On the realization of perspective systems and its application to motion and shape estimation problems in machine vision
E.P. Loucks, Bijoy Kumar Ghosh · 2002
Considers the problem of realization of perspective systems. A perspective system is a linear dynamic system whose output is observed up to a scale factor. For such a system, the authors are able to characterize the orbit of all parameter sets that produce the observed output as a certain group action on the nominal parameter set. In this way, the authors are able to determine the extent to which of these parameters are identifiable. The authors show how perspective systems arise in the study of motion and shape estimation in machine vision. The authors apply the approach developed in this paper to two problems in machine vision. In these problems, the special structure of the parameter sets enables the authors to define a subgroup action on the parameters that further characterizes the set of identifiable parameters.>