[HTML][HTML] Image mining applications for underwater environment management-A review and research agenda
The underwater environment is gaining importance due to its role in enhancing the economy
of the world and improving relationships between different countries across the world. There …
of the world and improving relationships between different countries across the world. There …
[HTML][HTML] The hierarchic treatment of marine ecological information from spatial networks of benthic platforms
J Aguzzi, D Chatzievangelou, M Francescangeli… - Sensors, 2020 - mdpi.com
Measuring biodiversity simultaneously in different locations, at different temporal scales, and
over wide spatial scales is of strategic importance for the improvement of our understanding …
over wide spatial scales is of strategic importance for the improvement of our understanding …
[HTML][HTML] Tracking fish abundance by underwater image recognition
Marine cabled video-observatories allow the non-destructive sampling of species at
frequencies and durations that have never been attained before. Nevertheless, the lack of …
frequencies and durations that have never been attained before. Nevertheless, the lack of …
New high-tech flexible networks for the monitoring of deep-sea ecosystems
Increasing interest in the acquisition of biotic and abiotic resources from within the deep sea
(eg, fisheries, oil–gas extraction, and mining) urgently imposes the development of novel …
(eg, fisheries, oil–gas extraction, and mining) urgently imposes the development of novel …
[HTML][HTML] ENDURUNS: An integrated and flexible approach for seabed survey through autonomous mobile vehicles
S Marini, N Gjeci, S Govindaraj, A But… - Journal of Marine …, 2020 - mdpi.com
The oceans cover more than two-thirds of the planet, representing the vastest part of natural
resources. Nevertheless, only a fraction of the ocean depths has been explored. Within this …
resources. Nevertheless, only a fraction of the ocean depths has been explored. Within this …
[HTML][HTML] Enhanced convolutional neural network for plankton identification and enumeration
K Cheng, X Cheng, Y Wang, H Bi, MC Benfield - PLoS One, 2019 - journals.plos.org
Despite the rapid increase in the number and applications of plankton imaging systems in
marine science, processing large numbers of images remains a major challenge due to …
marine science, processing large numbers of images remains a major challenge due to …
[HTML][HTML] Temporal characteristics of plankton indicators in coastal waters: High-frequency data from PlanktonScope
Plankton are excellent indicators of ecosystem status and fisheries because of their pivotal
role in marine food webs and their core values in the integrated ecosystem assessment …
role in marine food webs and their core values in the integrated ecosystem assessment …
Underwater fish detection with weak multi-domain supervision
Given a sufficiently large training dataset, it is relatively easy to train a modern convolution
neural network (CNN) as a required image classifier. However, for the task of fish …
neural network (CNN) as a required image classifier. However, for the task of fish …
[HTML][HTML] Survey of automatic plankton image recognition: challenges, existing solutions and future perspectives
T Eerola, D Batrakhanov, NV Barazandeh… - Artificial Intelligence …, 2024 - Springer
Planktonic organisms including phyto-, zoo-, and mixoplankton are key components of
aquatic ecosystems and respond quickly to changes in the environment, therefore their …
aquatic ecosystems and respond quickly to changes in the environment, therefore their …
[HTML][HTML] Autonomous underwater monitoring system for detecting life on the seabed by means of computer vision cloud services
M Salhaoui, JC Molina-Molina, A Guerrero-González… - Remote Sensing, 2020 - mdpi.com
Autonomous underwater vehicles (AUVs) have increasingly played a key role in monitoring
the marine environment, studying its physical-chemical parameters for the supervision of …
the marine environment, studying its physical-chemical parameters for the supervision of …