A 1.9nJ/pixel embedded deep neural network processor for high speed visual attention in a mobile vision recognition SoC.
Injoon HongSeongwook ParkJunyoung ParkHoi-Jun YooPublished in: A-SSCC (2015)
Keyphrases
- visual attention
- high speed
- visual perception
- low power
- neural network
- vision system
- visual processing
- machine vision systems
- visual search
- eye movements
- saliency map
- visual field
- eye tracking
- focus of attention
- embedded systems
- real time
- natural scenes
- visual scene
- higher level
- computer vision
- object recognition
- visual attention model
- attention mechanism
- feature extraction
- artificial neural networks
- visual saliency
- visual input
- biological vision systems
- back propagation
- visual saliency detection
- image processing
- human vision
- salient regions
- image classification
- visual motion
- input image
- feed forward
- object based visual attention