FX Fusion - Hyperspectral Image Fusion for VNIR and NIR Hyperspectral Cameras

FX Fusion is a hyperspectral data fusion system that combines the data from a VNIR and NIR hyperspectral camera into one geometrically aligned 400–1700 nm dataset. It performs precise hyperspectral fusion so VNIR and NIR data can be analysed together with consistent pixel registration and reflectance-ready output.

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Hyperspectral Image Fusion

What is FX Fusion?

hyperspectral data fusion

FX Fusion is a software-driven system developed by Adept Turnkey that performs hyperspectral fusion between a VNIR and NIR camera. It aligns both datasets at the pixel level and outputs a unified hyperspectral cube for accurate scientific, industrial, and environmental analysis.

What problem does hyperspectral image fusion solve?

Traditionally VNIR and NIR hyperspectral data is captured with two separate cameras which produce two separate datasets that must be calibrated, aligned, and merged manually. Different hyperspectral cameras have different resolutions, different lens distortions, different sensitivities and different dynamic ranges, so the problem with accurately merging the data spatially and spectrally is significant.

FX Fusion overcomes these issues by providing:

  • Automatic geometric alignment
  • One combined 400–1700 nm dataset spatially and spectrally matched
  • Consistent pixel-to-pixel correlation
  • Reflectance-corrected output
  • A repeatable workflow for large-scale projects

This ensures that users can interpret both spectral ranges as one continuous dataset.

How FX Fusion Works

FX Fusion performs three core tasks:

1. Hyperspectral Data Fusion (400–1700 nm)

Combines VNIR and NIR datasets into one continuous spectral cube using precise geometric registration.

2. Pixel-Aligned Imaging

Maintains accurate pixel registration across the full sensor focus range so VNIR and NIR data correlate reliably.

3. Reflectance-Ready Output

Provides calibrated reflectance data suitable for research, machine learning, or industrial inspection workflows.

FX Fusion Features

Geometrically Registered Datasets

FX Fusion outputs one perfectly aligned hyperspectral dataset from two separate sensors, ready for immediate analysis.

Reliable Hyperspectral Fusion Workflow

A once-off calibration establishes alignment, simplifying ongoing use and ensuring repeatability.

Lumo Recorder Integration

FX Fusion connects directly to Lumo Recorder software for streamlined acquisition and control.

Real-Time Hyperspectral Image Fusion

Data is fused at scanning speed, supporting dynamic imaging scenarios and time-critical inspection.

Adjustable Scan Widths

Scan width settings can be customised to match resolution and application requirements.

Batch Data Fusion

Users can fuse multiple hyperspectral captures offline in batch mode to increase processing efficiency.

Clear, Functional User Interface

The Fusion Control Application simplifies operation and supports consistent, error-free workflows.

Sensor Adaptability

The system can be configured to work with other compatible sensors where multi-range spectral fusion is required.

FX Fusion interface

Common Applications

FX Fusion supports hyperspectral image fusion for:

  • Vegetation and crop phenotyping
  • Soil and mineral analysis
  • NDVIs and vegetation indices
  • Food and feed inspection
  • Waste and recycling sorting
  • Moisture measurement
  • Display, printing, and lighting inspection
  • Environmental monitoring and field research

Why FX Fusion for Hyperspectral Data Fusion?

  • One dataset instead of two mismatched datasets
  • Accurate pixel alignment
  • Consistent reflectance output
  • Repeatable workflows for research and industry
  • Reduced calibration and post-processing time
  • Efficient batch processing for large datasets
Additional Resources & Technical Datasheets
→ FX Fusion flyer

Need help with FX Fusion?

Speak with Adept Turnkey about hyperspectral image fusion for your application.

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