Liu, ZonghuaTakeuchi, MarikaContreras, YéssicaThevar, ThangavelNimmo-Smith, AlexWatson, JohnGiering, Sarah L. C.2025-08-182025-08-182025-08-15Liu, Z, Takeuchi, M, Contreras, Y, Thevar, T, Nimmo-Smith, A, Watson, J & Giering, S L C 2025, 'Machine learning for improved size estimation of complex marine particles from noisy holographic images', Frontiers in Marine Science, vol. 12, 1587939. https://doi.org/10.3389/fmars.2025.15879392296-7745RIS: urn:7A15242E2B0495107404A0E0DF0F453Dhttps://hdl.handle.net/2164/25869We thank Richard Lampitt, Morten Iversen and Kevin Saw for the deployment of the Red Camera Frame, and the captain, crew and scientists of the research cruise DY086. Our thanks extend to Nick Burns and Mike Ockwell from Hi-Z 3D LTD (London, UK) for their contributions in developing FastScan that significantly facilitates hologram process.168139263engSDG 14 - Life Below Watersubsea digital holographyhologram processingmachine learningsize estimationparticle size distributionsGC OceanographyGCJournal article10.3389/fmars.2025.158793912