Research Article

SKT-MOT and DyTracker: A Multiobject Tracking Dataset and a Dynamic Tracker for Speed Skating Video

Table 6

Results of applying KFDU and FDU to various MOT methods.

MethodMOTAIDF1MTMLFPFNIDSW

DeepSORT + KFDU + FDU76.80 (+0.1)77.9 (+0.6)56.711.83,1659,910231
FairMOT + KFDU + FDU69.173.4 (+0.6)41.315.62,01114,480283
ByteTrack + KFDU76.6 (+0.1)79.7 (+0.2)59.611.83,4319,680243

The TBD methods use the YOLOX detector [31]. All experiments are performed on the MOT17 validation set.