At-ddpm: Restoring faces degraded by atmospheric turbulence using denoising diffusion probabilistic models
Although many long-range imaging systems are designed to support extended vision
applications, a natural obstacle to their operation is degradation due to atmospheric …
applications, a natural obstacle to their operation is degradation due to atmospheric …
Learning to restore images degraded by atmospheric turbulence using uncertainty
Atmospheric turbulence can significantly degrade the quality of images acquired by long-
range imaging systems by causing spatially and temporally random fluctuations in the index …
range imaging systems by causing spatially and temporally random fluctuations in the index …
CNN-based restoration of a single face image degraded by atmospheric turbulence
Atmospheric turbulence significantly affects imaging systems which use light that has
propagated through long atmospheric paths. Images captured under such condition suffer …
propagated through long atmospheric paths. Images captured under such condition suffer …
Atfacegan: Single face semantic aware image restoration and recognition from atmospheric turbulence
Degradation due to atmospheric turbulence is common while capturing images at long
ranges. To mitigate the degradation due to turbulence which includes deformation and blur …
ranges. To mitigate the degradation due to turbulence which includes deformation and blur …
Three-dimensional fractional total variation regularized tensor optimized model for image deblurring
Image deblurring is an important pre-processing step in image analysis. The research for
efficient image deblurring methods is still a great challenge. Most of the currently used …
efficient image deblurring methods is still a great challenge. Most of the currently used …
Restoration of atmospheric turbulence-distorted images via RPCA and quasiconformal maps
We address the problem of restoring a high-quality image from an observed image
sequence strongly distorted by atmospheric turbulence. A novel algorithm is proposed in this …
sequence strongly distorted by atmospheric turbulence. A novel algorithm is proposed in this …
Atfacegan: Single face image restoration and recognition from atmospheric turbulence
Image degradation due to atmospheric turbulence is common while capturing images at
long ranges. To mitigate the degradation due to turbulence which includes deformation and …
long ranges. To mitigate the degradation due to turbulence which includes deformation and …
Confidence guided network for atmospheric turbulence mitigation
Atmospheric turbulence can adversely affect the quality of images or videos captured by
long range imaging systems. Turbulence causes both geometric and blur distortions in …
long range imaging systems. Turbulence causes both geometric and blur distortions in …
Atdetect: Face detection and keypoint extraction at range and altitude
Face detection and alignment are the crucial preprocessing steps in face recognition. While
face detection works well in ideal situations, the performance deteriorates significantly when …
face detection works well in ideal situations, the performance deteriorates significantly when …
Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence
Tackling image degradation due to atmospheric turbulence particularly in dynamic
environments remains a challenge for long-range imaging systems. Existing techniques …
environments remains a challenge for long-range imaging systems. Existing techniques …