Title :
LAPMv2: An improved tool for underwater large-area photo-mosaicking
Author_Institution :
HGF-MPG Res. Group on Deep-Sea Ecology & Technol., Alfred-Wegener-Inst. Helmholtz-Zentrum fur Polar-und Meeresforschung, Bremerhaven, Germany
Abstract :
This paper presents a research software solution specifically developed to allow marine scientists to produce geo-referenced visual maps of the seafloor, known as mosaics, from a set of underwater images and navigation data. LAPMv2 is a suite of tools, which provides the users with the current state-of-the-art methods for automatic feature detection and matching, as well as with powerful tools for registering images, constructing and geo-referencing photomosaics, and importing them into geographic information systems such as ArcGIS. The main key strengths of LAPMv2 include (1) its robust false-match rejection method, which allows the application to run fully autonomously without producing aberrant results caused by erroneous matches, (2) the total control of the user over the mosaicking workflow, (3) the possibility to intuitively create matches between unlinked images, and (4) the graphical interface that guides the user through the different steps of the mosaicking workflow.
Keywords :
feature extraction; geographic information systems; geophysical image processing; graphical user interfaces; image matching; image registration; image segmentation; oceanographic techniques; ArcGIS; LAPMv2; automatic feature detection; automatic feature matching; geographic information systems; georeferenced visual maps; georeferencing photomosaics; graphical interface; image registration; marine scientists; mosaicking workflow; navigation data; research software solution; robust false-match rejection method; underwater images; underwater large-area photomosaicking; unlinked images; Cameras; Cost function; Feature extraction; Graphical user interfaces; Image resolution; Navigation; Robustness; GIS; Photo-mosaicking; photomosaic; seafloor mapping; underwater imagery;
Conference_Titel :
Oceans - St. John's, 2014
Conference_Location :
St. John´s, NL
Print_ISBN :
978-1-4799-4920-5
DOI :
10.1109/OCEANS.2014.7003185