Latency and throughput characterization of convolutional neural networks for mobile computer vision.
Jussi HanhirovaTeemu KämäräinenSipi SeppäläMatti SiekkinenVesa HirvisaloAntti Ylä-JääskiPublished in: MMSys (2018)
Keyphrases
- convolutional neural networks
- computer vision
- low latency
- response time
- convolutional network
- pattern recognition
- resource utilization
- mobile devices
- object recognition
- computer graphics
- mobile phone
- vision system
- mobile networks
- mobile learning
- image sequences
- object detection
- image analysis
- mobile computing
- mobile users
- wireless broadcast
- smart phones
- mobile applications
- image understanding
- camera calibration
- signal processing
- computing environments
- end to end
- high speed
- multiresolution
- congestion control
- face recognition
- image segmentation
- image processing