Fuzzy Contour Trees: Alignment and Joint Layout of Multiple Contour Trees. (18th July 2020)

• Record Type: Journal Article
• Authors: Lohfink, Anna‐Pia; Wetzels, Florian; Lukasczyk, Jonas; Weber, Gunther H.; Garth, Christoph
• Is Part Of: Computer graphics forum. Volume 39:Number 3(2020)
• Page Start: 343
• Page End: 355
• Publication Date: 2020-07-18
• Subjects: Computer graphics -- Periodicals; 006.605
• DOI: 10.1111/cgf.13985
• Languages: English
• ISSNs: 0167-7055

Abstract

Abstract: We describe a novel technique for the simultaneous visualization of multiple scalar fields, e.g. representing the members of an ensemble, based on their contour trees. Using tree alignments, a graph‐theoretic concept similar to edit distance mappings, we identify commonalities across multiple contour trees and leverage these to obtain a layout that can represent all trees simultaneously in an easy‐to‐interpret, minimally‐cluttered manner. We describe a heuristic algorithm to compute tree alignments for a given similarity metric, and give an algorithm to compute a joint layout of the resulting aligned contour trees. We apply our approach to the visualization of scalar field ensembles, discuss basic visualization and interaction possibilities, and demonstrate results on several analytic and real‐world examples.