Search Results for author: Justin Le Louëdec

Found 3 papers, 2 papers with code

Key Point-based Orientation Estimation of Strawberries for Robotic Fruit Picking

no code implementations17 Oct 2023 Justin Le Louëdec, Grzegorz Cielniak

Selective robotic harvesting is a promising technological solution to address labour shortages which are affecting modern agriculture in many parts of the world.

Gaussian map predictions for 3D surface feature localisation and counting

1 code implementation7 Dec 2021 Justin Le Louëdec, Grzegorz Cielniak

In this paper, we propose to employ a Gaussian map representation to estimate precise location and count of 3D surface features, addressing the limitations of state-of-the-art methods based on density estimation which struggle in presence of local disturbances.

Density Estimation

3D shape sensing and deep learning-based segmentation of strawberries

1 code implementation26 Nov 2021 Justin Le Louëdec, Grzegorz Cielniak

In this paper, we evaluate modern sensing technologies including stereo and time-of-flight cameras for 3D perception of shape in agriculture and study their usability for segmenting out soft fruit from background based on their shape.

Semantic Segmentation

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