This paper presents and studies a generalization of the microscopic image reconstruction problem (MIR) introduced by Frosini Nivat (2007) (2002). Consider specimen for inspection, represented as collection points typically organized on grid in plane. Assume each point x has an associated physical value ?x, which we would like to determine. However, it might be that obtaining these values precis...