Mobile Accelerator Exploiting Sparsity of Multi-Heads, Lines, and Blocks in Transformers in Computer Vision.
Eunji KwonHaena SongJihye ParkSeokhyeong KangPublished in: DATE (2023)
Keyphrases
- computer vision
- mobile devices
- pattern recognition
- mobile environments
- object detection
- image processing
- object recognition
- parallel implementation
- straight line
- computer graphics
- image segmentation
- image sequences
- computer vision algorithms
- video surveillance
- vision system
- image matching
- mobile phone
- computing environments
- sparse representation
- face detection
- machine learning
- signal processing
- high dimensional
- mobile learning
- image understanding
- motion estimation
- mobile users
- wireless sensor networks
- face recognition
- variable size