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 …

Acoustic fish species identification using deep learning and machine learning algorithms: A systematic review

A Yassir, SJ Andaloussi, O Ouchetto, K Mamza… - Fisheries …, 2023 - Elsevier
In fishery acoustics, surveys using sensor systems such as sonars and echosounders have
been widely considered to be accurate tools for acquiring fish species data, fish species …

Artificial intelligence for fish behavior recognition may unlock fishing gear selectivity

AS Abangan, D Kopp, R Faillettaz - Frontiers in Marine Science, 2023 - frontiersin.org
Through the advancement of observation systems, our vision has far extended its reach into
the world of fishes, and how they interact with fishing gears—breaking through physical …

Technological innovations enhance invasive species management in the Anthropocene

RM Fricke, JD Olden - BioScience, 2023 - academic.oup.com
Curbing the introduction, spread, and impact of invasive species remains a longstanding
management and policy prerogative. In recent decades, globalization and environmental …

[HTML][HTML] Evolution of the sea lamprey control barrier program: the importance of lowermost barriers

PJ Hrodey, SA Lewandoski, WP Sullivan… - Journal of Great Lakes …, 2021 - Elsevier
Sea lamprey control has effectively reduced sea lamprey populations by 90% in the
Laurentian Great Lakes. The success of the program is directly tied to the presence of …

A review of grass carp and related species literature on diet, behavior, toxicology, and physiology focused on informing development of controls for invasive grass carp …

ML Wildhaber, BM West, KK Ditter, AP Moore… - Fishes, 2023 - mdpi.com
Grass carp (Ctenopharyngodon idella) are globally important in aquaculture and aquatic
vegetation control. However, escaped grass carp have established invasive populations. A …

Evaluating automated benthic fish detection under variable conditions

B Scoulding, K Maguire… - ICES Journal of Marine …, 2022 - academic.oup.com
Advances in imaging systems have facilitated the collection of high-volume imagery
datasets in fisheries science. To alleviate the costs of sorting these datasets, automated …

Invasive species control and management: The sea lamprey story

MP Wilkie, NS Johnson, MF Docker - Fish Physiology, 2022 - Elsevier
Control of invasive species is a critical component of conservation biology given the
catastrophic damage that they can cause to the ecosystems they invade. This is particularly …

Automatic discard registration in cluttered environments using deep learning and object tracking: class imbalance, occlusion, and a comparison to human review

R van Essen, A Mencarelli… - ICES Journal of …, 2021 - academic.oup.com
This paper presents and evaluates a method for detecting and counting demersal fish
species in complex, cluttered, and occluded environments that can be installed on the …

[HTML][HTML] 面向海洋渔业捕捞生产的深度学习方法应用研究进展

张胜茂, 孙永文, 樊伟, 唐峰华, 崔雪森… - 大连海洋大学 …, 2022 - xuebao.dlou.edu.cn
随着全球渔业资源不断衰退, 各国渔业机构和区域渔业管理组织采用渔业观察员方式促进渔业可
持续捕捞, 但人类观察员方式成本高, 覆盖率低, 难以满足管理需要. 近年来, 深度学习新模型不断 …