SYSTEMS AND METHODS FOR BURST IMAGE DELURRING

摘要

System and Method for automatically removing blur and noise in a plurality of digital images. The system comprises an electronic processor configured to receive the plurality of digital images, perform motion estimation and motion compensation to align the plurality of digital images, determine an alignment of the plurality of digital images with respect to a reference frame, generate a consistency map based on the alignment of the plurality of digital images with respect to the reference frame, combine the plurality of digital images aligned with respect to the reference frame in the Fourier domain using a quality of alignment information from the consistency map to generate an aggregated frame, and apply a post-processing filter to enhance the quality of the aggregated frame.

主权项

1. A method for automatically removing blur and noise in a plurality of digital images comprising:
receiving, with an electronic processor, the plurality of digital images including sequential burst images of an object; performing, with the electronic processor, a motion estimation and a motion compensation to align the plurality of digital images; determining, with the electronic processor, an alignment of the plurality of digital images with respect to a reference frame; generating, with the electronic processor, a consistency map based on the alignment of the plurality of digital images with respect to the reference frame; combining, with the electronic processor, the plurality of digital images aligned with respect to the reference frame in the Fourier domain using a quality of alignment information from the consistency map to generate an aggregated frame; and applying, with the electronic processor, a post-processing filter to enhance the quality of the aggregated frame.