Power and Latency Collaborative Optimizations of Object Detection CNN on Edge Devices Under Limited Energy Budget.
Zhiyi HuangZebin WuJunlong ZhouJin SunPublished in: CBD (2023)
Keyphrases
- battery life
- power consumption
- object detection
- mobile applications
- mobile devices
- battery powered
- energy efficiency
- low power
- power reduction
- face detection
- energy saving
- energy management
- computer vision
- single user
- cellular neural networks
- collaborative learning
- weighted graph
- convolutional neural network
- pedestrian detection
- solar energy
- scene understanding
- multi class
- multiscale
- multi user
- edge information
- computer supported collaborative learning
- embedded systems
- mobile nodes
- low latency
- edge detector
- energy consumption
- edge detection
- response time
- input image
- electrical power
- support vector machine