Automatic in-situ instance and semanticsegmentation of planktonic organisms using MaskR-CNN
Sondre Bergum, NTNU
Aya Saad, NTNU
Annette Stahl, NTNU

Keywords: in-situ particle analysis; deep learning; semantic segmentation; plankton taxa distribution; mask r-cnn

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Near real-time interactive data visualization and dashboard package for oceanic gliders and modeling systems
Chuan-Yuan Hsu, Texas A&M University
Kerri Whilden, Texas A&M University
Bob Currier, Gulf of Mexico Coastal Ocean Observing System
Steven DiMarco, Texas A&M University
Anthony Knap, Texas A&M University
Barbara Kirkpatrick, Gulf of Mexico Coastal Ocean Observing System
Shinichi Kobara, Gulf of Mexico Coastal Ocean Observing System

Keywords: Gulf of Mexico, glider, data visualization

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Shape-based Image Classification and Identification System for Digital Holograms of Marine Particles and Organisms
Zonghua Liu, University of Aberdeen
John Watson, University of Aberdeen

Keywords: digital holography, image processing, particle classification, machine learning

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TxTrack v0.9: a Lagrangian ocean analysis web-framework for trajectory modeling
Chuan-Yuan Hsu, Texas A&M University
Kerri Whilden, Texas A&M University
Steven DiMarco, Texas A&M University
Anthony Knap, Texas A&M University
Steve Buschang, Texas General Land Office

Keywords: Gulf of Mexico; High-Frequency Radar; Particle Trajectory Model; Data Visualization

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