LLRFaceFormer: Lightweight Face Transformer for Real-World Low-Resolution Recognition.
Yaozhe SongChaoyi WangHongying TangSongrui HanMingchi LiGuanjun TongPublished in: IEEE Internet Things J. (2024)
Keyphrases
- lightweight
- low resolution
- face images
- high resolution
- super resolution
- recognition algorithm
- low resolution images
- face hallucination
- recognition rate
- face recognition systems
- face recognition algorithms
- feature extraction
- face recognition
- human faces
- object recognition
- low resolution face images
- frontal face
- high quality
- image super resolution
- facial expressions
- active appearance models
- principal component analysis
- high resolution images
- super resolution reconstruction
- higher resolution
- facial features
- lower resolution
- image patches
- wireless sensor networks
- super resolved
- resolution enhancement
- data sets
- face identification
- image reconstruction
- feature vectors
- gait recognition
- depth images
- depth map
- multiresolution
- high resolution face images
- probe image
- low quality images
- morphable face model
- facial expression recognition
- image matching
- video sequences
- computer vision