Abstract:
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 ...Show MoreMetadata
Abstract:
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.
Published in: 2022 18th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Date of Conference: 29 November 2022 - 02 December 2022
Date Added to IEEE Xplore: 24 November 2022
ISBN Information: