C BIoU Tracker
C-BIoU trackers are a class of multiple object tracking (MOT) algorithms designed to address challenges posed by objects exhibiting irregular motion and similar appearances, common in scenarios like group dances or sports videos. Current research focuses on improving the robustness and generalizability of these trackers, often employing techniques like buffered matching spaces to handle motion inconsistencies and cascaded matching strategies to refine tracking accuracy. These advancements are significant for improving the performance of MOT systems in complex real-world applications, particularly those requiring accurate tracking of multiple similar objects under challenging conditions.
Papers
Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Space
Fan Yang, Shigeyuki Odashima, Shoichi Masui, Shan Jiang
The Second-place Solution for ECCV 2022 Multiple People Tracking in Group Dance Challenge
Fan Yang, Shigeyuki Odashima, Shoichi Masui, Shan Jiang