| Transfer learning and deep feature extraction for planktonic image data sets EC Orenstein, O Beijbom 2017 IEEE Winter Conference on Applications of Computer Vision (WACV), 1082-1088, 2017 | 131 | 2017 |
| Whoi-plankton-a large scale fine grained visual recognition benchmark dataset for plankton classification EC Orenstein, O Beijbom, EE Peacock, HM Sosik arXiv preprint arXiv:1510.00745, 2015 | 97 | 2015 |
| The Scripps Plankton Camera system: A framework and platform for in situ microscopy EC Orenstein, D Ratelle, C Briseño‐Avena, ML Carter, PJS Franks, ... Limnology and Oceanography: Methods 18 (11), 681-695, 2020 | 71 | 2020 |
| FathomNet: A global image database for enabling artificial intelligence in the ocean K Katija, E Orenstein, B Schlining, L Lundsten, K Barnard, G Sainz, ... Scientific reports 12 (1), 15914, 2022 | 70 | 2022 |
| Machine learning techniques to characterize functional traits of plankton from image data EC Orenstein, SD Ayata, F Maps, ÉC Becker, F Benedetti, T Biard, ... Limnology and oceanography 67 (8), 1647-1669, 2022 | 61 | 2022 |
| Environmental drivers of population variability in colony‐forming marine diatoms KM Kenitz, EC Orenstein, PLD Roberts, PJS Franks, JS Jaffe, ML Carter, ... Limnology and Oceanography 65 (10), 2515-2528, 2020 | 36 | 2020 |
| Journey to the center of the gyre: The fate of the Tohoku Tsunami debris field A Bagulayan, JN Bartlett-Roa, AL Carter, BG Inman, EM Keen, ... Oceanography 25 (2), 200-207, 2012 | 33 | 2012 |
| Semi‐and fully supervised quantification techniques to improve population estimates from machine classifiers EC Orenstein, KM Kenitz, PLD Roberts, PJS Franks, JS Jaffe, AD Barton Limnology and Oceanography: Methods 18 (12), 739-753, 2020 | 32 | 2020 |
| Improving rare-class recognition of marine plankton with hard negative mining JL Walker, EC Orenstein Proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 12 | 2021 |
| Environmental and ecological drivers of harmful algal blooms revealed by automated underwater microscopy KM Kenitz, CR Anderson, ML Carter, E Eggleston, K Seech, R Shipe, ... Limnology and Oceanography 68 (3), 598-615, 2023 | 11 | 2023 |
| Benchmarking and Automating the Image Recognition Capability of an In Situ Plankton Imaging System KT Le, Z Yuan, A Syed, D Ratelle, EC Orenstein, ML Carter, S Strang, ... Frontiers in Marine Science 9, 869088, 2022 | 11 | 2022 |
| WHOI-Plankton—A Large Scale Fine Grained Visual Recognition Benchmark Dataset for Plankton Classification. arXiv 2015 EC Orenstein, O Beijbom, EE Peacock, HM Sosik arXiv preprint arXiv:1510.00745, 2015 | 10 | 2015 |
| Automated classification of camouflaging cuttlefish EC Orenstein, JM Haag, YL Gagnon, JS Jaffe Methods in Oceanography 15, 21-34, 2016 | 9 | 2016 |
| Designing Ocean Vision AI: An investigation of community needs for imaging-based ocean conservation A Crosby, EC Orenstein, SE Poulton, KLC Bell, B Woodward, H Ruhl, ... Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023 | 6 | 2023 |
| Demystifying image-based machine learning: a practical guide to automated analysis of field imagery using modern machine learning tools BT Belcher, EH Bower, B Burford, MR Celis, AK Fahimipour, IL Guevara, ... Frontiers in Marine Science 10, 1157370, 2023 | 5 | 2023 |
| Evaluating automated benthic fish detection under variable conditions B Scoulding, K Maguire, EC Orenstein ICES Journal of Marine Science 79 (8), 2204-2216, 2022 | 5 | 2022 |
| Pier recognition: An in situ plankton web camera PL Roberts, JS Jaffe, EC Orenstein, B Laxton, PJS Franks, C Briseno, ... Ocean optics XXII. Portland, Maine, USA, 2014 | 5 | 2014 |
| Discovery and dynamics of a cryptic marine copepod-parasite interaction EC Orenstein, E Saberski, C Briseño-Avena Marine Ecology Progress Series 691, 29-40, 2022 | 4 | 2022 |
| Plankton reconstruction through robust statistical optical tomography R Ronen, Y Attias, YY Schechner, JS Jaffe, E Orenstein JOSA A 38 (9), 1320-1331, 2021 | 4 | 2021 |
| An in situ digital synthesis strategy for the discovery and description of ocean life JA Burns, KP Becker, D Casagrande, J Daniels, P Roberts, E Orenstein, ... Science Advances 10 (3), eadj4960, 2024 | 3 | 2024 |
