BiographyChristel Chappuis is a PhD student in the Environmental Computational Science and Earth Observation Laboratory (ECEO) of Prof. Devis Tuia, in the Ecole Polytechnique Federale de Lausanne (EPFL). The focus of her work is on the interaction between humans and remote sensing imagery using natural language. Sensitive to the environmental changes happening all around us, she would like to give the opportunity for people to monitor our planet simply by asking questions in English to Earth Observation images.
|C. Chappuis, V. Zermatten, S. Lobry, B. Le Saux, D. Tuia
Conference on Computer Vision and Pattern Recognition (CVPR) 2022 (EarthVision workshop)
|Prompt-RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering
|C. Chappuis, V. Mendez, E. Walt, S. Lobry. B. Le Saux, D. Tuia
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2022
|Language Transformers for Remote Sensing Visual Question Answering
|C. Chappuis, S. Lobry, B. Kellenberger, B. Le Saux, D. Tuia
ECML-PKDD 2021 (MACLEAN workshop)
|How to find a good image-text embedding for remote sensing visual question answering?
|C. Chappuis, F. Tummon, B. Clot, T. Konzelmann, B. Calpini, B. Crouzy
|Automatic pollen monitoring: first insights from hourly data
|Li Mi, Siran Li, Christel Chappuis, Devis Tuia
Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022)
|Knowledge-Aware Cross-Modal Text-Image Retrieval for Remote Sensing Images