[HTML][HTML] Semi-supervised and weakly-supervised deep neural networks and dataset for fish detection in turbid underwater videos
Fish are key members of marine ecosystems, and they have a significant share in the
healthy human diet. Besides, fish abundance is an excellent indicator of water quality, as …
healthy human diet. Besides, fish abundance is an excellent indicator of water quality, as …
Underwater image segmentation in the wild using deep learning
P Drews-Jr, I Souza, IP Maurell, EV Protas… - Journal of the Brazilian …, 2021 - Springer
Image segmentation is an important step in many computer vision and image processing
algorithms. It is often adopted in tasks such as object detection, classification, and tracking …
algorithms. It is often adopted in tasks such as object detection, classification, and tracking …
Improved accuracy for automated counting of a fish in baited underwater videos for stock assessment
The ongoing need to sustainably manage fishery resources can benefit from fishery-
independent monitoring of fish stocks. Camera systems, particularly baited remote …
independent monitoring of fish stocks. Camera systems, particularly baited remote …
Habitat type and complexity drive fish assemblages in a tropical seascape
AE Hall, MJ Kingsford - Journal of Fish Biology, 2021 - Wiley Online Library
Inshore marine seascapes support a diversity of interconnected habitats and are an
important focus for biodiversity conservation. This study examines the importance of habitat …
important focus for biodiversity conservation. This study examines the importance of habitat …
Directed conservation of the world's reef sharks and rays
Many shark populations are in decline around the world, with severe ecological and
economic consequences. Fisheries management and marine protected areas (MPAs) have …
economic consequences. Fisheries management and marine protected areas (MPAs) have …
Underwater enhancement based on a self-learning strategy and attention mechanism for high-intensity regions
CD Mello Jr, BU Moreira, PJD de Oliveira Evald… - Computers & …, 2022 - Elsevier
Images acquired during underwater activities suffer from environmental properties of the
water, such as turbidity and light attenuation. These phenomena cause color distortion …
water, such as turbidity and light attenuation. These phenomena cause color distortion …
A regionally scalable habitat typology for assessing benthic habitats and fish communities: Application to New Caledonia reefs and lagoons
D Pelletier, N Selmaoui‐Folcher, T Bockel… - Ecology and …, 2020 - Wiley Online Library
Scalable assessments of biodiversity are required to successfully and adaptively manage
coastal ecosystems. Assessments must account for habitat variations at multiple spatial …
coastal ecosystems. Assessments must account for habitat variations at multiple spatial …
Kosmos: An open source underwater video lander for monitoring coastal fishes and habitats
D Pelletier, J Rouxel, O Fauvarque, D Hanon… - Sensors, 2021 - mdpi.com
Background: Monitoring the ecological status of coastal ecosystems is essential to track the
consequences of anthropogenic pressures and assess conservation actions. Monitoring …
consequences of anthropogenic pressures and assess conservation actions. Monitoring …
Does bait type and bait container configuration influence the performance of remote underwater video systems in temperate freshwater lakes for assessing fish …
Methods for the use of baited remote underwater video stations (BRUVS) have been tested
and refined such that they are now widely used in marine research for assessing fish …
and refined such that they are now widely used in marine research for assessing fish …
Improving benthic biodiversity assessments in turbid aquatic environments
RE Jones, RKF Unsworth, J Hawes… - Aquatic Conservation …, 2021 - Wiley Online Library
Biodiversity in turbid aquatic environments is commonly assessed using extractive sampling
methods that damage the seabed. Underwater cameras equipped with clear liquid optical …
methods that damage the seabed. Underwater cameras equipped with clear liquid optical …