Nonintrusive methods for biomass estimation in aquaculture with emphasis on fish: a review

D Li, Y Hao, Y Duan - Reviews in Aquaculture, 2020 - Wiley Online Library
Fish biomass estimation is one of the most common and important practices in aquaculture.
The regular acquisition of fish biomass information has been identified as an urgent need for …

Challenges to the assessment of benthic populations and biodiversity as a result of rhythmic behaviour: Video solutions from cabled observatories

J Aguzzi, JB Company, C Costa… - … and Marine Biology …, 2012 - api.taylorfrancis.com
All marine species studied thus far show rhythmic temporal patterns in their behavioural,
physiological, and molecular functions, which are collectively known as biological rhythms …

Class-aware fish species recognition using deep learning for an imbalanced dataset

SY Alaba, MM Nabi, C Shah, J Prior, MD Campbell… - Sensors, 2022 - mdpi.com
Fish species recognition is crucial to identifying the abundance of fish species in a specific
area, controlling production management, and monitoring the ecosystem, especially …

A modified YOLOv3 model for fish detection based on MobileNetv1 as backbone

K Cai, X Miao, W Wang, H Pang, Y Liu, J Song - Aquacultural Engineering, 2020 - Elsevier
This paper proposes a new approach combining YOLOv3 with MobileNetv1 for fish
detection in real breeding farm. The feature maps of MobileNet are reselected as per their …

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 …

The measurement of fish size by machine vision-a review

M Hao, H Yu, D Li - Computer and Computing Technologies in Agriculture …, 2016 - Springer
Aquatic products are becoming increasingly popular because of their high nutritional value.
Size information is an important parameter that can be used to measure the growth, weight …

A comparison of calibration methods and system configurations of underwater stereo‐video systems for applications in marine ecology

N Boutros, MR Shortis… - Limnology and …, 2015 - Wiley Online Library
Stereo‐video systems are used by marine ecologists to count and measure the size of
aquatic organisms. Most marine ecologists are not experts in underwater photogrammetry …

Deep learning with self-supervision and uncertainty regularization to count fish in underwater images

P Tarling, M Cantor, A Clapés, S Escalera - Plos one, 2022 - journals.plos.org
Effective conservation actions require effective population monitoring. However, accurately
counting animals in the wild to inform conservation decision-making is difficult. Monitoring …

Accuracy and precision of salmon length estimates taken from DIDSON sonar images

DL Burwen, SJ Fleischman, JD Miller - Transactions of the …, 2010 - Taylor & Francis
Experiments were conducted with a multibeam dual-frequency identification sonar
(DIDSON) to evaluate the accuracy and precision of estimating lengths from images of …

A review of data collection methods used to monitor the associations of wild species with marine aquaculture sites

G English, MJ Lawrence, CW McKindsey… - Reviews in …, 2024 - Wiley Online Library
Aquaculture contributes a significant portion of the global aquatic biomass destined for
human consumption. Bivalve and marine finfish aquaculture operations require sea‐based …