[HTML][HTML] Research priorities to support effective manta and devil ray conservation

JD Stewart, FRA Jaine, AJ Armstrong… - Frontiers in Marine …, 2018 - frontiersin.org
Manta and devil rays are filter-feeding elasmobranchs that are found circumglobally in
tropical and subtropical waters. Although relatively understudied for most of the Twentieth …

The use and abuse of photographic identification in sharks and rays

AD Marshall, SJ Pierce - Journal of fish biology, 2012 - Wiley Online Library
The use of photography to discriminate between individuals in a population using natural
markings or aberrations is increasingly being utilized to support field research on …

Emerging from water: Underwater image color correction based on weakly supervised color transfer

C Li, J Guo, C Guo - IEEE Signal processing letters, 2018 - ieeexplore.ieee.org
Underwater vision suffers from severe effects due to selective attenuation and scattering
when light propagates through water. Such degradation not only affects the quality of …

Sea-thru: A method for removing water from underwater images

D Akkaynak, T Treibitz - … of the IEEE/CVF conference on …, 2019 - openaccess.thecvf.com
Robust recovery of lost colors in underwater images remains a challenging problem. We
recently showed that this was partly due to the prevalent use of an atmospheric image …

Fish detection and species classification in underwater environments using deep learning with temporal information

A Jalal, A Salman, A Mian, M Shortis, F Shafait - Ecological Informatics, 2020 - Elsevier
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 …

A field and video annotation guide for baited remote underwater stereo‐video surveys of demersal fish assemblages

T Langlois, J Goetze, T Bond, J Monk… - Methods in Ecology …, 2020 - Wiley Online Library
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 …

Underwater image co-enhancement with correlation feature matching and joint learning

Q Qi, Y Zhang, F Tian, QMJ Wu, K Li… - … on Circuits and …, 2021 - ieeexplore.ieee.org
In underwater scenes, degraded underwater images caused by wavelength-dependent light
absorption and scattering present huge challenges to vision tasks. Underwater image …

Automatic fish species classification in underwater videos: exploiting pre-trained deep neural network models to compensate for limited labelled data

SA Siddiqui, A Salman, MI Malik… - ICES Journal of …, 2018 - academic.oup.com
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 …

Automatic fish detection in underwater videos by a deep neural network-based hybrid motion learning system

A Salman, SA Siddiqui, F Shafait, A Mian… - ICES Journal of …, 2020 - academic.oup.com
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 …

Fish species classification in unconstrained underwater environments based on deep learning

A Salman, A Jalal, F Shafait, A Mian… - Limnology and …, 2016 - Wiley Online Library
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 …