2022-11-25 13:34:00

Researchers from Gwangju Institute of Science and Technology Develop an Intelligent Observer for Esports

Logo Benzinga
Benzinga
By Pr Newswire

It utilizes an object detection algorithm that learns human spectating data to find engaging viewports

GWANGJU, South Korea, Nov. 25, 2022 /PRNewswire/ -- Human game observers are a vital part of the Esports industry. They use extensive domain knowledge to decide what to show to the spectators. However, they may miss important events, necessitating the need for automatic observers. Researchers from South Korea have recently proposed a framework that utilizes an object detection method, Mask R-CNN, and human observational data to find the 'Region of Common Interest' in StarCrafta real-time strategy game.

Esports, already a billion-dollar industry, is growing, partly because of human game observers. They control the camera movement and show spectators the most engaging portions of the game screen. However, these observers might miss significant events occurring concurrently across multiple screens. They are also difficult to afford in small tournaments. Consequently, the demand for automatic observers has grown. Artificial observing methods can either be rule-based or learning-based. Both of them predefine events and their importance, necessitating extensive domain knowledge. Moreover, they cannot capture undefined events or discern changes in the significance of the events.

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