Projects
Selected work from the last five years, with figures, videos and explanations.
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2023 ā present Postdoctoral ResearcherSpace Weather Imaging: Seeing CMEs Between the Sun and Earth
Machine learning for heliospheric imager data: sharpening real-time STEREO images, automatically detecting CME in several instruments, automatic 3D reconstruction of CMEs and using L5 observations to predict arrivals.
#computer vision #machine learning #CME #heliospheric imagers #STEREO #space weather -
2019 ā 2023 Lead researcherStrawberry Perception for Robotic Picking
Using 3D sensing and deep learning to find, count and orient strawberries on real farms, so robots can pick them without damaging the fruit.
#computer vision #3D vision #deep learning #agricultural robotics #point clouds