Translating Videos to Natural Language Using Deep Recurrent Neural Networks.
Subhashini VenugopalanHuijuan XuJeff DonahueMarcus RohrbachRaymond J. MooneyKate SaenkoPublished in: CoRR (2014)
Keyphrases
- recurrent neural networks
- natural language
- neural network
- complex valued
- feed forward
- video sequences
- natural language descriptions
- echo state networks
- recurrent networks
- feedforward neural networks
- reservoir computing
- knowledge representation
- long short term memory
- semantic analysis
- question answering
- video content
- video frames
- video data
- video analysis
- natural language interface
- neural model
- cascade correlation
- artificial neural networks
- natural language processing
- machine learning
- video surveillance
- nonlinear dynamic systems
- semantic interpretation
- human activities
- key frames
- hebbian learning
- knowledge base
- real time
- information extraction
- natural language generation
- back propagation
- video clips
- human actions