Single-stream progressive background elimination transformer for target tracking

Abstract One-stream transformer trackers have received widespread attention for their excellent discriminatory ability. However, most of the existing trackers try to mine more information about the target while ignoring the exploitation of the background around it. In this work We propose a single-stream progressive background elimination transformer for target tracking. This model employs a progressive attention mechanism to fully mine the relational dependencies between the target context and