Equivariant Imaging for Self-supervised Hyperspectral Image Inpainting

arXiv:2404.13159v1 Announce Type: cross
Abstract: Hyperspectral imaging (HSI) is a key technology for earth observation, surveillance, medical imaging and diagnostics, astronomy and space exploration. The conventional technology for HSI in remote sensing applications is based on the push-broom scanning approach in which the camera records the spectral image of a stripe of the scene at a time, while the image is generated by the aggregation of measurements through time. In real-world airborne and spaceborne HSI instruments, some empty stripes would …

abstract applications arxiv astronomy cs.cv cs.lg diagnostics earth earth observation eess.iv exploration image imaging inpainting key medical medical imaging observation records sensing space stripe surveillance technology type