WingAnalogy: a computer vision-based tool for automated insect wing asymmetry and morphometry analysis

WingAnalogy is a computer tool for automated insect wing morphology and asymmetry analysis. It facilitates project management, enabling users to import pairs of wing images obtained from individual insects, such as left and right, fore- and hindwings. WingAnalogy employs image processing and computer vision to segment wing structures and extract cell boundaries, and junctions. It quantifies essential metrics encompassing cell and wing characteristics, including area, length, width, circularity, and centroid positions. It enables users to scale and superimpose wing images utilizing Particle Swarm Optimization (PSO). WingAnalogy computes regression, Normalized Root Mean Square Error (NRMSE), various cell-based parameters, and distances between cell centroids and junctions. The software generates informative visualizations, aiding researchers in comprehending and interpreting asymmetry patterns. WingAnalogy allows for dividing wings into up to five distinct wing cell sets, facilitating localized comparisons. The software excels in report generation, providing detailed asymmetry measurements in PDF, CSV, and TXT formats.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2024-09-27
DOI
https://doi.org/10.1038/s41598-024-73411-x
Citations
3
Primary Topic
Morphological variations and asymmetry
Type
article
Field-Weighted Citation Impact
3.04

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

WingAnalogy: a computer vision-based tool for automated insect wing asymmetry and morphometry analysis

Hamed Rajabi, Shahab Eshghi, Thies H. Büscher, Natalia A. Matushkina et al.
3 citations
Scientific Reports
Morphological variations and asymmetry
3.04
article

WingAnalogy: a computer vision-based tool for automated insect wing asymmetry and morphometry analysis

Hamed Rajabi, Shahab Eshghi, Thies H. Büscher, Natalia A. Matushkina, Stanislav N. Gorb, Lisa Claußen, Johannes Poser
article en
3 citations

Abstract

WingAnalogy is a computer tool for automated insect wing morphology and asymmetry analysis. It facilitates project management, enabling users to import pairs of wing images obtained from individual insects, such as left and right, fore- and hindwings. WingAnalogy employs image processing and computer vision to segment wing structures and extract cell boundaries, and junctions. It quantifies essential metrics encompassing cell and wing characteristics, including area, length, width, circularity, and centroid positions. It enables users to scale and superimpose wing images utilizing Particle Swarm Optimization (PSO). WingAnalogy computes regression, Normalized Root Mean Square Error (NRMSE), various cell-based parameters, and distances between cell centroids and junctions. The software generates informative visualizations, aiding researchers in comprehending and interpreting asymmetry patterns. WingAnalogy allows for dividing wings into up to five distinct wing cell sets, facilitating localized comparisons. The software excels in report generation, providing detailed asymmetry measurements in PDF, CSV, and TXT formats.

Scientific ReportsVol. 14(1)
Taras Shevchenko National University of Kyiv (UA), London South Bank University (GB), Christian-Albrechts-Universität zu Kiel (DE)
Christian-Albrechts-Universität zu Kiel
Openalex Percentile: Top 8%
Morphological variations and asymmetry
3.04
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

WingAnalogy: a computer vision-based tool for automated insect wing asymmetry and morphometry analysis — Hamed Rajabi, Shahab Eshghi, et al. · Scientific Reports (2024) | TGRS Research Map | TGRS