Ren et al. proposed two priors, which are the normalized depth prior and the global-context surface orientation prior [20].
Again the consequence of removing the actives from the Prior was a threefold reduction in the probability of generating a test set active: the difference between the two Priors is directly mirrored by their corresponding Agents.
In particular, l1 regularization approach conducts us to the Bayesian approach which is developed in Section 4. We provide two priors as generalized Gaussian priors and Student-t priors, which enforce the sparsity.
Because their approach uses the two priors, it has problems when such priors are invalid, e.g. the first row in Fig. 9. Figure 9 shows that the proposed method consistently outperforms all the other saliency methods.
In contrast with classical ML estimation of the spatial parameters, we proposed two priors exploiting a result from the theory of statistical room acoustics and we derived closed-form MAP updates.
The total number of churches in Florence and its suburbs was 110 including 57 parishes, five abbeys with two priors and 80 monks each, 24 nunneries with some 500 women, 10 orders of friars, and 30 hospitals with over 1,000 beds to offer to the sick and dying.
