HengLan / LaSOT_Evaluation_Toolkit

[CVPR 2019 & IJCV 2021] LaSOT: A High-quality Benchmark for Large-scale Single Object Tracking
http://vision.cs.stonybrook.edu/~lasot/
Apache License 2.0
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how to define whether a targer is fast or slow? #12

Closed Jee-King closed 4 years ago

Jee-King commented 4 years ago

Hi, thanks for your great datasets.

In OTB, Fast Motion is defined as the motion of the ground truth is larger than tm pixels (tm=20). How do you define whether the target is fast or slow in LaSOT? Is it same with OTB? or calculate it as: fm where pi denotes the object center location and si = sqrt(wihi) represents the object size.

Thanks!

HengLan commented 4 years ago

Hi, Jee-King,

Thanks for your interest. In LaSOT, the FM is defined as "The motion of the target is larger than the size (size=sqrt(w^2+h^2)) of its bounding box". Check Table 2 in the paper for definition.

Thanks.

Jee-King commented 4 years ago

the FM is defined as: 1599874048(1)

i and i+1 represent two adjacent frames. In a video sequence, if vfm this video is defined the FM. is it right?

HengLan commented 4 years ago

Your understanding of FM (the above equation) is correct. The P_i denotes the center point of the target in frame (i). For the bottom equation, I believe this should be right. Since a video is labeled with FM if FM happens in any one frame.

Jee-King commented 4 years ago

Thank you very much :rose:

HengLan commented 4 years ago

No problem. Glad it helps :)