We propose a proximal uniformity constraint to solve the correspondence problem. According to this constraint, most objects in the real world follow smooth paths and cover a small distance in a small time. An efficient, non iterative polynomial time approximation algorithm which minimizes the proximal uniformity cost function and establishes correspondence over n frames is proposed. Any method ...

The maximum entropy principle (MEP) is one of the most prominent methods to investigate and model complex systems. Despite its popularity, standard form MEP can only generate Boltzmann-Gibbs distributions, which are ill-suited for many scenarios interest. As a principled approach extend reach MEP, this paper revisits foundations in information geometry shows how curved statistical manifolds nat...

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In the Government-based literature, all structural principles supplied by UG are, without exception, assumed to exert their influence over every well-formed representation. We do find cases, however, where two principles that appear to be universally applicable make opposing predictions as to the grammaticality of a given structure. To resolve such instances of principle clash, I propose a loca...