MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction.
Ayush TewariMichael ZollhöferHyeongwoo KimPablo GarridoFlorian BernardPatrick PérezChristian TheobaltPublished in: ICCV (2017)
Keyphrases
- restricted boltzmann machine
- deep belief networks
- deep learning
- deep architectures
- unsupervised learning
- learning algorithm
- unsupervised feature learning
- semi supervised
- image sequences
- fully unsupervised
- conditional random fields
- data driven
- image reconstruction
- weakly supervised
- supervised learning
- face images
- three dimensional
- pose estimation
- facial features
- probabilistic graphical models
- reconstruction method
- human faces
- high resolution
- mental models
- stereo camera
- hidden markov models
- stereo vision
- artificial neural networks
- feature extraction
- discrete tomography
- hierarchical models
- generative model
- image classification
- machine learning