Building Underwater Mosaics Using Navigation Data and Feature Extraction
Résumé
This paper proposes an original approach, based on navigation data
analysis, for underwater mosaic creation from videos recorded by an AUV
(Autonomous Underwater Vehicle). Two methods are presented: one uses
only the AUV navigation data for image merging and the other also uses
some techniques of feature extraction and image matching. The process
of image matching is described and some improvements are proposed. A
lighting correction procedure is also implemented in both cases to improve
blending quality. Besides the mosaicking methods, a technique for trajec-
tory renement is proposed to handle the inherent uncertainties of nav-
igation data and enhance the mosaic reliability. This technique is based
on the analysis of overlapping images and it uses the interval algebra to
compare proprioceptive and exteroceptive data. The mosaicking methods
were tested in two missions carried out in the Mediterranean Sea. All
the mosaics created, some additional images