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The paper The State of the Art in Multiple Object Tracking is a too old (2003).

For tracking, you have also:

• VOT (Visual Object Tracking) challenges
• OpenCV also have vision challenge in tracking
• Online Object Tracking: A Benchmark and Visual Tracker Benchmark and Visual Tracker Benchmark.
• Multiple Object Tracking Benchmark

By looking to the reference parts for each recent and serious paper, you should have a correct overview on the subject.

The paper The State of the Art in Multiple Object Tracking is a too old (2003).

For tracking, you have also:

• VOT (Visual Object Tracking) challenges
• OpenCV also have vision challenge in tracking
• Online Object Tracking: A Benchmark and Visual Tracker Benchmark and Visual Tracker Benchmark.
• Multiple Object Tracking Benchmark

By looking to the reference parts for each recent and serious paper, you should have a correct overview on the subject.