What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?
Marc TantiAlbert GattKenneth P. CamilleriPublished in: CoRR (2017)
Keyphrases
- recurrent neural networks
- image data
- feed forward
- input image
- echo state networks
- recurrent networks
- image features
- neural network
- complex valued
- image classification
- long short term memory
- reservoir computing
- multiscale
- image retrieval
- single image
- image content
- feedforward neural networks
- image analysis
- image representation
- artificial neural networks
- neural model
- low level
- hidden layer
- bounding box
- high resolution
- visual features
- caption text
- gaussian processes
- bayesian framework
- static images
- test images
- image regions
- segmentation algorithm
- neural models
- nonlinear dynamic systems
- cascade correlation
- edge detection
- real time