Interactive image manipulation using morphological trees and spline-based skeletons. (November 2022)

• Record Type: Journal Article
• Authors: Wang, Jieying; Silva, Dennis J.; Kosinka, Jiří; Telea, Alexandru; Hashimoto, Ronaldo F.; Roerdink, Jos B.T.M.
• Is Part Of: Computers & graphics. Volume 108(2022)
• Page Start: 61
• Page End: 73
• Publication Date: 2022-11
• Subjects: Image manipulation -- Image skeleton -- Morphological tree; Computer graphics -- Periodicals; 006.6
• DOI: 10.1016/j.cag.2022.09.002
• Languages: English
• ISSNs: 0097-8493

Abstract

Abstract: The ability to edit an image using intuitive commands and primitives is a desired feature for any image editing software. In this paper, we combine recent results in medial axes with the well-established morphological tree representations to develop an interactive image editing tool that provides global and local image manipulation using high-level primitives. We propose a new way to render interactive morphological trees using icicle plots and introduce different ways of manipulating spline-based medial axis transforms for grayscale and colored image editing. Different applications of the tool, such as watermark removal, image deformation, dataset augmentation for machine learning, artistic illumination manipulation, image rearrangement, and clothing design, are described and showcased on examples. Graphical abstract: Highlights: A tool using spline-based medial axis transforms for image editing. A new way to render interactive morphological trees using icicle plots. Watermark removal and image deformation applications. Dataset augmentation and image rearrangement applications.