Latency and Throughput Characterization of Convolutional Neural Networks for Mobile Computer Vision.
Jussi HanhirovaTeemu KämäräinenSipi SeppäläMatti SiekkinenVesa HirvisaloAntti Ylä-JääskiPublished in: CoRR (2018)
Keyphrases
- convolutional neural networks
- computer vision
- low latency
- response time
- convolutional network
- resource utilization
- image processing
- mobile devices
- mobile phone
- object detection
- computer graphics
- prefetching
- image sequences
- object recognition
- image understanding
- image registration
- image analysis
- computer vision algorithms
- machine learning
- optical flow
- face recognition
- network congestion
- pattern recognition
- mobile users
- camera calibration
- mobile learning
- multiresolution
- high speed
- load balancing
- mobile environments
- wireless broadcast
- clock frequency
- signal processing
- multiscale
- vision system
- context aware
- mobile networks
- mobile computing
- pose estimation
- quality of service
- mobile applications
- image matching