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Research on Varitional Pan-Sharpening Model with Adaptive Regex Coefficients

  • Yao Li
  • , Tianyou Ma*
  • , Zhichang Guo
  • *Corresponding author for this work
  • Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Pansharpening enhances the resolution of multispectral images by fusing them with higher-resolution panchromatic images, improving spatial resolution while retaining spectral information. This technique is valuable for visual interpretation and advanced processing. Recent advancements focus on enhancing spatial resolution through variational optimization, which transforms image fusion into an extremum problem. This paper introduces non-negative adaptive mixing coefficients to the pansharpening variational model by Fang et al., aiming to better align gradient curves of panchromatic and multispectral images, enhancing spatial information extraction while maintaining spectral quality. The proposed model’s efficacy is verified through numerical experiments on Quickbird and GaoFen images, demonstrating superior spatial quality compared to traditional methods.

Original languageEnglish
Title of host publicationProceedings of the 8th International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’24)
EditorsSergey Kovalev, Andrey Sukhanov, Igor Kotenko, Yin Li, Yao Li
PublisherSpringer Science and Business Media Deutschland GmbH
Pages321-330
Number of pages10
ISBN (Print)9783031774102
DOIs
StatePublished - 2024
Event8th International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2024 - Harbin, China
Duration: 1 Nov 20247 Nov 2024

Publication series

NameLecture Notes in Networks and Systems
Volume1210 LNNS
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Conference

Conference8th International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2024
Country/TerritoryChina
CityHarbin
Period1/11/247/11/24

Keywords

  • Adaptive coefficients
  • Energy functionals
  • Pansharpening

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