Real-time video event detection in crowded scenes using MPEG derived features: A multiple instance learning approach ?
Investigate multiple instance learning and motion features for event detection. A novel trajectory feature descriptor from the MPEG domain is proposed. A novel multiple instance learning approach using sparse approximation is proposed. Real time performance is achieved.
event detection crowded scene multiple instance learning mpeg domain sparse approximation random matrix