A wide depth of field reconstruction method based on partially focused image series

Abstract

The main problem with images acquired using macro photography is the very shallow depth-of-field. In this article we present and implement an algorithm to reconstruct full focused images based on partially focused images series of the same object acquired with different focus depths. The presented algorithm consists of several phases including: image registration, depth map creation, image reconstruction and final histogram and quality correction.