Cargando…
A simple, fast, and repeatable survey method for underwater visual 3D benthic mapping and monitoring
Visual 3D reconstruction techniques provide rich ecological and habitat structural information from underwater imagery. However, an unaided swimmer or diver struggles to navigate precisely over larger extents with consistent image overlap needed for visual reconstruction. While underwater robots hav...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5355206/ https://www.ncbi.nlm.nih.gov/pubmed/28331587 http://dx.doi.org/10.1002/ece3.2701 |
_version_ | 1782515497524264960 |
---|---|
author | Pizarro, Oscar Friedman, Ariell Bryson, Mitch Williams, Stefan B. Madin, Joshua |
author_facet | Pizarro, Oscar Friedman, Ariell Bryson, Mitch Williams, Stefan B. Madin, Joshua |
author_sort | Pizarro, Oscar |
collection | PubMed |
description | Visual 3D reconstruction techniques provide rich ecological and habitat structural information from underwater imagery. However, an unaided swimmer or diver struggles to navigate precisely over larger extents with consistent image overlap needed for visual reconstruction. While underwater robots have demonstrated systematic coverage of areas much larger than the footprint of a single image, access to suitable robotic systems is limited and requires specialized operators. Furthermore, robots are poor at navigating hydrodynamic habitats such as shallow coral reefs. We present a simple approach that constrains the motion of a swimmer using a line unwinding from a fixed central drum. The resulting motion is the involute of a circle, a spiral‐like path with constant spacing between revolutions. We test this survey method at a broad range of habitats and hydrodynamic conditions encircling Lizard Island in the Great Barrier Reef, Australia. The approach generates fast, structured, repeatable, and large‐extent surveys (~110 m(2) in 15 min) that can be performed with two people and are superior to the commonly used “mow the lawn” method. The amount of image overlap is a design parameter, allowing for surveys that can then be reliably used in an automated processing pipeline to generate 3D reconstructions, orthographically projected mosaics, and structural complexity indices. The individual images or full mosaics can also be labeled for benthic diversity and cover estimates. The survey method we present can serve as a standard approach to repeatedly collecting underwater imagery for high‐resolution 2D mosaics and 3D reconstructions covering spatial extents much larger than a single image footprint without requiring sophisticated robotic systems or lengthy deployment of visual guides. As such, it opens up cost‐effective novel observations to inform studies relating habitat structure to ecological processes and biodiversity at scales and spatial resolutions not readily available previously. |
format | Online Article Text |
id | pubmed-5355206 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-53552062017-03-22 A simple, fast, and repeatable survey method for underwater visual 3D benthic mapping and monitoring Pizarro, Oscar Friedman, Ariell Bryson, Mitch Williams, Stefan B. Madin, Joshua Ecol Evol Original Research Visual 3D reconstruction techniques provide rich ecological and habitat structural information from underwater imagery. However, an unaided swimmer or diver struggles to navigate precisely over larger extents with consistent image overlap needed for visual reconstruction. While underwater robots have demonstrated systematic coverage of areas much larger than the footprint of a single image, access to suitable robotic systems is limited and requires specialized operators. Furthermore, robots are poor at navigating hydrodynamic habitats such as shallow coral reefs. We present a simple approach that constrains the motion of a swimmer using a line unwinding from a fixed central drum. The resulting motion is the involute of a circle, a spiral‐like path with constant spacing between revolutions. We test this survey method at a broad range of habitats and hydrodynamic conditions encircling Lizard Island in the Great Barrier Reef, Australia. The approach generates fast, structured, repeatable, and large‐extent surveys (~110 m(2) in 15 min) that can be performed with two people and are superior to the commonly used “mow the lawn” method. The amount of image overlap is a design parameter, allowing for surveys that can then be reliably used in an automated processing pipeline to generate 3D reconstructions, orthographically projected mosaics, and structural complexity indices. The individual images or full mosaics can also be labeled for benthic diversity and cover estimates. The survey method we present can serve as a standard approach to repeatedly collecting underwater imagery for high‐resolution 2D mosaics and 3D reconstructions covering spatial extents much larger than a single image footprint without requiring sophisticated robotic systems or lengthy deployment of visual guides. As such, it opens up cost‐effective novel observations to inform studies relating habitat structure to ecological processes and biodiversity at scales and spatial resolutions not readily available previously. John Wiley and Sons Inc. 2017-02-15 /pmc/articles/PMC5355206/ /pubmed/28331587 http://dx.doi.org/10.1002/ece3.2701 Text en © 2017 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Pizarro, Oscar Friedman, Ariell Bryson, Mitch Williams, Stefan B. Madin, Joshua A simple, fast, and repeatable survey method for underwater visual 3D benthic mapping and monitoring |
title | A simple, fast, and repeatable survey method for underwater visual 3D benthic mapping and monitoring |
title_full | A simple, fast, and repeatable survey method for underwater visual 3D benthic mapping and monitoring |
title_fullStr | A simple, fast, and repeatable survey method for underwater visual 3D benthic mapping and monitoring |
title_full_unstemmed | A simple, fast, and repeatable survey method for underwater visual 3D benthic mapping and monitoring |
title_short | A simple, fast, and repeatable survey method for underwater visual 3D benthic mapping and monitoring |
title_sort | simple, fast, and repeatable survey method for underwater visual 3d benthic mapping and monitoring |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5355206/ https://www.ncbi.nlm.nih.gov/pubmed/28331587 http://dx.doi.org/10.1002/ece3.2701 |
work_keys_str_mv | AT pizarrooscar asimplefastandrepeatablesurveymethodforunderwatervisual3dbenthicmappingandmonitoring AT friedmanariell asimplefastandrepeatablesurveymethodforunderwatervisual3dbenthicmappingandmonitoring AT brysonmitch asimplefastandrepeatablesurveymethodforunderwatervisual3dbenthicmappingandmonitoring AT williamsstefanb asimplefastandrepeatablesurveymethodforunderwatervisual3dbenthicmappingandmonitoring AT madinjoshua asimplefastandrepeatablesurveymethodforunderwatervisual3dbenthicmappingandmonitoring AT pizarrooscar simplefastandrepeatablesurveymethodforunderwatervisual3dbenthicmappingandmonitoring AT friedmanariell simplefastandrepeatablesurveymethodforunderwatervisual3dbenthicmappingandmonitoring AT brysonmitch simplefastandrepeatablesurveymethodforunderwatervisual3dbenthicmappingandmonitoring AT williamsstefanb simplefastandrepeatablesurveymethodforunderwatervisual3dbenthicmappingandmonitoring AT madinjoshua simplefastandrepeatablesurveymethodforunderwatervisual3dbenthicmappingandmonitoring |