Application of machine vision systems in aquaculture with emphasis on fish: state‐of‐the‐art and key issues

M Saberioon, A Gholizadeh, P Cisar… - Reviews in …, 2017 - Wiley Online Library
Demands of aquatic products are increasing dramatically during past decades. Also quality
assurance has gradually received more attention by both producers and consumers. Thus …

TRex, a fast multi-animal tracking system with markerless identification, and 2D estimation of posture and visual fields

T Walter, ID Couzin - Elife, 2021 - elifesciences.org
Automated visual tracking of animals is rapidly becoming an indispensable tool for the study
of behavior. It offers a quantitative methodology by which organisms' sensing and decision …

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

JM Górriz, J Ramírez, A Ortiz, FJ Martinez-Murcia… - Neurocomputing, 2020 - Elsevier
Artificial intelligence and all its supporting tools, eg machine and deep learning in
computational intelligence-based systems, are rebuilding our society (economy, education …

Recent advances and future outlook for artificial intelligence in aquaculture

LI Daoliang, LIU Chang - Smart agriculture, 2020 - smartag.net.cn
The production of China's aquaculture has changed from extensive model to intensive
model, the production structure is continuously adjusting and upgrading, and the production …

UMATracker: an intuitive image-based tracking platform

O Yamanaka, R Takeuchi - Journal of Experimental Biology, 2018 - journals.biologists.com
Image-based tracking software are regarded as valuable tools in collective animal
behaviour studies. For such operations, image preprocessing is a prerequisite, and the …

[HTML][HTML] Outdoor animal tracking combining neural network and time-lapse cameras

M Bonneau, JA Vayssade, W Troupe… - Computers and Electronics …, 2020 - Elsevier
Monitoring animal location can be a valuable tool in research and for practical applications,
such as health or pasture management. Although GPS is commonly used, other solutions …

Automated video-based analysis framework for behavior monitoring of individual animals in zoos using deep learning—A study on polar bears

M Zuerl, P Stoll, I Brehm, R Raab, D Zanca, S Kabri… - Animals, 2022 - mdpi.com
Simple Summary Every institution that keeps animals under human care must ensure animal
welfare. To analyze the state of an animal, various measurements can be performed, such …

Automated multiple fish tracking in three-dimension using a structured light sensor

MM Saberioon, P Cisar - Computers and Electronics in Agriculture, 2016 - Elsevier
Image-based monitoring using video tracking has been showing potential in aquaculture
behavioural studies during the past decade. It provides higher spatial and temporal …

人工智能在水产养殖中研究应用分析与未来展望

李道亮, 刘畅 - 智慧农业, 2020 - smartag.net.cn
中国水产养殖的生产模式已由粗放型向集约型转变, 生产结构不断调整升级, 生产水平不断提高.
但较低的劳动生产率, 生产效率和资源利用率, 低质量的水产品以及缺乏安全保障等问题都严重 …

Accurate automatic detection of densely distributed cell nuclei in 3D space

Y Toyoshima, T Tokunaga, O Hirose… - PLoS computational …, 2016 - journals.plos.org
To measure the activity of neurons using whole-brain activity imaging, precise detection of
each neuron or its nucleus is required. In the head region of the nematode C. elegans, the …