3. Results
This section, which is dedicated to the results and their discussion, includes a series of methodological considerations. In the context of this work, these considerations constitute the true core of the analysis. Typically, such observations would be included in the methodology section; however, as this study focuses on the evaluation and issues arising in certain emerging technical practices, it was considered more appropriate to address them here, in direct dialogue with the results obtained. This choice is in line with the nature of the object of study: a set of procedures that still lack standardised protocols and whose effectiveness must be assessed on the basis of empirical tests, comparative analyses and qualitative technical observations.
The multiband images obtained with the reflex camera were compared with their analogue images obtained using multiband microscopy (
Figure 2) with the respective Dino-Lite microscope. An analogy has been established for most techniques, with some limitations for others, as this study was carried out with commercial microscopes that cannot be manually filtered a priori. Observations of the results by modal families will be discussed in the following sections; that is, the images are grouped according to their nature, reflection, transmission, luminescence, and false colour. The possibilities and limitations observed will be then outlined.
3.1. Microscopic Imaging Techniques by Reflection
It is important to note that reflection-based techniques (VIS, IR, and UVR) yield results fully comparable to those obtained with standard microscopy systems equipped with dedicated illumination or radiation sources (see
Figure 3 and
Figure 4). The AM4113ZT model (featuring integrated LED illumination) and the AD4113T-I2V model (equipped with UV/IR LEDs) are both suitable for such applications. However, unlike conventional VIS and IR configurations—where oblique illumination is typically preferred [
14]—these microscopes employ a light source positioned perpendicular to the sample plane. This geometry can produce unwanted reflections and glare, particularly in the visible range. As shown in
Figure 3, the microscope images of M1, M2, and M3 display surface gloss on titanium white and alizarin crimson areas, which is not present in the corresponding MBI image
The AM4113ZT model offers two significant advantages over other microscopes operating in the visible range. Firstly, it allows for the use of external light, with the device's LEDs turned off. Secondly, it incorporates a coupled polariser, which is highly useful for the study of paintings. Indeed, binders such as oil and other satin finishes have been found to produce excessive gloss, depending on the lighting geometry, especially in the presence of varnish – a common occurrence in paintings – and in dark-coloured areas. The implementation of a polarisation system constitutes an effective strategy for mitigating this phenomenon, as it markedly attenuates surface gloss—an inherent and frequently problematic characteristic of conventional MBI imaging. Although the suppression of gloss is not absolute, the polarisation approach provides a robust and reproducible improvement in image quality. Furthermore, the diverse imaging modalities afforded by the use of polarisers can yield highly informative data regarding the physicochemical and morphological characteristics of the pictorial surface. Such information is of particular relevance to conservation professionals, facilitating the documentation and assessment of varnish layers and their state of preservation.
Please note that the use of polarising filters can result in slight alterations to colour tonal values. Despite the evident disparities in terms of image scale, lighting geometry, device resolution and sensor characteristics, which, although they belong to the same technological family, exhibit divergent performance levels, a comparison of the images obtained with a Digital- Single lens reflex (DSLR) camera and those captured with a digital microscope reveals relative chromatic consistency. It should be noted that, in contrast to a reflex camera, it is not possible to manually adjust key parameters such as shutter speed, aperture, or ISO sensitivity in a microscope. This introduces further constraints to image capture. Despite this, the images obtained show satisfactory colour correspondence for the purposes of technical analysis.
The AD4113T-I2V microscope was operated in infrared (IR) mode. The instrument provides three selectable radiation configurations: the first activates the ultraviolet (UV) LEDs, the second engages the infrared (IR) LEDs, and the third allows image acquisition without the use of any internal illumination source, thereby requiring the employment of an external radiation source. The device is not equipped with an optical filter in front of the sensor, rendering it a full-spectrum detector with a sensitivity range of approximately 300–1100 nm. When operated with the integrated IR LEDs (emitting at 940 nm, a wavelength invisible to the human eye and devoid of visible light emission), image acquisition must be conducted in darkness to avoid contamination from ambient light or stray UV radiation, both of which could be detected by the sensor and compromise the accuracy of the results.
The images captured exhibit a violet hue, consistent with the characteristics of infrared imagery captured using DSLR cameras. Therefore, it is necessary to convert them to greyscale, as is standard practice when correcting IR images in MBI [
14,
15,
16].
