Bayesian filter

In our work we are going to use a Bayesian filter to do the estimating of the position of the pictures that are being handed in. Given that the input data will include matches between points that will suggest very different possible points therefore filters that use a single modal function to represent their hypothesis are unsuitable for our purpose. Therefore we need to use Bayesian filters that can represent several hypothesis.