Improving the Energy Efficiency and Robustness of tinyML Computer Vision using Log-Gradient Input Images.
Qianyun LuBoris MurmannPublished in: CoRR (2022)
Keyphrases
- input image
- energy efficiency
- computer vision
- energy consumption
- power consumption
- wireless sensor networks
- image gradient
- data center
- sensor networks
- energy efficient
- response time
- routing protocol
- smart home
- power saving
- energy management
- object recognition
- power management
- energy saving
- image pairs
- input data
- depth map
- image structure
- sensor nodes
- energy conservation
- wireless sensor
- object detection
- image processing
- pose estimation
- computer vision algorithms
- image sequences
- image segmentation
- camera calibration
- structure from motion
- base station
- cost effective
- optical flow
- database systems
- artificial intelligence