Automatic Tracker Selection w.r.t Object Detection Performance

lastmod 2026-11-10created 2017-03-022 edits

Automatic Tracker Selection w.r.t Object Detection Performance is a paper that proposes a method for automatically choosing a suitable tracker in video object tracking based on the performance of the object detector. Building on the observation that the quality of detection results varies from situation to situation, it selects, among several trackers, the one that fits the current conditions instead of relying on a single tracking algorithm. It belongs to the fields of multi-object tracking and tracking-by-detection.

Documentation

Automatic Tracker Selection w.r.t Object Detection Performance

https://arxiv.org/abs/1404.2005v1