InfoNorm: Mutual Information Shaping of Normals for Sparse-View Reconstruction.
Xulong WangSiyan DongYouyi ZhengYanchao YangPublished in: CoRR (2024)
Keyphrases
- mutual information
- compressed sensing
- compressive sensing
- information theoretic
- image registration
- signal reconstruction
- feature selection
- similarity measure
- image reconstruction
- sparse representation
- medical image registration
- high resolution
- sparse reconstruction
- information theoretic measures
- sparsity constraints
- multimodal image registration
- discrete tomography
- neural network
- kullback leibler divergence
- mutual information maximization
- random projections
- three dimensional
- image analysis
- surface normals
- reconstruction error
- sparse matrix
- image processing
- conditional mutual information
- multiple views
- surface reconstruction
- information gain
- sparse coding
- uncalibrated cameras
- normalized mutual information
- shape from shading
- viewpoint
- high dimensional
- shape recovery
- sparse data
- reconstruction method