Object Tracking

7.

Evaluation of Tracking Performance

7.1.

Datasets and Benchmarks

7.1.1.

Object Tracking Benchmark

7.1.1.1.

Dataset Characteristics

7.1.1.2.

Evaluation Protocols

7.1.2.

Visual Object Tracking Challenge

7.1.2.1.

Challenge Structure

7.1.2.2.

Evaluation Metrics

7.1.3.

7.1.3.1.

7.1.3.2.

7.2.

Metrics for Single Object Tracking

7.2.1.

7.2.1.1.

Intersection over Union

7.2.2.

7.2.2.1.

Center Location Error

7.2.3.

Expected Average Overlap

7.2.3.1.

Temporal Robustness

7.3.

Metrics for Multiple Object Tracking

7.3.1.

Multiple Object Tracking Accuracy

7.3.1.1.

False Positives

7.3.1.2.

False Negatives

7.3.1.3.

7.3.2.

Multiple Object Tracking Precision

7.3.2.1.

Localization Precision

7.3.3.

Identity F1 Score

7.3.3.1.

Identity Preservation

7.3.4.

Mostly Tracked Targets

7.3.5.

Mostly Lost Targets

7.3.6.

Identity Switches

7.3.6.1.

Frequency and Impact

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6. Advanced Topics in Tracking

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8. Applications of Object Tracking