Eric Orenstein

Senior Research Scientist eric.orenstein [at] noc.ac.uk

A complete list of publications and outputs can be found on my Google Scholar profile.

2024

image-left Burns, J.A., K.P. Becker, D. Casagrande, J. Daniels, P.L.D. Roberts, E.C. Orenstein, D.M. Vogt, Z.E. Teoh, A. Yin, B. Genot, D.F. Gruber, K. Katija, R.J. Wood, B.T. Phillips. 2024. An integrated digital holotype strategy for delicate deep-sea organisms. Science Advances. [paper]


image-left E.C. Orenstein and K. Barnard. 2024. FathomNet 2024 Competition - What on Earth is that?! Novel category discovery in the deep sea. 11th Fine-Grained Visual Categorization Workshop at CVPR 2024. [competition][git]

2023

image-left Crosby, A., E.C. Orenstein, S. Poulton, K.C. Bell, B. Woodward, H. Ruhl, K. Katija, and A.G. Forbes. 2023. Designing Ocean Vision AI: An Investigation of Community Needs for Imaging-based Ocean Conservation. ACM CHI Conference on Human Factors in Computing Systems 1-16. [paper]


image-left E.C. Orenstein, G. Patterson, B.G. Woodward, and K. Katija. 2023. FathomNet 2023 Competition - Shifting seas, shifting species: out-of-sample detection in the deep ocean. 10th Fine-Grained Visual Categorization Workshop at CVPR 2023. [competition][git][preprint]


image-left Kenitz, K.M., C.R. Anderson, M.L Carter, E. Eggleston, K. Seech, R. Chipe, J. Smith, E.C. Orenstein, P.J.S. Franks, J.S. Jaffe, and A. D. Barton. 2023. Environmental and ecological drivers of harmful algal blooms in the Southern California Bight. Limnology and Oceanography 68: 598-615. [paper]

2022

image-left Scoulding, B. K. Maguire, and E.C. Orenstein 2022. Evaluating automated benthic fish detection under variable conditions. ICES Journal of Marine Science fsac166. [paper]


image-left Katija, K., E.C. Orenstein, B. Schlining, L. Lundsten, K. Barnard, G. Sainz, O. Boulais, M. Cromwell, E. Butler, B. Woodward, and K.C. Bell 2022. FathomNet: A global image database for enabling artificial intelligence in the ocean. Scientific Reports 12:15914. [paper]


image-left Orenstein, E.C., S.D Ayata, F. Maps, J.O. Irisson, et al. 2022. Characterizing functional traits of planktonic organisms from images. Limnology and Oceanography 67 (8): 1647-1669 [paper]


image-left Orenstein, E.C., E. Saberski, C. Briseño-Avena. 2022. Discovery and dynamics of a cryptic marine copepod-parasite interaction. Marine Ecology Progress Series 691: 29-40. [paper]

2021

image-left Walker, J. and E.C. Orenstein. 2021. Improving rare-class recognition of marine plankton with hard negative mining IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) pp. 3672-3682. [paper]


image-left Ronen, R., Y. Attias, Y.Y. Schechner, J.S. Jaffe, and E.C. Orenstein. 2021. Plankton reconstruction through robust statistical optical tomography. Journal of the Optical Society of America A 38(9): 1320-1331. [paper]