Comparing deep neural networks against humans: object recognition when the signal gets weaker.
Robert GeirhosDavid H. J. JanssenHeiko H. SchüttJonas RauberMatthias BethgeFelix A. WichmannPublished in: CoRR (2017)
Keyphrases
- object recognition
- neural network
- pattern recognition
- artificial neural networks
- signal processing
- machine vision systems
- computer vision
- d objects
- real world
- multi layer
- feed forward
- high frequency
- non stationary
- genetic algorithm
- constrained search
- fault diagnosis
- wavelet analysis
- neural network model
- fuzzy logic
- natural images
- object class
- back propagation
- frequency domain
- scene classification
- neural nets
- multilayer perceptron
- visual object recognition
- artificial intelligence
- human subjects
- recurrent neural networks
- image understanding
- object detection
- image compression
- image representation