Accelerate Inference of CNNs for Video Analysis While Preserving Exactness Exploiting Activation Sparsity.
Toshiaki WakatsukiSekitoshi KanaiYasuhiro FujiwaraPublished in: MLSys (2021)
Keyphrases
- video analysis
- video data
- video processing
- event detection
- video segmentation
- video analytics
- video content analysis
- video indexing
- event recognition
- object detection and tracking
- cellular neural networks
- shot boundary detection
- video annotation
- image analysis and pattern recognition
- sports video
- compressed domain
- semantic concepts
- video streams
- video content
- soccer video
- video indexing and retrieval
- video database
- temporal segmentation
- visual features
- video sequences
- face recognition
- multimedia