A unique system that fuses VNIR and NIR into one dataset

FX Fusion, from Adept Turnkey

FX Fusion uniquely combines data from two hyperspectral cameras into a single, pixel-aligned 400–1700 nm datacube.

I had a look at your fusion data. I have to say that it looks very good! The resampling of the FX17 data to FX10 spatial resolution looks great – I can visually see no interpolation artefacts. Also the point where FX10 spectra changes to FX17 seem very smooth. In the FENIX there is usually a distinct feature at that spot.

- Rainer Bärs, (Senior Field Engineer - Specim, Spectral Imaging Ltd).

A Unique Hyperspectral System for Continuous 400–1700 nm Coverage

Engineered for performance. Optimised for price.

By providing pixel-accurate alignment and reflectance-ready output, FX Fusion enables VNIR and NIR data to be analysed together as one continuous hyperspectral dataset, simplifying workflows and improving confidence in results.

FX Fusion combines data from VNIR (400-1000nm) and NIR (900-1700nm) hyperspectral cameras into a single, geometrically aligned 400–1700nm dataset, enabling consistent pixel-level analysis across both spectral ranges.

Superior spatial resolution for more detailed imaging
Pixel-precise spectral alignment between VNIR and NIR cameras
Compact, rugged design - easily integrated into remote or constrained environments
Flexible processing options, from real-time analysis to high-throughput batch workflows
Sub-10-second fusion processing for rapid acquisition and analysis

Why is combining VNIR and NIR Hyperspectral Data complex?

VNIR and NIR hyperspectral data are captured using separate sensors. There are no commercially available cameras that offer 400-1700nm sensing. When using two cameras each camera has its own spatial resolution, optical characteristics, optical distortions and calibration requirements.

Combining data from two cameras so that it is accurate to a quarter of a pixel poses an interesting technical challenge, especially when it needs to remain accurate over the same depth of field as the individual cameras.

Without precise geometric alignment, VNIR and NIR information cannot be reliably correlated at the pixel level. This often results in extended calibration and post-processing workflows, reduced confidence in classification and modelling, and difficulty achieving consistent, repeatable results across projects.

Hyperspectral Data Fusion

FX Fusion addresses the challenges of combining VNIR and NIR Hyperspectral Data through a software-driven approach to hyperspectral data fusion.

Developed by Adept Turnkey, FX Fusion performs precise geometric registration between VNIR and NIR camera models and outputs a single hyperspectral datacube that can be analysed as a single dataset with pixel accuracy.

Capabilities

Hyperspectral Data Fusion (400–1700 nm)

FX Fusion combines VNIR and NIR data into a continuous spectral dataset spanning 400–1700nm, with accurate spatial alignment and processing times optimised to complete fusion in under 10 seconds per scan

Intuitive Fusion Control Software

FX Fusion’s software interface provides full control of VNIR and NIR cameras, from calibration and white reference scans to sample acquisition and batch processing.

Set exposure, frame rate, and scan parameters for both cameras simultaneously
Perform system calibration and white reference scans with a single click
Real-time feedback on memory, CPU usage, and network throughput
Streamlined workflow for rapid, sub-10-second hyperspectral fusion

Sub-Pixel-Aligned Imaging

The system maintains pixel-to-pixel correspondence across the full scan width, enabling reliable correlation of spectral information across wavelengths.

Reflectance-Ready Output

Fused data is calibrated and prepared for use in scientific analysis, machine learning workflows, and industrial inspection applications.

Designed for Practical Deployment

FX Fusion is designed to integrate into real-world hyperspectral workflows, supporting both research and industrial use cases.

Workflow features

Real-time hyperspectral fusion at scanning speed
Fusion processing time completed in under 10 seconds per scan
Adjustable scan widths to suit resolution and application requirements
Batch processing for offline fusion of large datasets
Clear, functional user interface via the Fusion Control Application

A once-off calibration establishes alignment, supporting repeatable and efficient ongoing use.

The FX Fusion offers a range of advantages over alternatives

Systems offering comparable spectral coverage typically rely on larger, more complex hardware configurations and are often cost-prohibitive for many research and industrial users.

FX Fusion was designed to deliver high spatial resolution and accurate spectral alignment in a compact, practical system.

Expertly Engineered by Hyperspectral Imaging Leaders

FX Fusion was developed by Adept Turnkey’s hyperspectral engineering team, drawing on extensive experience in optical system design, calibration, and deployment. Importantly, this system is focused on creating a viable solution to real problems that Adept Turnkey's technical engineers often encounter in the field.

FX Fusion is supported by Adept Turnkey’s expert engineers, with global delivery, commissioning, and ongoing technical support to ensure reliable performance wherever it is deployed.