Unsupervised deep learning for real-time assessment of video streaming services.
Maria Torres VegaDecebal Constantin MocanuAntonio LiottaPublished in: Multim. Tools Appl. (2017)
Keyphrases
- deep learning
- real time
- streaming services
- unsupervised learning
- deep architectures
- weakly supervised
- live video
- multimedia
- machine learning
- video streaming
- video on demand
- video data
- mental models
- semi supervised
- video streams
- supervised learning
- computer vision
- video content
- network conditions
- peer to peer
- multiscale
- video sequences
- video frames
- quality of service
- object detectors
- image data
- probabilistic model
- quality assessment
- video clips
- model selection