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Wooden artworks residing in churches for centuries inevitably suffered from decaying processes such as Wood worm infestation. About 100 years ago, this process was ceased with a polluting coal tar extract 'Carbolineum', a treatment usually applied to railway sleepers. Nowadays, this lead to undesired effects not only of causing dark stains on the surface of the treated sculptures but also in unimpaired release of traces of harmful substances into the atmosphere perceptible as the typical smell of coal tar oil. To resolve this problem, the knowledge of the internal structure could provide a support for this effort. As an example, sculptures from an epitaph in a church in northern Germany were subjected to X-ray and neutron computed tomography (CT). The purpose of using neutrons was to get information about the distribution of the impregnant Carbolineum. It consists of a mixture of polycyclic aromatic hydrocarbons which should increase the absorption of neutrons. In contrast, X-rays are rather poorly absorbed by such substances as compared to the wood matrix. All radiographic approaches
revealed traces of previous conservation measures that were not always documented in detail. Comparing the neutron images with those from the X-ray interrogation some differences became obvious indicating varied material compositions. Nails e.g. were clearly visible in the X-ray images rather than in the neutron ones. Some less visibly stained parts of the sculptures correspond with obviously replaced materials in the inside. These results will be used to identify ways how to treat the infested artworks.
As a matter of fact, avoiding unexpected events with an undesired outcome is an element of survival strategies.
Such events are encountered unexpectedly mainly because they occur rarely. Both, safety and security measures are the main pillars to prevent them by appropriate inspections. Common tools in both areas e.g. are radiological technologies enabling an insight into objects to detect suspicious features without even touching them. Since any of these measures is linked to efforts, costs or even obstructions of ongoing processes, it needs a rationale to invest into an appropriate activity. A putative objection to take action in this direction always could be the question 'when and how often it could happen'. This gave rise to find approaches how to define 'rare events' and how to deal with them. Since they entail both, the frequency of occurrence and the unpleasantness of the possible outcome make them to have something in common with the definition of risk: a combination of the probability of occurrence of harm and the severity of that harm. Tackling putative consequences is one side of the coin whereas understanding the rareness of an event is the other, an aspect that worries but not always fully understood.
As a first step in approaching the subject 'rare events', the putative occurrence rate is considered in terms of probability distribution functions or their cumulative ones, resp. The problems of estimating an incidence of such an event will be tackled subsequently with the problem of assessing the reliability of diagnostic measures.
Any numeric approach of dealing with rare events inevitably remains an ill defined or 'ill-posed' problem that needs additional information for a reasonably satisfying solution. Ways to ease this situation can be found in utilizing additional information, also commonly called prior knowledge, that might be introduced via the Bayesian inference or by regularization algorithms. Simplified models will demonstrate how to apply such tools.
As a consequence, there are ways helping to avoid unexpected ad 'surprises' by taking adequate measures in due time upon the correct perception of certain indications.
The ultimate purpose of digital image filtering is to support the visual identification of certain features expressed
by characteristic shapes and patterns. Numerous recipes, algorithms and ready made programs exist nowadays
that predominantly have in common that users have to set certain parameters. Particularly if processing is fast
and shows results rather immediately, the choice of parameters may be guided by making the image 'looking
nice'. However, in practical situations most users are not in a mood to 'play around' with a displayed image,
particularly if they are in a stressy situation as it may encountered in security applications. The requirements for
the application of digital image processing under such circumstances will be discussed with an example of automatic
filtering without manual parameter settings that even entails the advantage of delivering unbiased results.
THz-Forschung in der BAM
(2004)
Threat detection and imaging
(2007)
Threat detection and imaging
(2007)
Die radiologische Untersuchung von Holz ist hinsichtlich der Durchführung
und Auswertung komplex. Im Gegensatz zu künstlich hergestellten Materialien zeichnet
sich Holz besonders durch seine Heterogenität und Individualität aus, kein Stück ist wie das
andere. Dies erschwert bei der radiologischen Inspektion die Fehlerdetektion, da diese teilweise
schwer von natürlichen Wachstumsmerkmalen zu unterscheiden sind. Insektenfraßgänge
und Hohlräume durch biologischen Abbau sind deutlich erkennbar, schwieriger
wird es bei feinen Rissen und Anzeichen für Fäulnis. Metallische Einbauten wie Nägel und
Bolzen sind natürlich gut zu erkennen, großflächigere Platten können jedoch den Einblick
in die benachbarten Gebiete versperren. Klebstoffschichten sind im Röntgenbild nur dann
sichtbar, wenn sie exakt parallel zum Strahlengang getroffen werden. Verschiedene
Strukturmerkmale treten also radiologisch recht unterschiedlich in Erscheinung, deshalb
liegt es nahe, zu deren Erkennung mehr als nur eine Durchstrahlungstechnologie
anzuwenden. Während bei immobilen Objekten, d.h. Bauwerken und Bäumen, mobile
Durchstrahlungstechniken mit Röntgen- oder Gammastrahlen (Se-75) in Frage kommen,
stehen im Labor auch (schnelle) Neutronen alternativ zur Verfügung. Die verschiedenen
Techniken, einschließlich der Tomographie mit Neutronen, werden an zwei größeren Prüfteilen
demonstriert, einer Brettschichtholzprobe und einem Knotenpunkt aus einer Holzbrücke
mit eingebauter Stahlplatte. Neutronen lassen Materialunterschiede differenzierter hervortreten
und durchdringen sperrige Metallteile besser, trotz verringerter Bildqualität. An
Verbesserungen wird derzeit gearbeitet.
Security research and expertise at the BAM Federal Institute for Materials Research and Testing
(2012)
Reducing risks and confining them to an acceptable level can be regarded as an essential commitment of technical applications for safety purposes and the public security measures.
