Semi-Supervised Learning of Perceptual Video Quality by Generating Consistent Pairwise Pseudo-Ranks.
Shankhanil MitraSaiyam JoganiRajiv SoundararajanPublished in: IEEE Trans. Multim. (2024)
Keyphrases
- semi supervised learning
- video quality
- pairwise
- semi supervised
- perceptual quality
- bit rate
- video coding
- unlabeled data
- bitstream
- quality assessment
- packet loss
- frame rate
- labeled data
- video content
- human visual system
- supervised learning
- video quality assessment
- visual quality
- pairwise constraints
- semi supervised classification
- machine learning
- active learning
- unsupervised learning
- metric learning
- coding scheme
- training data
- co training
- human perception
- image quality
- low level
- image quality assessment
- loss function
- similarity measure
- multi view
- motion estimation
- data analysis
- video data
- image sequences