Super Resolution for Multi-Sources Image Stream Data Using Smooth and Sparse Tensor Completion and Its Applications in Data Acquisition of Additive Manufacturing.
Bo ShenRongxuan WangAndrew Chung Chee LawRakesh KamathHahn ChooZhenyu (James) KongPublished in: Technometrics (2022)
Keyphrases
- super resolution
- data acquisition
- high resolution
- low resolution images
- low resolution
- super resolved
- high resolution images
- higher resolution
- super resolution reconstruction
- resolution enhancement
- multi frame
- super resolution algorithm
- stream data
- image super resolution
- input image
- degraded images
- image reconstruction
- monitoring system
- motion estimation
- high quality
- low cost
- image patches
- data collection
- sliding window
- depth map
- image restoration
- remote sensing
- data processing
- image classification
- data analysis
- high resolution face images
- data sets
- image synthesis
- reconstruction method
- historical data
- sparse representation
- image analysis
- high dimensional
- databases
- smoothness constraint
- concept drift
- dimensionality reduction
- face images
- computer vision