Current and future trends in marine image annotation software

JN Gomes-Pereira, V Auger, K Beisiegel… - Progress in …, 2016 - Elsevier
Given the need to describe, analyze and index large quantities of marine imagery data for
exploration and monitoring activities, a range of specialized image annotation tools have …

Towards automated annotation of benthic survey images: Variability of human experts and operational modes of automation

O Beijbom, PJ Edmunds, C Roelfsema, J Smith… - PloS one, 2015 - journals.plos.org
Global climate change and other anthropogenic stressors have heightened the need to
rapidly characterize ecological changes in marine benthic communities across large scales …

Ecological consequences of stony coral tissue loss disease in the Turks and Caicos Islands

MM Heres, BH Farmer, F Elmer, H Hertler - Coral Reefs, 2021 - Springer
Coral reefs are suffering global declines due to climate change, natural disasters, pollution,
and diseases. Coral disease events have increased in frequency and severity in the past …

Urgent need for coral demography in a world where corals are disappearing

PJ Edmunds, B Riegl - Marine Ecology Progress Series, 2020 - int-res.com
Coral reefs have long attracted attention because of their biological and economic
importance, but this interest now has turned to examining the possibility of functional …

[HTML][HTML] A systematic review of robotic efficacy in coral reef monitoring techniques

JA Cardenas, Z Samadikhoshkho, AU Rehman… - Marine Pollution …, 2024 - Elsevier
Coral reefs are home to a variety of species, and their preservation is a popular study area;
however, monitoring them is a significant challenge, for which the use of robots offers a …

A diver-operated hyperspectral imaging and topographic surveying system for automated mapping of benthic habitats

A Chennu, P Färber, G De'ath, D De Beer… - Scientific reports, 2017 - nature.com
We developed a novel integrated technology for diver-operated surveying of shallow marine
ecosystems. The HyperDiver system captures rich multifaceted data in each transect …

Towards benthic habitat 3D mapping using machine learning algorithms and structures from motion photogrammetry

H Mohamed, K Nadaoka, T Nakamura - Remote Sensing, 2020 - mdpi.com
The accurate classification and 3D mapping of benthic habitats in coastal ecosystems are
vital for developing management strategies for these valuable shallow water environments …

Characterization of measurement errors using structure‐from‐motion and photogrammetry to measure marine habitat structural complexity

M Bryson, R Ferrari, W Figueira, O Pizarro… - Ecology and …, 2017 - Wiley Online Library
Habitat structural complexity is one of the most important factors in determining the makeup
of biological communities. Recent advances in structure‐from‐motion and photogrammetry …

Scaling up ecological measurements of coral reefs using semi-automated field image collection and analysis

M González-Rivero, O Beijbom, A Rodriguez-Ramirez… - Remote Sensing, 2016 - mdpi.com
Ecological measurements in marine settings are often constrained in space and time, with
spatial heterogeneity obscuring broader generalisations. While advances in remote sensing …

Improving automated annotation of benthic survey images using wide-band fluorescence

O Beijbom, T Treibitz, DI Kline, G Eyal, A Khen… - Scientific reports, 2016 - nature.com
Large-scale imaging techniques are used increasingly for ecological surveys. However,
manual analysis can be prohibitively expensive, creating a bottleneck between collected …