SimpSON: Simplifying Photo Cleanup with Single-Click Distracting Object Segmentation Network

Figure 1 . We present a pipeline that enables the automatic segmentation of distractors in photos using a single click. With just one click, our pipeline can detect and mask the distracting object in the photo and identify other similar objects that may also be causing distraction. We can then use popular photo editing tools such as Adobe Photoshop's 'Content-Aware Fill' to remove the visual distractions seamlessly. Each triad shows the input images with a click, segmentation results, and photo editing performance.