Pixel error as a function of S/N. Mean results from ten random samples of 100 galaxy images with standard deviation error bars (top-left panel). Mean results from ten random samples of 1000 galaxy images with standard deviation error bars (top-right panel). Results for all 10 000 galaxy images (bottom). Solid blue lines indicate results obtained using sparse regularisation and dashed purple lines indicate results obtained using the low-rank approximation.