Foveated Image Processing for Faster Object Detection and Recognition in Embedded Systems Using Deep Convolutional Neural Networks.
Uziel Jaramillo-AvilaSean R. AndersonPublished in: Living Machines (2019)
Keyphrases
- embedded systems
- object detection and recognition
- convolutional neural networks
- image processing
- real time image processing
- computer vision
- boundary detection
- object detection
- object recognition
- embedded software
- computing power
- low cost
- embedded devices
- object class
- object categories
- hardware software
- resource limited
- software systems
- image segmentation
- signal processing
- image processing algorithms
- denoising
- field programmable gate array
- feature extraction
- high resolution
- recognizing objects
- learning algorithm
- real time
- ground truth
- machine learning