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Interactive image manipulation using morphological trees and spline-based skeletons.

Authors :
Wang, Jieying
Silva, Dennis J.
Kosinka, Jiří
Telea, Alexandru
Hashimoto, Ronaldo F.
Roerdink, Jos B.T.M.
Source :
Computers & Graphics. Nov2022, Vol. 108, p61-73. 13p.
Publication Year :
2022

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. [Display omitted] • 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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00978493
Volume :
108
Database :
Academic Search Index
Journal :
Computers & Graphics
Publication Type :
Academic Journal
Accession number :
161014895
Full Text :
https://doi.org/10.1016/j.cag.2022.09.002