Clicks2Line: Using Lines for Interactive Image Segmentation

arXiv:2404.18461v1 Announce Type: new
Abstract: For click-based interactive segmentation methods, reducing the number of clicks required to obtain a desired segmentation result is essential. Although recent click-based methods yield decent segmentation results, we observe that substantial amount of clicks are required to segment elongated regions. To reduce the amount of user-effort required, we propose using lines instead of clicks for such cases. In this paper, an interactive segmentation algorithm which adaptively adopts either clicks or lines as input is proposed. …

abstract arxiv click cs.cv image interactive observe reduce results segment segmentation type