RetryTRACK: Recovering Misses in Multi-Camera 3D Pedestrian Tracking

• Published in: Proceedings - Brazilian Symposium on Computer Graphics and Image Processing pp. 1 - 6
• Main Authors: de Andrade, Isabella, Lima, Joao Paulo, Teichrieb, Veronica
• Format: Conference Proceeding
• Language: English
• Published: IEEE 30.09.2024
• Subjects: Accuracy; Cameras; Detection algorithms; Extrapolation; Filtering algorithms; Gaussian processes; Graphics; Object tracking; Pedestrians; Three-dimensional displays

Tracking pedestrians commonly relies on detection algorithms. However, these algorithms are not always correct and may miss some pedestrians. Although using multiple cameras is a way to handle this, some failures still need to be fixed. Thus, it is desirable that the tracker attempt to fix the detec...