ATOM: Accurate Tracking by Overlap Maximization

CVPR 2019 Martin DanelljanGoutam BhatFahad Shahbaz KhanMichael Felsberg

While recent years have witnessed astonishing improvements in visual tracking robustness, the advancements in tracking accuracy have been limited. As the focus has been directed towards the development of powerful classifiers, the problem of accurate target state estimation has been largely overlooked... (read more)

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Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Visual Object Tracking TrackingNet ATOM Precision 64.84 # 3
Visual Object Tracking TrackingNet ATOM Normalized Precision 77.11 # 3
Visual Object Tracking TrackingNet ATOM Accuracy 70.34 # 3