Event detection in spatiotemporal soccer data using neural networks

• Main Author: Wilbert
• Other Authors: Cheng Long
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/148013
• Institution: Nanyang Technological University

In the world of professional soccer, data analytics of individual player and team performance are important for the success of a team. These performance analyses are based on positional data and sequence of events occurring in the match (e.g. kick, pass, shot). The positional data of the ball and pl...