Cameras capture sensor RAW images and transform them into pleasant RGB images,
suitable for the human eyes, using their integrated Image Signal Processor (ISP). Numerous …

This paper introduces the methods and the results of AIM 2022 challenge on Instagram Filter
Removal. Social media filters transform the images by consecutive non-linear operations …

Image restoration is an important and challenging task in computer vision. Reverting a
filtered image to its original image is helpful in various computer vision tasks. We employ a …

RAW image datasets are more suitable than the standard RGB image datasets for the ill-
posed inverse problems in low-level vision, but not common in the literature. There are also …

Social media filters cause various manipulations in the original image. While these
manipulations make the images visibly pleasant, they can affect their authenticity and the …

Social media images are often added filters for aesthetic and other reasons. However, these
filters can cause information perturbation and color imbalance in pixels. This can make it …

The filter removal task is important because filtered images risks degrading the performance
of the computer vision model. We propose a two-branch model which performs filter removal …