Search Results for author: Xavier Bou

Found 3 papers, 1 papers with code

Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery

1 code implementation8 Mar 2024 Xavier Bou, Gabriele Facciolo, Rafael Grompone von Gioi, Jean-Michel Morel, Thibaud Ehret

Moreover, we study the performance of both visual and image-text features, namely DINOv2 and CLIP, including two CLIP models specifically tailored for remote sensing applications.

Few-Shot Object Detection Object +2

Portraying the Need for Temporal Data in Flood Detection via Sentinel-1

no code implementations6 Mar 2024 Xavier Bou, Thibaud Ehret, Rafael Grompone von Gioi, Jeremy Anger

Identifying flood affected areas in remote sensing data is a critical problem in earth observation to analyze flood impact and drive responses.

Anomaly Detection Earth Observation +1

Reducing False Alarms in Video Surveillance by Deep Feature Statistical Modeling

no code implementations9 Jul 2023 Xavier Bou, Aitor Artola, Thibaud Ehret, Gabriele Facciolo, Jean-Michel Morel, Rafael Grompone von Gioi

Experimental results reveal that the proposed a-contrario validation is able to largely reduce the number of false alarms at both pixel and object levels.

Change Detection Object

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