Underwater video techniques for observing coastal marine biodiversity: a review of sixty years of publications (1952–2012)
Underwater video techniques are increasingly used in marine ecology studies.
Technological progress regarding video cameras, sensors (such as sounders), battery life …
Technological progress regarding video cameras, sensors (such as sounders), battery life …
A review of deep learning-based stereo vision techniques for phenotype feature and behavioral analysis of fish in aquaculture
Y Zhao, H Qin, L Xu, H Yu, Y Chen - Artificial Intelligence Review, 2025 - Springer
The industrialization, high-density, and greener aquaculture requires a more precise and
intelligent aquaculture management. Phenotypic and behavioral information of fish, which …
intelligent aquaculture management. Phenotypic and behavioral information of fish, which …
Climate-driven regime shift of a temperate marine ecosystem
Ecosystem reconfigurations arising from climate-driven changes in species distributions are
expected to have profound ecological, social, and economic implications. Here we reveal a …
expected to have profound ecological, social, and economic implications. Here we reveal a …
Fish detection and species classification in underwater environments using deep learning with temporal information
It is important for marine scientists and conservationists to frequently estimate the relative
abundance of fish species in their habitats and monitor changes in their populations. As …
abundance of fish species in their habitats and monitor changes in their populations. As …
A field and video annotation guide for baited remote underwater stereo‐video surveys of demersal fish assemblages
Baited remote underwater stereo‐video systems (stereo‐BRUVs) are a popular tool to
sample demersal fish assemblages and gather data on their relative abundance and body …
sample demersal fish assemblages and gather data on their relative abundance and body …
Combined use of eDNA metabarcoding and video surveillance for the assessment of fish biodiversity
Monitoring communities of fish is important for the management and sustainability of
fisheries and marine ecosystems. Baited remote underwater video systems (BRUVs) are …
fisheries and marine ecosystems. Baited remote underwater video systems (BRUVs) are …
Automatic fish species classification in underwater videos: exploiting pre-trained deep neural network models to compensate for limited labelled data
There is a need for automatic systems that can reliably detect, track and classify fish and
other marine species in underwater videos without human intervention. Conventional …
other marine species in underwater videos without human intervention. Conventional …
Automatic fish detection in underwater videos by a deep neural network-based hybrid motion learning system
It is interesting to develop effective fish sampling techniques using underwater videos and
image processing to automatically estimate and consequently monitor the fish biomass and …
image processing to automatically estimate and consequently monitor the fish biomass and …
Fish species classification in unconstrained underwater environments based on deep learning
Underwater video and digital still cameras are rapidly being adopted by marine scientists
and managers as a tool for non‐destructively quantifying and measuring the relative …
and managers as a tool for non‐destructively quantifying and measuring the relative …
Bait attraction affects the performance of remote underwater video stations in assessment of demersal fish community structure
Discriminating marine fish assemblages at broad scales can be difficult because of
heterogeneity within their habitats, variability in patterns of behaviour and abundance of fish …
heterogeneity within their habitats, variability in patterns of behaviour and abundance of fish …