This lecture overviews Soccer Video Analysis that has many applications in Human-centered Computing, Image and Video Analysis and Sports Analytics/coaching. It covers the following topics in detail: Playfield Detection. Ball Detection and Tracking. Player Detection and Tracking. Referee Assistance. Tactics Analysis.