Statistical Analysis on Channel-wise Cross-correlation Features in Siamese Trackers

In this paper, we provide an analysis on channel-wise cross-correlation features on Siamese trackers. Channel statistics of the correlation feature is studied, where the correlation feature is computed from the features of the template and tracked target patches. From the study, a statistical pattern of the feature is observed regarding the tracking overlapping performance. The analysis is conducted on three frequently used tracking benchmark datasets.