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Environmental Monitoring
Removing dead coral after marine heatwaves can mitigate coral–algae competition and increase viable coral recruitment
Kai Kopecky
,
Gaia Pavoni
,
Massimiliano Corsini
,
Andrew J. Brooks
,
Bartholomew P. DiFiore
,
Fabio Menna
,
Erica Nocerino
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DOI
Integrating Widespread Coral Reef Monitoring Tools for Managing both Area and Point Annotations
Gaia Pavoni
,
Jordan Pierce
,
Clinton B. Edwards
,
Massimiliano Corsini
,
Vid Petrovic
,
Paolo Cignoni
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DOI
Quantifying the loss of coral from a bleaching event using underwater photogrammetry and AI-Assisted Image Segmentation
Kai L. Kopecky
,
Gaia Pavoni
,
Erica Nocerino
,
Andrew J. Brooks
,
Massimiliano Corsini
,
Fabio Menna
,
Jordan P. Gallagher
,
Alessandro Capra
,
Cristina Castagnetti
,
Paolo Rossi
,
Armin Gruen
,
Fabian Neyer
,
Alessandro Muntoni
,
Federico Ponchio
,
Paolo Cignoni
,
Matthias Troyer
,
Sally J. Holbrook
,
Russell J. Schmitt
PDF
DOI
TagLab: AI-assisted annotation for the fast and accurate semantic segmentation of coral reef orthoimages
Semantic segmentation is a widespread image analysis task; in some applications, it requires such high accuracy that it still has to be …
Gaia Pavoni
,
Massimiliano Corsini
,
Federico Ponchio
,
Alessandro Muntoni
,
Clinton Edwards
,
Nicole Pedersen
,
Stuart Sandin
,
Paolo Cignoni
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DOI
Needs and Gaps in Optical Underwater Technologies and Methods for the Investigation of Marine Animal Forest 3D-Structural Complexity
Marine animal forests are benthic communities dominated by sessile suspension feeders (such as sponges, corals, and bivalves) able to …
Paolo Rossi
,
Massimo Ponti
,
Sara Righi
,
Cristina Castagnetti
,
Roberto Simonini
,
Francesco Mancini
,
Panagiotis Agrafiotis
,
Leonardo Bassani
,
Fabio Bruno
,
Carlo Cerrano
,
Paolo Cignoni1
,
Massimiliano Corsini,
,
Pierre Drap
,
Marco Dubbini
,
Joaquim Garrabou1
,
Andrea Gori1
,
Nuno Gracias
,
Jean-Baptiste Ledoux
,
Cristina Linares
,
Torcuato Pulido Mantas
,
Fabio Menna
,
Erica Nocerino
,
Marco Palma
,
Gaia Pavoni
,
Alessandro Ridolfi
,
Sergio Rossi
,
Dimitrios Skarlatos
,
Tali Treibitz
,
Eva Turicchia
,
Matan Yuval
,
Alessandro Capra1
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DOI
TagLab: A human-centric AI system for interactive semantic segmentation
Fully automatic semantic segmentation of highly specific semantic classes and complex shapes may not meet the accuracy standards …
Gaia Pavoni
,
Massimiliano Corsini
,
Federico Ponchio
,
Alessandro Muntoni
,
Paolo Cignoni
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