When the paint layer is not completely opaque (a factor that depends on the materials present, their concentration, and the thickness of the film), IR images facilitate the observation of the lines of the underlying drawing. Pigments that appear transparent in reflected IR behave similarly in their µIR variant. As with conventional multiband imaging, it can sometimes be useful to adjust the contrast, tonal depth or definition of the images in order to optimise the visualisation of certain technical details [
11,
12,
13,
14,
15,
16].
For the mock-ups analysed, the μMBI response of the pigments was consistent with that observed using the MBI technique. In Type 1 mock-ups (M1, M2) (see
Figure 4), the burnt Sienna and raw Sienna pigments appear dark due to their intense absorption in the IR range. In contrast, cobalt blue, cadmium red, titanium white, alizarin crimson, cadmium orange and cadmium yellow are transparent in the IR. In both cases, the graphite grid is visible, similar to the IR result of MBI. In the case of Type 2 mock-ups, the burnt Sienna pigment in the underlying layer becomes visible, as can be seen particularly in mock-up M3. This aligns with the established MBI framework.
As for acquiring µUVR (micro ultraviolet reflected) images, this would have required significant modifications to the design and internal structure of the microscope, potentially compromising its infrared imaging capabilities. In conventional models from Dino-Lite microscope and other similar brands, this type of recording is not feasible, as it would involve filtering both the radiation source and the sensor, which would need to be optimised to operate exclusively below 400 nm.
The AD4113T-I2V model, for instance, is equipped with LEDs that emit at 365 nm, but also generate a significant amount of parasitic visible light in the blue band of the spectrum. Therefore, despite being marketed as a device capable of operating in the IR and UV ranges, it cannot be considered an effective system for obtaining reflected UV images. The product's nomenclature pertains exclusively to the type of LEDs it incorporates, rather than its actual operability in those spectral regions. It is important to raise awareness of this potential confusion, given the widespread use of the model in the field of conservation-restoration.
Despite the implementation of a correctly filtered external UV lamp, µUVR image recording remains unfeasible. In conditions of controlled darkness, which are essential to avoid light interference, UV irradiation typically induces luminescence in the visible spectrum of some pictorial materials (and even in the infrared spectrum for pigments such as cadmium red and rutile). If the sensor does not have filters that block both the visible and infrared regions, it will record both of them. This technical limitation prevents the acquisition of reflected UVR images with currently available microscopes operating in this spectral range.
Finally, µRL has also been documented, given its importance in establishing the texture of the surface at a visual level. The AM4113ZT model was used in off mode for recording µRL images, using external LED lighting tangentially to the surface. The results obtained are particularly representative of establishing the texture of the materials used, the morphology and direction of the brushstrokes, and in some cases (as can be seen in M1 and M2) the texture of the support [
13] (
Figure 5).
3.2. Transmission Microscopic Imaging Techniques
For transmission imaging applications, both the AM4113ZT and AD4113T-I2V microscope models were found to operate effectively. In this technique, the illumination normally emitted by the microscope must be deactivated, and image acquisition should be performed with the LEDs switched off while keeping the sensor active. Both models are equipped with a function that facilitates this configuration. During the acquisition process, the microscope is gently positioned on the area of interest on the front surface of the painting, while the radiation source is placed at the back, following the conventional setup used in transmission methodologies [
13].
To carry out µTL, it is therefore necessary to use an external light source, working with the device's LEDs turned off. It is recommended to employ a light source as similar as possible to that integrated into the microscope itself, such as a LED torch or a second microscope functioning as an emitter from the reverse side of the artwork. However, any visible light source may be used if these options are not available. Nevertheless, to standardise the procedure and facilitate comparability between the images obtained, it is preferable that the lighting used is homogeneous and of comparable intensity. The effectiveness of this technique depends primarily on the nature of the pigments present in the artwork [
17,
18], although its applicability is generally limited [
2] (
Figure 6).
In this case, it was observed that mock-ups containing a burnt Sienna underlying paint layer effectively prevent light transmission, as previously reported [
18]. The limited power of the LEDs integrated into the microscope considerably restricted the penetration of the radiation emitted by them into the paint layers, so that only highly translucent pigments allowed light to pass, especially when applied in thin layers or glazes.
