This is the initial release of the `TrueColorHSI` package, designed to improve the visualization of hyperspectral images. Unlike traditional methods that often use only a few spectral bands, resulting in distorted or incomplete representations, TrueColorHSI leverages colorimetric science, standard illuminants, and standard observers to generate vivid and accurate color images from the entire visible spectrum.
Key Features:
- **True Color Visualization**: Integrates the full visible spectrum, creating more natural and accurate color representations of hyperspectral data.
- **Colorimetric Science**: Uses scientifically validated methods to replicate how the human eye perceives color, making the images more intuitive.
- **Standard Illuminants & Observers**: Applies standard illuminants and observers to ensure that images reflect real-world viewing conditions.
- **Improved Data Interpretation**: Provides clearer, more understandable visualizations that make exploring hyperspectral data easier.
Installation:
You can install `TrueColorHSI` via `pip`:
bash
pip install TrueColorHSI
Usage:
python
from truecolorhsi.visualization import vanilla_visualization, colorimetric_visualization
hsi_header_file = "path/to/the/header/file"
vanilla_display_images = vanilla_visualization(header_file)
colorimetric_display_images = colorimetric_visualization(header_file, visualize=True, saveimages=True)
Notes:
- This is the first official release, featuring the foundational tools for accurate hyperspectral image visualization.
- The package provides methods that help translate complex hyperspectral data into intuitive, true-to-life images that are easier to interpret and analyze.