Compressed Sensing Verses Auto-Encoder: On the Perspective of Signal Compression and Restoration.
Jin-Young JeongMustafa ÖzgerWoong-Hee LeePublished in: IEEE Access (2024)
Keyphrases
- compressed sensing
- compressive sampling
- nonlinear filtering
- signal processing
- image reconstruction
- signal recovery
- random projections
- compressive sensing
- image restoration
- sparse representation
- natural images
- rate distortion
- image compression
- bit rate
- image processing
- wavelet transform
- orthogonal matching pursuit
- high frequency
- frequency domain
- motion estimation
- computer vision
- super resolution
- object recognition