Sangeetha et al. (2025) Correction: A new band selection approach integrated with physical reflectance autoencoders and albedo recovery for hyperspectral image classification

Identification

• Journal: Scientific Reports
• Year: 2025
• Date: 2025-12-11
• Authors: V. Sangeetha, L. Agilandeeswari
• DOI: 10.1038/s41598-025-31906-1

Research Groups

Not available in the provided correction notice. (Authors: V. Sangeetha & L. Agilandeeswari)

Short Summary

This correction notice addresses revisions to the descriptions of Figures 5 and 7 in the original article, clarifying the specific agricultural classes highlighted in qualitative results for hyperspectral image classification.

Objective

• The original paper aimed to develop a new band selection approach integrated with physical reflectance autoencoders and albedo recovery for hyperspectral image classification. (Inferred from the title of the original article mentioned in the correction notice)

Study Configuration

• Spatial Scale: Not available in the provided correction notice.
• Temporal Scale: Not available in the provided correction notice.

Methodology and Data

• Models used: Physical reflectance autoencoders, band selection approach. (Inferred from the title of the original article mentioned in the correction notice)
• Data sources: Hyperspectral images (implied by "hyperspectral image classification"). Specific sources not available in the provided correction notice.

Main Results

The correction notice itself does not present results but clarifies the description of qualitative results in Figure 5 (highlighting Grass-pasture, Soybean-notill, and Soybean-mintill classes) and Figure 7 (highlighting Grapesuntrained and Cornsenescedgreenweeds classes) and their corresponding quantitative results in Tables 4 and 6, respectively. Specific quantitative results are not provided in this correction.

Contributions

Not available in the provided correction notice.

Funding

Not available in the provided correction notice.

Citation

@article{Sangeetha2025Correction,
  author = {Sangeetha, V. and Agilandeeswari, L.},
  title = {Correction: A new band selection approach integrated with physical reflectance autoencoders and albedo recovery for hyperspectral image classification},
  journal = {Scientific Reports},
  year = {2025},
  doi = {10.1038/s41598-025-31906-1},
  url = {https://doi.org/10.1038/s41598-025-31906-1}
}