Impact of Reduced Precision in the Reliability of Deep Neural Networks for Object Detection.
Fernando Fernandes dos SantosPhilippe O. A. NavauxLuigi CarroPaolo RechPublished in: ETS (2019)
Keyphrases
- object detection
- neural network
- pattern recognition
- face detection
- computer vision
- pedestrian detection
- fuzzy logic
- precision and recall
- artificial neural networks
- feed forward
- scene understanding
- high precision
- highly reliable
- multilayer perceptron
- back propagation
- multi class
- genetic algorithm
- self organizing maps
- real time
- background subtraction
- fault diagnosis
- neural nets
- d objects
- object segmentation
- object class
- object recognition
- human detection
- hopfield neural network
- high recall
- reliability analysis