4.4 Article

Marine biofouling resistance rating using image analysis

Related references

Note: Only part of the references are listed.
Article Multidisciplinary Sciences

Automating the assessment of biofouling in images using expert agreement as a gold standard

Nathaniel J. Bloomfield et al.

Summary: Biofouling on vessel hulls poses challenges to the shipping industry, and researchers have applied deep learning to automate the analysis of biofouling in images from in-water inspections. By training a model with expert-labeled data, they demonstrated the feasibility and effectiveness of automated biofouling analysis.

SCIENTIFIC REPORTS (2021)

Article Biotechnology & Applied Microbiology

Ship hull in-water cleaning and its effects on fouling-control coatings

Dinis Reis Oliveira et al.

BIOFOULING (2020)

Article Environmental Sciences

Eco-friendly non-biocide-release coatings for marine biofouling prevention

E. R. Silva et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2019)

Review Environmental Sciences

A review on the environmental impacts of shipping on aquatic and nearshore ecosystems

Annika K. Jagerbrand et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2019)

Article Biochemical Research Methods

ilastik: interactive machine learning for (bio) image analysis

Stuart Berg et al.

NATURE METHODS (2019)

Article Engineering, Marine

Using hydrodynamic testing to assess the performance of fouling control coatings

Kelli Z. Hunsucker et al.

OCEAN ENGINEERING (2019)

Article Engineering, Marine

Automated Image Analysis of Offshore Infrastructure Marine Biofouling

Kate Gormley et al.

JOURNAL OF MARINE SCIENCE AND ENGINEERING (2018)

Article Chemistry, Physical

Biofouling control by superhydrophobic surfaces in shallow euphotic seawater

Michele Ferrari et al.

COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS (2015)

Article Chemistry, Applied

Estimation of long-term drag performance of fouling control coatings using an ocean-placed raft with multiple dynamic rotors

A. Lindholdt et al.

JOURNAL OF COATINGS TECHNOLOGY AND RESEARCH (2015)

Review Engineering, Marine

Acoustic methods for biofouling control: A review

M. Legg et al.

OCEAN ENGINEERING (2015)

Article Biotechnology & Applied Microbiology

Economic impact of biofouling on a naval surface ship

M. P. Schultz et al.

BIOFOULING (2011)

Editorial Material Multidisciplinary Sciences

Time to automate identification

Norman MacLeod et al.

NATURE (2010)

Article Ecology

Do experts make mistakes? A comparison of human and machine identification of dinoflagellates

PF Culverhouse et al.

MARINE ECOLOGY PROGRESS SERIES (2003)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)

Article Environmental Sciences

Cost-benefit analysis of the use of TBT: the case for a treatment approach

A Abbott et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2000)

Review Environmental Sciences

A review of organotin regulatory strategies, pending actions, related costs and benefits

MA Champ

SCIENCE OF THE TOTAL ENVIRONMENT (2000)