compressive-sampling

There are 0 repository under compressive-sampling topic.

Guaishou74851 / IDM
(TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]
algorithm-unrolling compressed-sensing compressive-sampling compressive-sensing computational-imaging computer-vision deep-learning deep-neural-networks deep-unfolding deep-unfolding-model deep-unrolling diffusion-models image-reconstruction image-restoration invertible-neural-networks python pytorch single-pixel-imaging
Language:Python 162
Guaishou74851 / PCNet
(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]
algorithm-unrolling compressed-sensing compressive-sampling compressive-sensing computational-imaging computer-vision deep-learning deep-neural-networks deep-unfolding image-reconstruction image-restoration python pytorch sampling-matrix single-pixel-imaging structural-reparameterization
Language:Python 108
Guaishou74851 / SCNet
(IJCV 2024) Self-Supervised Scalable Deep Compressed Sensing [PyTorch]
compressed-sensing compressive-sampling compressive-sensing convolutional-neural-networks deep-learning deep-neural-networks deep-unfolding deep-unfolding-model deep-unrolling image-reconstruction inverse-imaging-problems self-supervised-learning
Language:Python 77
Guaishou74851 / DCCM
(Nature Communications Engineering 2024) Compressive Confocal Microscopy Imaging at the Single-Photon Level with Ultra-Low Sampling Ratios [PyTorch]
compressed-sensing compressive-sampling compressive-sensing computer-vision deep-neural-networks deep-unfolding deep-unrolling image-reconstruction
Language:Python 25