image processing
Two published and well-documented MATLAB toolbox exist for Particle Filtering:
1- PFLib { An Object Oriented MATLAB Toolbox for Particle Filtering
Link: http://www.stat.colostate.edu/~chihoon/paper-6567-25-revised.pdf
2-A Framework for Nonlinear Filtering in MATLAB
Link: http://sourceforge.net/projects/pftoolbox/?source=typ_redirect
Also, you can take a look at Israd original PF (CONDENSATION)
http://www.robots.ox.ac.uk/~misard/condensation.html
http://www.mathworks.com/matlabcentral/fileexchange/17960-particle-filter-color-tracker
http://www.mathworks.com/matlabcentral/fileexchange/33666-simple-particle-filter-demo
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Particle filters are extensively used nowadays.
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