133-1138 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Structural similarity-based object tracking in multimodality surveillance videos

    Łoza, A., Mihaylova, L., Bull, D. & Canagarajah, N., 02/2009, In: Machine Vision and Applications. 20, 2, p. 71-83 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Extended Object Tracking Using Monte Carlo Methods.

    Angelova, D. & Mihaylova, L., 1/02/2008, In: IEEE Transactions on Signal Processing. 56, 2, p. 825-832 8 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Mobility Tracking in Cellular Networks Using Particle Filtering.

    Mihaylova, L., Angelova, D., Honary, S., Bull, D., Canagarajah, N. & Ristic, B., 10/2007, In: IEEE Transactions on Wireless Communications. 6, 10, p. 3589-3599 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    Sequential Monte Carlo tracking by fusing multiple cues in video sequences

    Brasnett, P. & Mihaylova, L., 08/2007, In: Image and Vision Computing. 25, 8, p. 1217-1227 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Brief paper: Freeway traffic estimation within particle filtering framework

    Mihaylova, L., Boel, R. & Hegyi, A., 2007, In: Automatica. 43, 2, p. 290-300 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    A compositional stochastic model for real-time freeway traffic simulation.

    Boel, R. & Mihaylova, L., 05/2006, In: Transportation Research Part B: Methodological. 40, 4, p. 319-334 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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