With regard to Type 1 mock-ups (M1 and M2), only in the area covered by titanium white in M1 it was possible to clearly visualise a diagonal line drawn in the underlying layer in the µTL image, which is less evident in the MBI image (
Figure 6). The pigment that exhibited the highest light transmission in M2 was cadmium yellow, consistent with the µTL results and MBI; however, the underlying drawing remained invisible. In Type 2 mock-ups (M3 and M4), the underlying burnt Sienna became visible when the light emission was deactivated and the titanium white layer in M3 permitted partial transmission. The microscopic image of M4 exhibited only minimal light transmission, a characteristic also observed in the corresponding MBI image. Overall, the results obtained from the microscopic images closely corresponded to those from MBI.
The images obtained using µIRT are particularly informative, as the technique is based on the same physical principles as conventional IRT. In this approach, infrared radiation can often penetrate all layers of the painting, provided that the support exhibits a certain degree of translucency [
17]. The advanced capabilities of µIRT's enable the visualisation of hidden elements, including underlying drawings, compositional modifications, reworked areas, and traces of earlier phases that have been covered by a second primer or subsequent paint layers.
The main difference between wide-field and microscopic imaging lies in the depth of field, which becomes significantly reduced at the microscopic level. Given that the different elements may be located at different depths within the pictorial layer, obtaining a sharp and uniform focus for the entire image becomes complex. It is therefore common for certain areas to appear out of focus when the elements are distributed across markedly different planes. In this context,
Figure 7 shows the images acquired from mock-ups M1 and M2 using the microscope. In both cases, the underlying cross-shaped drawing appears out of focus, as it is situated within the lower paint layers.
The response of materials in IRT, as well as in IR, depends directly on their chemical properties, concentrations, and relative thickness of the paint layer. Consequently, under these conditions, some underlying lines may become clearly visible, whereas others remain obscured if covered by thick or highly absorbent materials. It should also be noted that preparatory drawings are only detectable in infrared imaging when sufficient contrast exists between the drawing and the substrate on which it was applied.
In order to produce µIRT images with the AD4113T-I2V microscope, it is necessary to work in complete darkness. The microscope should be positioned on the front of the painting, and the unlit position (LEDs off) should be activated. At the same time, an infrared radiation source must be placed on the reverse side of the support: preferably, a torch equipped with 940 nm IR LEDs (such as those incorporated in the device itself) or a second Dino-Lite microscope activated in IR mode, which acts as an emitting source.
It should be emphasised that traditional sources used to obtain IR or IRT images on a macro scale, such as halogen lamps, incandescent lights, or flashes, are not suitable for this type of microscopic recording. This is due to the fact that they simultaneously emit visible light, which is captured by the microscope's full-spectrum sensor. In addition to this limitation, a more significant concern—though not related to measurement accuracy—is the potential risk to the artwork itself. Macroscopic radiation sources that are not intended for microscopy can emit substantial amounts of infrared radiation, which may lead to localized temperature increases within the materials of the artwork, thereby potentially compromising its stability and long-term conservation.
In the case of the mock-ups the technique proved entirely successful. Mock-up M1 demonstrates that all the pigments employed allow, to varying degrees, the transmission of IR radiation in the mode commonly referred to as IRT (
Figure 7). The four colour fields indicate distinct responses. Raw Sienna (upper left quadrant) forms more opaque regions in areas of higher pigment concentration, showing greater absorption, although it does not entirely block µIRT and IRT radiation. Cobalt blue, cadmium red and titanium white exhibit partial translucency, brushstrokes in the case of red and white, and thereby providing information about the underlying layer.
This behaviour is also confirmed in M2. Alizarin crimson (upper left quadrant) presents exceptional transparency, even allowing the texture of the textile support to be discerned. Burnt Sienna (lower left) shows a higher degree of opacity, comparable to that of raw Sienna. Both the orange and yellow fields (in the upper and lower right quadrants, respectively) show partial translucent, allowing clear visibility of the brushstrokes and disclosing some information from the underlying layer.
