Deep learning for visual recognition and detection of aquatic animals: A review

J Li, W Xu, L Deng, Y Xiao, Z Han… - Reviews in …, 2023 - Wiley Online Library
The ocean is an important ecosystem, and aquatic animals play an important role in the
biological world, especially in aquaculture. How to accurately and intelligently recognise …

[HTML][HTML] Digitalization and real-time control to mitigate environmental impacts along rivers: Focus on artificial barriers, hydropower systems and European priorities

E Quaranta, MD Bejarano, C Comoglio… - Science of the Total …, 2023 - Elsevier
Hydropower globally represents the main source of renewable energy, and provides several
benefits, eg, water storage and flexibility; on the other hand, it may cause significant impacts …

Monitoring fish using imaging sonar: Capacity, challenges and future perspective

Y Wei, Y Duan, D An - Fish and Fisheries, 2022 - Wiley Online Library
The demand for fish products, which provide crucial protein for humans, is rising as the
global population grows. In contrast, fish stock is declining due to human activity …

Recent advances in acoustic technology for aquaculture: A review

D Li, Z Du, Q Wang, J Wang, L Du - Reviews in Aquaculture, 2024 - Wiley Online Library
Acoustic technology has great application prospects in aquaculture. In particular, two
indispensable, critical technologies for the future aquaculture industry are multi‐sensor …

The capacity of imaging sonar for quantifying the abundance, species richness, and size of reef fish assemblages

ECP Sibley, AS Madgett, TS Elsdon… - Marine Ecology …, 2023 - int-res.com
Reef fish assemblages across tropical and temperate latitudes are increasingly threatened
by human impacts and climate change. Accurate and efficient survey methods are essential …

Deep learning algorithms for sonar imagery analysis and its application in aquaculture: A review

Y Chai, H Yu, L Xu, D Li, Y Chen - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
With the rapid development of underwater sensor techniques, using acoustic techniques to
obtain and analyze underwater images is an effective approach due to the superior nature of …

Out of the shadows: automatic fish detection from acoustic cameras

RM Connolly, KI Jinks, A Shand, MD Taylor, TF Gaston… - Aquatic Ecology, 2023 - Springer
Efficacious monitoring of fish stocks is critical for efficient management. Multibeam acoustic
cameras, that use sound-reflectance to generate moving pictures, provide an important …

AcousticIA, a deep neural network for multi-species fish detection using multiple models of acoustic cameras

G Fernandez Garcia, T Corpetti, M Nevoux… - Aquatic Ecology, 2023 - Springer
Acoustic cameras, or imaging sonars, are high-potential devices for many applications in
aquatic ecology, notably for fisheries management and population monitoring. However …

Capabilities of an acoustic camera to inform fish collision risk with current energy converter turbines

GJ Staines, RP Mueller, AC Seitz, MD Evans… - Journal of Marine …, 2022 - mdpi.com
A diversified energy portfolio may include marine energy in the form of current energy
converters (CECs) such as tidal or in-river turbines. New technology development in the …

Identification and counting of fish targets using adaptive resolution imaging sonar

W Shen, Z Peng, J Zhang - Journal of Fish Biology, 2024 - Wiley Online Library
Fish are a critical component of marine biology; therefore, the accurate identification and
counting of fish are essential for the objective monitoring and assessment of marine …