Compact Transformer Tracker with Correlative Masked Modeling

Visual Object Tracking is one of the fundamental tasks in computer vision with applications ranging from human-computer interaction, surveillance, traffic flow monitoring and etc. It aims to estimate the location, denoted as a bounding box, of an arbitrary target object throughout the subsequent video sequence.