Efficient Visual Tracking with Exemplar Transformers

Understand

The design of more complex and powerful neural network models has significantly advanced the state-of-the-art in visual object tracking.

• These advances can be attributed to deeper networks, or the introduction of new building blocks, such as transformers.
• However, in the pursuit of increased tracking performance, runtime is often hindered.
• Furthermore, efficient tracking architectures have received surprisingly little attention.