Search Results for author: José M. Martínez

Found 2 papers, 1 papers with code

Graph Neural Networks for Cross-Camera Data Association

2 code implementations17 Jan 2022 Elena Luna, Juan C. SanMiguel, José M. Martínez, Pablo Carballeira

To avoid the usage of fixed distances, we leverage the connectivity of Graph Neural Networks, previously unused in this scope, using a Message Passing Network to jointly learn features and similarity.

3D Pose Estimation Graph Matching +1

On guiding video object segmentation

no code implementations25 Apr 2019 Diego Ortego, Kevin McGuinness, Juan C. SanMiguel, Eric Arazo, José M. Martínez, Noel E. O'Connor

This guiding process relies on foreground masks from independent algorithms (i. e. state-of-the-art algorithms) to implement an attention mechanism that incorporates the spatial location of foreground and background to compute their separated representations.

Foreground Segmentation Object +5

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