Research Article

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

Table 2

Overview of MOT method.

Paradigm typesMainstream methodsCharacteristic

TBDSORT, DeepSORT, StrongSORT, ByteTrack, OC-SORT, BoT-SORTEach of its components is independent of each other and can be replaced, which gives it great flexibility and generalizability, but also leads to time-consuming.

JDTSST, JDE, FairMOT, CTracker, SCT, CenterTrack, TraDeS, MOTRIt allows several components to be integrated into a unified network, which leads to faster speeds, but makes it difficult to achieve global optimality due to conflicts between components.