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Argoverse: 3D Tracking and Forecasting with Rich Maps
Ming-Fang Chang, John Lambert, Patsorn Sangkloy +8
We present Argoverse -- two datasets designed to support autonomous vehicle machine learning tasks such as 3D tracking and motion forecasting. Argoverse was collected by a fleet of…
Domain Adaptation through Synthesis for Unsupervised Person Re-identification
Slawomir Bak, Peter Carr, Jean-Francois Lalonde
Drastic variations in illumination across surveillance cameras make the person re-identification problem extremely challenging. Current large scale re-identification datasets have…
Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification
Shuang Li, Slawomir Bak, Peter Carr +1
Video-based person re-identification matches video clips of people across non-overlapping cameras. Most existing methods tackle this problem by encoding each video frame in its ent…