Assessment of ZooImage as a tool for the classification of zooplankton

JL Bell, RR Hopcroft - Journal of Plankton Research, 2008 - academic.oup.com
ZooImage, image analysis software, was evaluated to determine its ability to differentiate
between zooplankton groups in preserved zooplankton samples collected in Prince William …

Comparison between automated analysis of zooplankton using ZooImage and traditional methodology

A Gislason, T Silva - Journal of Plankton Research, 2009 - academic.oup.com
The objective of this study was to evaluate the accuracy of the ZooImage image analysis
system for taxonomic classification of zooplankton samples. For this purpose, automated …

Improving semiautomated zooplankton classification using an internal control and different imaging devices

E Bachiller, JA Fernandes… - Limnology and …, 2012 - Wiley Online Library
The rapid development of image‐based methods for counting and classifying zooplankton
has made it possible to analyze large numbers of samples in a semiautomated way …

Digital zooplankton image analysis using the ZooScan integrated system

G Gorsky, MD Ohman, M Picheral… - Journal of plankton …, 2010 - academic.oup.com
Abstract ZooScan with ZooProcess and Plankton Identifier (PkID) software is an integrated
analysis system for acquisition and classification of digital zooplankton images from …

Enumeration, measurement, and identification of net zooplankton samples using the ZOOSCAN digital imaging system

P Grosjean, M Picheral, C Warembourg… - ICES Journal of …, 2004 - academic.oup.com
Identifying and counting zooplankton are labour-intensive and time-consuming processes
that are still performed manually. However, a new system, known as ZOOSCAN, has been …

The ZooScan and the ZooCAM zooplankton imaging systems are intercomparable: A benchmark on the Bay of Biscay zooplankton

N Grandremy, C Dupuy, P Petitgas… - Limnology and …, 2023 - Wiley Online Library
Zooplankton analysis represents a bottleneck in marine ecology studies due to the difficulty
to obtain zooplankton data. The last decades have seen the intense development of …

[PDF][PDF] Zooplankton image analysis manual: automated identification by means of scanner and digital camera as imaging devices

E Bachiller, JA Fernandes - Rev Invest Mar, 2011 - azti.es
Rapid development of semi-automated zooplankton counting and classification methods
has carried out new chances when defining objectives for plankton distribution studies …

Imperfect automatic image classification successfully describes plankton distribution patterns

R Faillettaz, M Picheral, JY Luo, C Guigand… - Methods in …, 2016 - Elsevier
Imaging systems were developed to explore the fine scale distributions of plankton (< 10 m),
but they generate huge datasets that are still a challenge to handle rapidly and accurately …

Automated sizing, counting and identification of zooplankton by pattern recognition

HP Jeffries, MS Berman, AD Poularikas, C Katsinis… - Marine biology, 1984 - Springer
A computerized system was developed to automate the analysis of zooplankton samples.
Classification to major taxonomic group was based on discriminant analysis of …

Accurate automatic quantification of taxa-specific plankton abundance using dual classification with correction

Q Hu, C Davis - Marine Ecology Progress Series, 2006 - int-res.com
Optical imaging samplers are becoming widely used in plankton ecology, but image
analysis methods have lagged behind image acquisition rates. Automated methods for …