An Improved Mean Shift Algorithm Based Tracking System for Soccer Game Analysis

作者: Cheng-Shian Lin , Tsung-Kang Chiang , Jin-Jang Leou

DOI:

关键词: Computer scienceDiscriminative modelSelection (genetic algorithm)Tracking systemWindow (computing)Object (computer science)Computer visionArtificial intelligenceTracking (particle physics)SimulationPrecision and recallMean-shift

摘要: In this study, an improved mean shift algorithm based tracking system with motion prediction and object window enlarging for soccer game analysis is proposed. The objective of the proposed to track players (moving objects) efficiently accurately. Discriminative color selection modeling employed, occlusions are well handled, incoming outgoing detected handled in system. Based on experimental results obtained as recall precision rates better than those three comparison systems.

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