The Impact of Data Augmentations on Deep Learning-Based Marine Object Classification in Benthic Image Transects by Mingkun Tan, Daniel Langenkämper, Tim W. Nattkemper

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Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections by Daniel Langenkämper, Martin Zurowietz, Timm Schoening, Tim W. Nattkemper

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Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification by Daniel Langenkämper, Robin van Kevelaer, Autun Purser, Tim W. Nattkemper

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MAIA-A machine learning assisted image annotation method for environmental monitoring and exploration. by Martin Zurowietz, Daniel Langenkämper, Brett Hosking, Henry A Ruhl, Tim W Nattkemper

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Improving deep learning-based segmentation of diatoms in gigapixel-sized virtual slides by object-based tile positioning and object integrity constraint by Michael Kloster, Andrea M. Burfeid-Castellanos, Daniel Langenkämper, Tim W. Nattkemper, Bánk Beszteri

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Improving deep learning-based segmentation of diatoms in gigapixel-sized virtual slides by object-based tile positioning and object integrity constraint. by Michael Kloster, Andrea M Burfeid-Castellanos, Daniel Langenkämper, Tim W Nattkemper, Bánk Beszteri

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On the impact of Citizen Science-derived data quality on deep learning based classification in marine images. by Daniel Langenkämper, Erik Simon-Lledó, Brett Hosking, Daniel O B Jones, Tim W Nattkemper

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Exploring time series of hyperspectral images for cold water coral stress response analysis. by Daniel Langenkämper, Aksel Alstad Mogstad, Ingrid Myrnes Hansen, Thierry Baussant, Øystein Bergsagel, Ingunn Nilssen, Tone Karin Frost, Tim Wilhelm Nattkemper

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The quest for seafloor macrolitter: a critical review of background knowledge, current methods and future prospects by Miquel Canals, Christopher K Pham, Melanie Bergmann, Lars Gutow, Georg Hanke, Erik van Sebille, Michela Angiolillo, Lene Buhl-Mortensen, Alessando Cau, Christos Ioakeimidis, Ulrike Kammann, Lonny Lundsten, George Papatheodorou, Autun Purser, Anna Sanchez-Vidal, Marcus Schulz, Matteo Vinci, Sanae Chiba, François Galgani, Daniel Langenkämper, Tiia Möller, Tim W Nattkemper, Marta Ruiz, Sanna Suikkanen, Lucy Woodall, Elias Fakiris, Maria Eugenia Molina Jack, Alessandra Giorgetti

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Report on the Marine Imaging Workshop 2022 by Catherine Borremans, Jennifer Durden, Timm Schoening, Emma Curtis, Luther Adams, Alexandra Branzan Albu, Aurélien Arnaubec, Sakina-Dorothée Ayata, Reshma Baburaj, Corinne Bassin, Miriam Beck, Katharine Bigham, Rachel Boschen-Rose, Chad Collett, Matteo Contini, Paulo Correa, Carlos Dominguez-Carrió, Gautier Dreyfus, Graeme Duncan, Maxime Ferrera, Valentin Foulon, Ariell Friedman, Santosh Gaikwad, Chloe Game, Adriana Gaytán-Caballero, Fanny Girard, Michela Giusti, Mélissa Hanafi-Portier, Kerry Howell, Iryna Hulevata, Kiamuke Itiowe, Chris Jackett, Jan Jansen, Clarissa Karthäuser, Kakani Katija, Maxime Kernec, Gabriel Kim, Marcelo Kitahara, Daniel Langenkämper, Tim Langlois, Nadine Lanteri, Claude Jianping Li, Qi-Ran Li, Pierre-Olivier Liabot, Dhugal Lindsay, Ali Loulidi, Yann Marcon, Simone Marini, Ashley Marranzino, Miquel Massot-Campos, Marjolaine Matabos, Lenaick Menot, Bernabé Moreno, Marcus Morrissey, David Nakath, Tim Nattkemper, Monika Neufeld, Matthias Obst, Karine Olu, Alexa Parimbelli, Francesca Pasotti, Dominique Pelletier, Margaux Perhirin, Nils Piechaud, Oscar Pizarro, Autun Purser, Clara Rodrigues, Elena Ceballos Romero, Brian Schlining, Yifan Song, Heidi Sosik, Marc Sourisseau, Bastien Taormina, Jan Taucher, Blair Thornton, Loïc Van Audenhaege, Charles von der Meden, Guillaume Wacquet, Jack Williams, Kea Witting, Martin Zurowietz

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