Search Results for author: Mehdi Miah

Found 5 papers, 2 papers with code

Multi-Object Tracking and Segmentation with a Space-Time Memory Network

no code implementations21 Oct 2021 Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier

We propose a method for multi-object tracking and segmentation based on a novel memory-based mechanism to associate tracklets.

Instance Segmentation Multi-Object Tracking +10

MeNToS: Tracklets Association with a Space-Time Memory Network

no code implementations15 Jul 2021 Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier

We propose a method for multi-object tracking and segmentation (MOTS) that does not require fine-tuning or per benchmark hyperparameter selection.

Instance Segmentation Multi-Object Tracking +7

An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes

1 code implementation15 Oct 2020 Mehdi Miah, Justine Pepin, Nicolas Saunier, Guillaume-Alexandre Bilodeau

Commonly used features are color histograms, histograms of oriented gradients, deep features from convolutional neural networks and re-identification (ReID) features.

Multiple Object Tracking

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