Data and Sensor Fusion, Thermal and Visual Image Fusion, EEG

See below for our recent contributions in this field.

Legend: MATLAB code, PDF files, Supplements and data.

You can download from here some Wind Data used in some of the simulations in the work below. These are 2D (complex) data, for three different wind regimes of 'low', 'medium', and 'high' dynamics.

You can also download some EEG Data used in some of the simulations in the work below. The EEG data contain EOG and EMG artifacts coming from eye blinks, eyebrow raising and eye rolling, and are used in our BSE, BSS, and EMD algorithms. The recordings also contain a 50Hz power line noise. Enjoy!

  1. D. P. Mandic et al., "Signal Processing Techniques for Knowledge Extraction and Information Fusion" (edited book), Springer, 2008.
  2. D. Looney and D. P. Mandic, "Multi-Scale Image Fusion using Complex Extensions of EMD" IEEE Transactions on Signal Processing, vol. 57, no. 4, pp. 1626-1630, 2009. [pdf]
  3. D. P. Mandic et al., "Data Fusion for Modern Engineering Applications: An Overview," Proceedings of ICANN 2005, pp. 715-721, 2005. [pdf]
  4. T. Rutkowski, D. P. Mandic, and A. K. Barros, "A Multimodal Approach to Communicative Interactivity Classification," International Journal of VLSI Signal Processing Systems, vol. 48, no. 1, pp. 317-328, 2007. [pdf]
  5. D. Sommer, M. Chen, M. Golz, U. Trutschell and D. P. Mandic, "Fusion of State Space and Frequency Domain Features for Improved Microsleep Detection," International Journal of VLSI Signal Processing Systems, Special Issue on Data Fusion, vol. 49, pp. 329–342, 2007. [pdf]
  6. M. Chen, D. Sommer, S. L. Goh, T. Gautama, D. Obradovic, M. Golz, M. Morrell, H. Wang and D. P. Mandic, "A Novel Tool for Sequential Fusion of Nonlinear Features: A Sleep Psychology Application," Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, pp. 474-478, 2006. [pdf]
  7. C. Cheong-Took and D. P. Mandic, "Fusion of Heterogeneous Data Sources: A Quaternionic Approach," Proceedings of MSLP'09, pp. 456-461, 2008. [pdf]
  8. D. P. Mandic, S. L. Goh, and K. Aihara, "Sequential Data Fusion via Vector Spaces: Fusion of Heterogeneous Data in the Complex Domain," International Journal of VLSI Signal Processing Systems, vol. 48, no. 1, pp. 99-108, 2007. [pdf]
  9. D. Looney and D. P. Mandic, "Fusion of Visual and Thermal Images Using Complex Extensions of EMD," Proceedings of the International Conference on Distributed Smart Camera Networks, pp. 1-8, 2008. [pdf]
  10. N. Rehman, D. Looney, T. M. Rutkowski, and D. P. Mandic, "Bivariate EMD-Based Image Fusion," Proceedings of the International Workshop on Statistical Signal Processing, pp. 57-60, 2009. [pdf]
  11. T. M. Rutkowski, M. Yokoo, K. Yagi, Y. Kameday, K. Kakusho, M. Minoh, and D. P. Mandic, "Identification and Tracking of Active Speaker's Position in Noisy Environments," Proceedings of IWAENC'03, pp. 283-286, 2003. [pdf]