Computation of 2D Continuous Geometric Moments Through Inclusion–Exclusion

Abstract We propose a method for computing continuous (exact) geometric moments on 2D binary images, based on a decomposition into overlapping rectangles and on the inclusion–exclusion principle. The approach assumes that the input is given as a chain code describing the contour of the represented object (black pixels) and reduces the number of pixels where calculations are to be performed, especially when the contours have long axis-parallel sides.

Authors

Institutions

Publication Details

Journal
Journal of Mathematical Imaging and Vision
Published
2024-09-23
DOI
https://doi.org/10.1007/s10851-024-01212-y
Primary Topic
Digital Image Processing Techniques
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Computation of 2D Continuous Geometric Moments Through Inclusion–Exclusion

Paola Magillo, Lidija Čomić
Journal of Mathematical Imaging and Vision
Digital Image Processing Techniques
article

Computation of 2D Continuous Geometric Moments Through Inclusion–Exclusion

Paola Magillo, Lidija Čomić
article en

Abstract

Abstract We propose a method for computing continuous (exact) geometric moments on 2D binary images, based on a decomposition into overlapping rectangles and on the inclusion–exclusion principle. The approach assumes that the input is given as a chain code describing the contour of the represented object (black pixels) and reduces the number of pixels where calculations are to be performed, especially when the contours have long axis-parallel sides.

Journal of Mathematical Imaging and VisionVol. 66(6)
University of Novi Sad (RS), University of Genoa (IT)
Università degli Studi di Genova, Science Fund of the Republic of Serbia
Openalex Percentile: Top 85%
Digital Image Processing Techniques
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.