DP

1. Evaluation

1.1. Datasets

1.1.1. SoccerNet

1.1.1.1. YOLO

1.1.2. SoccerTrack

1.1.3. TrnavaZilina

1.1.4. DFL

1.2. Method

1.2.1. TVCalib

1.2.1.1. CameraCalibration

1.2.2. IoU

1.3. Results

1.3.1. Full Match

1.3.2. Selected Clips

2. Conclusion

2.1. Future Work

3. Introduction

3.1. Sports Video Analysis

3.1.1. Scouting

4. Related work

4.1. Commercial

4.2. Academic

5. Pipeline

5.1. Overview

5.2. Virtual Camera

5.2.1. Gnomonic projection

5.2.2. PID

5.2.3. Rotation correction

5.3. Detection

5.3.1. Frame splitting

5.3.2. YOLO

5.3.2.1. Training

5.3.2.1.1. SoccerNet

5.4. Cameraman Algorithm

5.4.1. Filters

5.4.1.1. Kalman Filter (PF)

5.4.1.2. Particle Filter (PF)

5.4.2. Move to players center

5.4.3. Players vector

5.4.4. Zoom

5.4.4.1. Bounding box

5.4.4.2. PF variance

5.5. Top-Down

5.5.1. Pitch homography

5.5.2. Frame warping