MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction.
Ayush TewariMichael ZollhöferHyeongwoo KimPablo GarridoFlorian BernardPatrick PérezChristian TheobaltPublished in: CoRR (2017)
Keyphrases
- restricted boltzmann machine
- deep belief networks
- deep learning
- deep architectures
- unsupervised learning
- semi supervised
- unsupervised feature learning
- image reconstruction
- data driven
- three dimensional
- fully unsupervised
- facial expressions
- conditional random fields
- probabilistic graphical models
- image sequences
- pose estimation
- facial images
- learning algorithm
- weakly supervised
- mental models
- sparse coding
- face images
- reconstruction method
- human faces
- supervised learning
- high resolution
- machine learning
- recognition algorithm
- reconstruction process
- multi view
- discrete tomography