Rating the efficiency of such measures requires an assessment of the risk that is supposed to be reduced. However, approaching this subject means to face a plethora of existing literature and an ongoing discussion if and how this can be achieved. On one hand, it remains a rather uncertain estimate particularly if it comes to rare interrupting events. On the other hand, making a decision responsibly requires a certain rational base. Several approaches exist for assessing risks, from verbal to quantitative, depending on the individual case. The frequently quoted Delphi technique represents the verbal one, others such as the Bayesian statistics a quantitative one or the consequence/probability matrix in-between.
A problem remains with understanding probability. Even if an event is highly unlikely it may happen right now.
Der große praktische Vorteil der Rückstreuradiografie allgemein ist, dass kein Bilddetektor am Objekt auf der der Strahlenquelle gegenüberliegenden Seite aufgestellt werden muss. Dieses ist immer dann gegeben, wenn sich das Untersuchungsobjekt in oder an einer Wand befindet oder es so groß ist, dass eine Durchstrahlung aufgrund der zu durchdringenden Schichtdicken nicht infrage kommt. Von der üblichen Methode, das Objekt mit einem wandernden ausgeblendeten Einzelstrahl ('Bleistiftstrahl') abzutasten und die gesamte rückgestreute Strahlung großflächig zu registrieren, unterscheidet sich das hier verwendete Verfahren grundsätzlich. Das Objekt wird voll von einem (unkollimierten) Kegelstrahl angestrahlt. Das Bild wird mit einer Kamera aus absorbierendem Material (Wolfram, Blei) aufgenommen, die einen Matrixdetektor als Bildempfänger enthält. Die 'Optik' besteht aus einer besonders geformten Schlitzblende, die nach einem erweiterten Lochkameraprinzip arbeitet, das auch dickere Blendenmaterialschichten zulässt. Die voneinander unabhängige Positionierung von Kamera und Strahlenquellen erlaubt unterschiedliche Einstrahlgeometrien, die verschiedene Ergebnisbilder liefern. So erscheint ein komplexer Gegenstand vor einer rückstreuenden Wand völlig anders, als wenn er frei im Raum steht. Röntgenrückstreubilder müssen deshalb abhängig von ihrer 'Ausleuchtung' mit der Röntgenstrahlung und näheren Umgebung interpretiert werden.
Rare events are understood to be events occurring once in a while but with dramatic consequences. Their occurrence cannot be predicted precisely, only a probability might be estimated, for example from past experiences. However, it might be rather misleading to attempt to describe them by distribution curves that apply for frequent or repeated observations, such as the Gaussian bell shape. Alternative distributions have been introduced to characterise the intervals at which a certain event may occur. It is the aim of technical safety and public security to prevent adverse events. Detectable indications that are typical for their course and are observable have to be identified before an incident occurs. Since they should be characteristic for such cases, they themselves also constitute rare events. The problem encountered in any detection system is that nothing is perfect. As in medical diagnostics, true indications may be missed or false test responses may pretend to be something that does not exist. Balancing missed indications with false positive calls is achieved with the aid of the so-called receiver operating characteristics (ROC). However, with the aid of Bayes’ inference it can be shown that identifying signs of a rarely occurring indication is like looking for a needle in a haystack, even with an excellent detection Approach with a low miss rate and an even lower probability of false calls. The inclusion of additionally available information may lead to a more effective search strategy. When employing imaging methods for detecting flaws or illicit items, the identification of rare indications can be impeded by blurring noise or overlapping items. The identification of the features sought can be supported by including information on their typical characteristics
by regularisation algorithms. The strategy of such an approach is demonstrated in a simplified example with a plain geometric figure (circle) corrupted with structural noise. The shape of the original figure was clearly recovered. In general, search strategies should aim at an indication typical for the event to be prevented; otherwise, alternative approaches have to be considered, including, perhaps, serendipity.
The effective high neutron scattering absorption coefficient of hydrogen (48.5 cm²/g) due to the scattering allows neutrons to reveal hydrocarbon structures with more contrast than X-rays, but at the same time limits the sample size and thickness that can be investigated. Many planar shaped objects, particularly wood samples, are sufficiently thin to allow thermal neutrons to transmit through the sample in a direction perpendicular to the planar face but not in a parallel direction, due to increased thickness. Often, this is an obstacle that prevents some tomographic reconstruction algorithms from obtaining desired results because of inadequate information or presence of distracting artifacts due to missing projections. This can be true for samples such as the distribution of glue in glulam (boards of wooden layers glued together), or the course of partially visible annual rings in trees where the features of interest are parallel to the planar surface of the sample. However, it should be possible to study these features by rotating the specimen within a limited angular range. In principle, this approach has been shown previously in a study with fast neutrons [2]. A study of this kind was performed at the Antares facility of FRM II in Garching with a 2.6×107/cm² s thermal neutron beam. The limit of penetration was determined for a wooden step wedge carved from a 2 cm×4 cm block of wood in comparison to other materials such as heavy metals and Lucite as specimens rich in hydrogen. The depth of the steps was 1 cm, the height 0.5 cm. The annual ring structures were clearly detectable up to 2 cm thickness. Wooden specimens, i.e. shivers, from a sunken old ship have been subjected to tomography. Not visible from the outside, clear radial structures have been found that are typical for certain kinds of wood. This insight was impaired in a case where the specimen had been soaked with ethylene glycol. In another large sample study, a planar board made of glulam has been studied to show the glued layers. This study shows not only the limits of penetration in wood but also demonstrates access to structures perpendicular to the surface in larger planar objects by tomography with fast neutrons, even with incomplete sets of projection data that covers an angular range of only 90° or even 60°.