We present the results of our research in digital in-line holography and discuss some challenges of the numerical reconstruction. We address the theoretical basics and describe an innovative reconstruction algorithm. Finally, we present some ideas for improving the reconstruction quality and propose a method for the estimation of global particle distribution.