Mitigating Occlusions in Visual Perception Using Single-View 3D Tracking in NVIDIA DeepStream

Originally published at: https://developer.nvidia.com/blog/mitigating-occlusions-in-visual-perception-using-single-view-3d-tracking-in-nvidia-deepstream/

When it comes to perception for Intelligent Video Analytics (IVA) applications such as traffic monitoring, warehouse safety, and retail shopper analytics, one of the biggest challenges is occlusions. People may move behind structural obstacles, retail shoppers may not be fully visible due to shelving units, and cars may be hidden behind large trucks, for example. …