In Type 1 mock-ups (M1 and M2), the image obtained reveals a cross-shaped drawing on the underlying plane, executed on the second layer of prime (7 layers in total). This observation highlights the high penetration capability of the technique, even though successive primer layers and paint applications. The motif appears out of focus due to the inherent limitations of the microscopic scale, which are significantly more restrictive than those in conventional IRT images.
In Type 2 mock-ups (M3 and M4), a comparison between the colour microscopic image (µVIS) and the corresponding transmitted infrared image (µIRT) reveals a phenomenon of radiation blocking. As illustrated in µVIS, image clearly shows the superimposition of a white and red layer in M3 and a yellow and orange layer in M4. However, in the µIRT image (
Figure 7), the right-hand side of both mock-ups appears completely opaque to radiation, unlike the left-hand side, where the infrared radiation is able to partially penetrate the layers. It is important to note that this opacity is not due to an inversion of the image or a difference in surface composition. Rather, it is due to the underlying presence of a vertical strip of burnt Sienna. Due to its optical properties, this strip prevents the passage of infrared radiation. This scenario highlights the necessity to consider not only the surface layers, but also the presence of IR-opaque basal layers, which can compromise the interpretation of transmitted images.
3.3. Microscopic Luminescence Techniques
Among luminescence techniques, ultraviolet-induced luminescence (UVL or UVF, when the term "fluorescence" is used) is particularly noteworthy due to its long-standing application in conservation, although the term UVL is more precise [
12]. This is arguably the most widely used technique among the set of multiband techniques since the early 20th century, although it is not always conducted with the requisite rigour or technical precision.
It is important to distinguish between the simple observation of a heritage object under UV radiation and the systematic acquisition of a luminescence image. These two actions are often confused, as both record or document a response in the visible spectrum induced by a UV lamp. It should be noted that the UVL technique essentially involves capturing an image in the visible range, which records luminescence phenomena occurring within this band but induced by a ultraviolet radiation [
11,
12]. In order to ensure the desired outcomes are achieved, it is imperative that both the radiation source and the camera are correctly filtered. It means that the source should only emit ultraviolet radiation, thus eliminating all emissions in the visible and infrared ranges. It is important to note that fluorescent lamps (such as Wood lamps) are likely to emit this type of parasitic radiations. Furthermore, many commercially available UV lamps lack appropriate filters, making them unsuitable for acquiring UVL images [
2]. Nevertheless, they can be useful for direct observation of paintings, enabling the detection of repainting or certain luminescent areas, although the results are often partial and exhibit a pronounced bluish hue due to the presence of parasitic visible radiation. In addition, the camera must be equipped with suitable filters to transmit only the visible to the sensor while eliminating contributions from ultraviolet and infrared radiations.
At first glance, the AD4113T-I2V device might appear to be the most suitable for this technique, as it is marketed as a UV-IR microscope. However, this is not the case. As noted previously, the device lacks dedicated filters due to its full-spectrum functionality, preventing the placement of a filter in front of the sensor. Furthermore, the ultraviolet radiation source is unfiltered, causing the sensor to record visible and infrared radiations in addition to the luminescence phenomenon. Even when using a properly filtered external UV lamp, the device remains unsuitable, as it also records luminescence phenomena in the infrared. Consequently, the resulting images display colours that differ substantially from those perceived by the naked eye and cannot be considered faithful representations of the actual visible response, rendering them unrealistic.
In contrast, the AM4113ZT model is useful for this technique, as it has a bandpass filter that blocks infrared and ultraviolet radiations allowing only the luminescence induced in the visible to be recorded when used in front of external and adequately filtered UV radiation sources.
While larger lamps, such as the Fabrizio lamp mentioned above, are useful for imaging in the UV and µUVL ranges, certain practical limitations must be considered. The microscope itself often casts a shadow on the object, obscuring the induced luminescence and complicating documentation, while projecting the radiation precisely onto the device’s focal point can be challenging. In this context, it is more effective to use two handheld lamps positioned at an angle to the support (approximately 30º to the horizontal, or less). To direct the radiation through the transparent plastic lip surrounding the microscope’s aperture, the lamps should be positioned nearly tangentially to the plane of the support. Using a single lamp generates a raking light effect, which, although useful for visualising certain features, such as texture or specific surface alterations, does not permit effective capture of induced luminescence, as the illumination of the surface is not homogeneous.
