Process
Adjust light, colour, tonal levels and individual channels. Apply reference-based colour correction, chromatic separation, colour decorrelation, principal components and false-colour compositions to investigate subtle image features.
MIE is a local, modular workspace conceived for the use and sharing of multispectral images. Process and enhance your images, align multispectral layers, create interactive comparisons, and export a Viewer for research, teaching and dissemination. Save and reopen your work as an editable project.
MIE is a browser-based, modular environment for preparing, processing, aligning and interactively exploring multispectral and documentary imaging datasets in archaeology and heritage science. Its four connected modules — Process, Align, Edit and Export — support a workflow from image enhancement and registration to the creation and dissemination of interactive multilayer Viewers. Projects can be saved locally and reopened for further work.
The Process module provides tools to prepare and optimise images for multispectral exploration, including adjustments to light, colour, tonal levels and individual channels, as well as reference-based colour correction for visible-light photographs. Exploratory enhancements — including chromatic separation, colour decorrelation, principal component analysis and false-colour compositions — can increase the legibility of faded or low-contrast decoration, bring out subtle traces and accentuate differences in the response of colours and materials. These operations support visual examination and the formulation of hypotheses; they do not, on their own, establish material identifications.
Across wall paintings, easel paintings, manuscripts, polychrome objects and other works of cultural heritage, the combination of different imaging layers can reveal features difficult to distinguish in visible light and help map variations associated with materials, execution techniques and later interventions. Visible-induced luminescence (VIL) can highlight Egyptian blue; UV-induced fluorescence (UVF) can reveal differences in surface coatings, certain binders and other materials, as well as retouching and past restorations. UV reflectance (UVR) can enhance the contrast of faded paints and inks and help distinguish some pigments, retouches and surface alterations. Infrared reflectance (IRR) can reveal preparatory drawings, compositional changes (pentimenti), retouching and, under suitable conditions, details obscured by overlying paint, darkened or carbonised surface deposits. The visibility of these features depends on the materials, their stratigraphy and the imaging conditions. MIE also brings these images together with historical photographs, drawings and digital reconstructions in a common spatial framework, supporting the study of making techniques and the development and visual assessment of virtual reconstructions.
Alongside its research applications, MIE is also intended as a tool for teaching and dissemination. Interactive comparison tools such as the slider and spotlight make differences between imaging layers immediately visible, allowing students and non-specialist audiences to explore information that may otherwise be difficult to perceive or interpret. Its accessible interactive Viewers can also be used in museums and exhibitions to present scientific images and interpretations directly to visitors.
Explore the Boscoreale multispectral dataset through visible-light, ultraviolet fluorescence, infrared reflectography and visible-induced luminescence imaging. Compare registered layers with opacity controls, the slider and spotlight tools.
Explore the dataset in a dedicated full-screen viewer.
Click on the MIE logo inside the Viewer for instructions on how to use the interface.
Boscoreale, villa of P. Fannius Synistor. Detail from the exedra L, 1st century BC. Today exposed at the Royal Museum of Mariemont, Belgium (© Musée royal de Mariemont, inv. B99). Multispectral pictures published in Amoroso, N. & Tomassini, P. (2025). Des études archivistiques aux analyses archéométriques : nouvelles perspectives de recherche sur les fresques de Boscoreale, in: Carrive, M., Spühler, A. and Tomassini, P. (eds.), Peintures et stucs d’époque romaine. Études toichographologiques. Actes du colloque de Mariemont (Pictor 14), Bordeaux, pp. 267–284. https://hdl.handle.net/2078.5/220109
Four interconnected modules bring image preparation, geometric registration, multilayer exploration and dissemination into one environment.
Adjust light, colour, tonal levels and individual channels. Apply reference-based colour correction, chromatic separation, colour decorrelation, principal components and false-colour compositions to investigate subtle image features.
Register images using corresponding control points and affine or perspective transformations. Refine local correspondence with Mesh Warp, then inspect superimposed images and export aligned layers for further exploration.
Import and organise imaging layers, assign names and icons, and control their visibility and order. Build a multilayer Viewer with interactive comparison tools and complementary documentation or reconstructions.
Create a portable interactive Viewer for consultation, teaching and dissemination. Share registered layers with opacity, slider and spotlight controls, together with the presentation and export options configured in MIE.
Work can be saved as an editable local MIE project and resumed later. Save Project / Open Project: keep an editable local .mie project and resume your work in a later session. Exported Viewers are separate dissemination outputs.
Open the complete MIE v1.00 environment in your browser: Process, Align, Edit and Export, together with local Save Project and Open Project controls.
Launch MIE online ↗Download the complete application package for local use. Extract the archive, keep the included files together and open MIE.html in your browser.
Download MIE v1.00 ↓MIE processes imported images locally in the browser. The software is distributed under GNU LGPL-3.0-or-later; images and datasets retain their own copyright and licensing conditions.
Explore the complete MIE workflow in the illustrated, 25-page User Guide, from getting started and image processing to alignment, interactive exploration and Viewer export.
This illustrated guide introduces the main features of MIE and explains how to use its four modules: PROCESS, ALIGN, EDIT and EXPORT. Step-by-step instructions and practical examples help users prepare images, register layers, build interactive Viewers and save their projects for later use.
MIE — Multispectral Imaging Explorer was conceived and designed by Paolo Tomassini (UCLouvain, F.R.S.–FNRS) for the visual comparison of multispectral and documentary imaging datasets in archaeology and heritage science.
Development has been carried out through iterative human–AI co-design and programming assistance using OpenAI's ChatGPT.
Contact: paolo.tomassini {at} uclouvain {dot} be
© 2026 Paolo Tomassini. MIE is free software released under the GNU Lesser General Public License v3.0 or any later version (LGPL-3.0-or-later).
Images, multispectral datasets, archaeological documentation and other content remain subject to their respective copyright and licensing conditions.