Memory-based trackers such as SAM2 demonstrate remarkable performance, however still struggle with distractors. We propose a new plug-in distractor-aware memory (DAM) and management strategy that ...
Abstract: The dominant trackers generate a fixed-size rectangular region based on the previous prediction or initial bounding box as the model input, i.e., search region. While this manner obtains ...