Object Tracking

  1. Evaluation of Tracking Performance
    1. Datasets and Benchmarks
      1. Object Tracking Benchmark
        1. Dataset Characteristics
          1. Evaluation Protocols
          2. Visual Object Tracking Challenge
            1. Challenge Structure
              1. Evaluation Metrics
              2. MOTChallenge
                1. Dataset Splits
                  1. Leaderboards
                2. Metrics for Single Object Tracking
                  1. Success Rate
                    1. Intersection over Union
                    2. Precision
                      1. Center Location Error
                      2. Expected Average Overlap
                        1. Temporal Robustness
                      3. Metrics for Multiple Object Tracking
                        1. Multiple Object Tracking Accuracy
                          1. False Positives
                            1. False Negatives
                              1. ID Switches
                              2. Multiple Object Tracking Precision
                                1. Localization Precision
                                2. Identity F1 Score
                                  1. Identity Preservation
                                  2. Mostly Tracked Targets
                                    1. Mostly Lost Targets
                                      1. Identity Switches
                                        1. Frequency and Impact

                                    Previous

                                    6. Advanced Topics in Tracking

                                    Go to top

                                    Next

                                    8. Applications of Object Tracking