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September 10, 2025Scientific ReportsOpen Access

Infrared image super resolution with structure prior from uncooled infrared readout circuit

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Authors

KCKai CheJLJian LvWJWei Jia

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Overview

This method leverages row-column structures and features extraction in infrared images, suggesting improved resolution.

Key Points

  • EIRSR achieves superior infrared image super-resolution through innovative structure prior techniques.
  • An essential component, the Row-Column Transformer Block, enhances feature extraction in infrared imaging.
  • The incorporation of a U-shape Spatial Channel Attention Block significantly improves local feature extraction.
  • Extensive experiments validate that EIRSR maintains competitive performance while optimizing parameter efficiency.

Cite This Study

Che et al. (2025) studied this question.

synapsesocial.com/papers/68c1d02354b1d3bfb60f6580https://doi.org/10.1038/s41598-025-16698-8
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