Foveated image processing for faster object detection and recognition in embedded systems using deep convolutional neural networks.
Uziel Jaramillo-AvilaSean R. AndersonPublished in: CoRR (2019)
Keyphrases
- embedded systems
- object detection and recognition
- convolutional neural networks
- image processing
- real time image processing
- boundary detection
- computer vision
- object detection
- low cost
- computing power
- object recognition
- signal processing
- object class
- hardware software
- resource limited
- object categories
- field programmable gate array
- embedded devices
- embedded software
- image segmentation
- software systems
- recognizing objects
- multiscale
- image processing algorithms
- denoising
- face recognition
- small number
- range images
- real time