Event Detection in Videos Using Data Mining Techniques

Provided by: Creative Commons
Topic: Big Data
Format: PDF
Event detection is one of the essential tasks by which the performance of video content analysis and access becomes more efficient and effective. In this paper, the rare event detection issue in video event detection is addressed through the proposed data mining framework which can be generalized to be domain independent. The fully automatic process via the combination of distance based and rule-based data mining techniques can greatly reduce the number of negative (non-event) instances and the feature dimension to facilitate the final event detection, without pruning away any positive (event) testing instance along the process.

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