A generalized true three-dimensional reconstruction (TTR) algorithm applicable to a sphere or cylindrical geometry is described. A new composite filter concept which is applicable to all forms of three-dimensional geometries, especially suitable for a truncated sphere is introduced and incorporated into image reconstruction of physically realizable detector array system such as the truncated spherical positron detector array.