Low-resolution Convolutional Neural Networks for video face recognition.
Christian HerrmannDieter WillersinnJürgen BeyererPublished in: AVSS (2016)
Keyphrases
- low resolution
- face images
- convolutional neural networks
- face recognition
- low frame rate
- lower resolution
- high resolution
- high resolution video
- super resolution
- higher resolution
- single frame
- low resolution face images
- low resolution images
- highest resolution
- video data
- video sequences
- high quality
- computer vision
- human faces
- image patches
- combining information from multiple
- high resolution images
- principal component analysis
- facial expressions
- video frames
- recognition rate
- sparse representation
- face hallucination
- resolution enhancement
- super resolution reconstruction
- gait recognition
- image super resolution
- super resolved
- probe image
- space time
- face detection
- local binary pattern
- object detection
- high frame rate
- remote sensing
- super resolution algorithm
- depth video
- spatial resolution
- motion estimation
- image reconstruction