Image destriping is the process of removing stripes or streaks from images and videos without disrupting the original image/video. These artifacts plague a range of fields in scientific imaging including atomic force microscopy, [2] light sheet fluorescence microscopy, [3] and planetary satellite imaging. [4]
The most common image processing techniques to reduce stripe artifacts is with Fourier filtering. [5] Unfortunately, filtering methods risk altering or suppressing useful image data. Methods developed for multiple-sensor imaging systems in planetary satellites use statistical-based methods to match signal distribution across multiple sensors. [6] More recently, a new class of approaches leverage compressed sensing, to regularize an optimization problem, and recover stripe free images. [7] [1] [8] In many cases, these destriped images have little to no artifacts, even at low signal to noise ratios. [1]
Image destriping is the process of removing stripes or streaks from images and videos without disrupting the original image/video. These artifacts plague a range of fields in scientific imaging including atomic force microscopy, [2] light sheet fluorescence microscopy, [3] and planetary satellite imaging. [4]
The most common image processing techniques to reduce stripe artifacts is with Fourier filtering. [5] Unfortunately, filtering methods risk altering or suppressing useful image data. Methods developed for multiple-sensor imaging systems in planetary satellites use statistical-based methods to match signal distribution across multiple sensors. [6] More recently, a new class of approaches leverage compressed sensing, to regularize an optimization problem, and recover stripe free images. [7] [1] [8] In many cases, these destriped images have little to no artifacts, even at low signal to noise ratios. [1]