Search Results for author: Guy Le Besnerais

Found 5 papers, 5 papers with code

DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing

1 code implementation4 Jan 2022 Gaston Lenczner, Adrien Chan-Hon-Tong, Bertrand Le Saux, Nicola Luminari, Guy Le Besnerais

We propose in this article to build up a collaboration between a deep neural network and a human in the loop to swiftly obtain accurate segmentation maps of remote sensing images.

Active Learning Semantic Segmentation

OV$^{2}$SLAM : A Fully Online and Versatile Visual SLAM for Real-Time Applications

1 code implementation8 Feb 2021 Maxime Ferrera, Alexandre Eudes, Julien Moras, Martial Sanfourche, Guy Le Besnerais

Many applications of Visual SLAM, such as augmented reality, virtual reality, robotics or autonomous driving, require versatile, robust and precise solutions, most often with real-time capability.

Autonomous Driving Monocular Visual Odometry +2

DISIR: Deep Image Segmentation with Interactive Refinement

1 code implementation31 Mar 2020 Gaston Lenczner, Bertrand Le Saux, Nicola Luminari, Adrien Chan Hon Tong, Guy Le Besnerais

Starting from an initial output based on the image only, our network then interactively refines this segmentation map using a concatenation of the image and user annotations.

Image Segmentation Interactive Segmentation +3

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