In this case, the use of these images enabled the luminescence of cobalt blue and alizarin crimson applied to M1 and M2, respectively, to be documented (see
Figure 8). In both instances, the luminescent response is comparable to that observed in µUVL and conventional UVL. As noted above, the shadows present in the microscopic image are reduced through the use of the two UV light sources, which provide more homogeneous illumination. It is also noteworthy that titanium white exhibits a very subtle luminescence, which was successfully captured by the microscope in both M1 and M3. These observations highlight the effectiveness of the technique, even in cases where luminescence is not immediately apparent.
Regarding the use of infrared luminescence techniques (µIRL), whether induced by visible (µVIL) or, in particular, by ultraviolet radiation (µUVIL), it was not possible to obtain results due to the previously mentioned inability to adequately filter the AD4113T-I2V microscope sensor. The sensor necessarily had to operate in the infrared range rather than across the full spectrum. This condition is critical, because unlike UVL —which can be documented, albeit partially and with altered chromaticity, even without perfect filtering—infrared luminescence is obscured by parasitic light and cannot be captured if the capture system is not properly optically filtered.
3.4. False Colour Microscopic Techniques
False-colour microscopy images represent a highly promising field of research in the area of multiband documentation applied to cultural heritage. These images are considered hybrid, as they are generated by merging a visible image with another captured in a non-visible band, either infrared or ultraviolet [
11], in reflective or transmitted mode [
19]. The two images are then processed using specialist software to create an overlapping fusion. Depending on the technique, the red channel of the visible RGB image is replaced by the corresponding channel of the infrared image, or the blue channel by that of the ultraviolet image. The remaining channels are subsequently reorganised, producing images with unreal colours that are nonetheless highly informative. Such images are particularly valuable for pigment identification, mapping repainting, and documenting surface alterations or other material interventions [
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19]
To obtain this type of image, two captures are required: one in visible and one in infrared, either reflected or transmitted, using the two different devices as described above. This procedure entails a certain degree of technical complexity, as it is essential to maintain precise alignment between the two captures. When changing microscopes, the image must be repeated at the exact same position, which can be challenging. Depending on the visual response obtained, the orientation process may become particularly difficult complicated. Therefore, it is recommended to use a marker or template to facilitate the repositioning of the device, enabling the previous sampling point to be accurately located as a reference. It is critical that the microscope is not rotated between shots to ensure consistent alignment. Nevertheless, unintentional rotations often occur during handling, typically ranging from 1º and 3º relative to the perpendicular axis. Such misalignments must be corrected during post-processing by adjusting the rotation of one image until it matches the other.
The µIRFC images exhibited a colour response closely matching the results obtained using IRFC with DSLR cameras, thereby validating the effectiveness of both infrared and visible captures (
Figure 9). Although differences in scale and surface texture may induce perceptual differences, the tonal response of the pigments shows substantial correspondence between the two techniques. This behaviour has also been confirmed in additional tests, consistent with the typical chromatic patterns characteristic of this type of imaging [
2]. Such recordings are widely employed to preliminarily identify pigments, map their distribution, and detect pigment variations within apparently homogeneous areas, owing to their differing spectral responses.
It is important to note that the µIRTFC images proved to be even more relevant. These images combine the characteristic chromatic response of each pigment with structural information about the stratigraphy of the painting, in a manner comparable to that obtained with DSLR cameras (
Figure 10). This technique provides data on the nature and behaviour of the translucent support and reveals features such as variations in the thickness or homogeneity of the paint layer, as well as the presence of underlying stains, concealed elements, retouched areas, and in particular, the preparatory drawing. Overall, given its recent development, it is generally more efficient than reflected infrared images. Moreover, µIRTFC represents one of the most promising approaches within multiband analysis applied to artworks on translucent supports [
19]. However, its application at the microscopic scale highlights the need to build a comprehensive comparative corpus, supported by well-documented case studies, to establish robust interpretative criteria and consolidate its analytical potential.
Finally, it should be noted that the current sensor limitations prevent the capture of µUVR images and, consequently, the generation of µUVFC images. While this technical constraint does not compromise the overall validity of the protocol, as a whole, it highlights an area for improvement in future versions of the system.