What is feature pyramid in video object detection architectures?

Feature pyramids extend multi-scale feature representations across temporal video frames.

In video detection, objects vary not only in scale but also over time. Feature pyramid networks are extended with temporal aggregation modules to combine spatial and temporal features. This helps maintain consistency of object detection across frames and improves robustness against motion blur and occlusion.