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Engineering Proceedings, Volume 51, 2023

AITA 2023 - 51 articles

The 17th International Workshop on Advanced Infrared Technology and Applications

Venice, Italy | 10–13 September 2023

Volume Editors:

Gianluca Cadelano, CNR-ISAC, Italy
Giovanni Ferrarini, CNR-ISAC, Italy
Davide Moroni, CNR-ISTI, Italy

Cover Story: The 17th International Workshop on Advanced Infrared Technology and Applications is organized by the Fondazione "Giorgio Ronchi", IFAC-CNR, ITC-CNR, ISTI-CNR, IBF-CNR, CNR-ISAC and the Politecnico di Torino. It focuses on but is not limited to the following topics: Advanced technology and materials; Smart and fiber-optic sensors; Thermo-fluid dynamics and energy; Biomedical applications; Environmental monitoring; Aerospace and industrial applications; Nanophotonics and Nanotechnologies; Astronomy and Earth observation; Non-destructive testing and evaluation; Systems and applications for cultural heritage; Image processing and data analysis; Near-, mid-, and far-infrared systems; Vibrational spectroscopies; Terahertz imaging and systems; Hyperspectral and multispectral imaging; UAV Drone infrared systems.
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Articles (51)

  • Editorial
  • Open Access
2,116 Views
3 Pages

17th International Workshop on Advanced Infrared Technology and Applications (AITA 2023)

  • Paolo Bison,
  • Gianluca Cadelano,
  • Mario D’Acunto,
  • Giovanni Ferrarini,
  • Xavier Maldague,
  • Piotr Martyniuk,
  • Davide Moroni,
  • Valentina Raimondi,
  • Antoni Rogalski and
  • Monica Volinia
  • + 2 authors

AITA is an international conference that has run since 1992 and is aimed at assessing the state of the art of the infrared spectral range technology and to present its most interesting applications [...]

  • Proceeding Paper
  • Open Access
1,371 Views
4 Pages

Transient Thermal Characterization of Small Particles in Fluidic or Acoustic Levitation

  • Jean-Christophe Batsale,
  • Abderazak Aouali,
  • Fouzia Achchaq and
  • Alain Sommier

Putting small particles in levitation and in transient thermal imbalance in a gas has several advantages. This avoids chemical and thermal pollution through contact with a solid wall. The large exchange surface between the particle and the surroundin...

  • Proceeding Paper
  • Open Access
1 Citations
1,449 Views
5 Pages

Sonic-IR, which detects defects based on the temperature rise due to frictional heating at the defect faces under ultrasonic excitation, has an advantage in the detection of closed defects. However, in the conventional sonic-IR method, an acoustic en...

  • Proceeding Paper
  • Open Access
1 Citations
2,464 Views
4 Pages

FLORIS: An Innovative Spectrometer for Fluorescence Measurement and Its Synergy with OLCI and SLSTR

  • Peter Coppo,
  • Emanuela De Luca,
  • Davide Nuzzi,
  • Riccardo Gabrieli,
  • Pierdomenico Paolino,
  • Giampiero Bellomo and
  • Grzegorz D. Pekala

29 February 2024

FLEX is an ESA Explorer Mission devoted to monitoring the health status of Earth vegetation by means of measurements of the solar-induced fluorescence, allowing an early and more direct diagnosis of the status of the photosynthetic activity. FLEX wil...

  • Proceeding Paper
  • Open Access
2 Citations
1,346 Views
5 Pages

Fatigue Limit Estimation Based on Dissipated Energy of Butt Laser-Welded Joints

  • Takumi Yamamoto,
  • Yuki Ogawa,
  • Miu Hayashi,
  • Kota Kadoi,
  • Daiki Shiozawa and
  • Takahide Sakagami

6 February 2024

This study established a rapid estimation method for the fatigue limit of laser welds of aluminum alloys in order to optimize welding conditions, an important factor in ensuring the safety and reliability of laser welding. This study focused on an es...

  • Proceeding Paper
  • Open Access
4 Citations
2,171 Views
5 Pages

5 February 2024

Metabolites are the signature of biochemical reactions that occur in living cells and carry the chemical information of the cell. Analysis of metabolites in biofluids not only provides the information about the internal chemistry of the body but also...

  • Proceeding Paper
  • Open Access
2 Citations
2,858 Views
5 Pages

Very-Long-Wavelength Infrared Range Type-II Superlattice InAs/InAsSb GaAs/Immersed Photodetectors for High-Operating-Temperature Conditions

  • Kacper Matuszelański,
  • Krystian Michalczewski,
  • Łukasz Kubiszyn,
  • Waldemar Gawron and
  • Piotr Martyniuk

27 December 2023

Recently, there has been significant interest in type-II superlattice (T2SL) infrared detectors based on both InAs/GaSb and InAs/InAsSb material systems, and fully operating devices have been presented in the mid- (MWIR) and long-wavelength (LWIR) in...

  • Proceeding Paper
  • Open Access
1 Citations
1,448 Views
5 Pages

Spatial and Time-Series 4D Infrared Gas Cloud Imaging Reconstructed from Infrared Images Measured in Multiple Optical Paths

  • Takuma Aoki,
  • Shogo Ohka,
  • Daiki Shiozawa,
  • Yuki Ogawa,
  • Takahide Sakagami and
  • Shiro Kubo

25 December 2023

Current gas leak detection systems rely on the human senses and experience. It is necessary to develop remote and wide-range gas leak monitoring systems that enable us to quantitatively estimate the gas concentration distribution and amount of leaked...

  • Proceeding Paper
  • Open Access
1 Citations
1,350 Views
5 Pages

14 December 2023

The study focuses on reducing noise and nonstationary backgrounds in data collected through active infrared thermography (AIRT) for defect detection in materials. The authors employ adaptive fixed-rank kriging to analyze a sequence of thermograms obt...

  • Proceeding Paper
  • Open Access
1 Citations
1,479 Views
5 Pages

12 December 2023

This study applied SVD (singular value decomposition) thermo-component analysis to defect detection using active infrared thermography. SVD decomposes time-series thermal image data into a temperature time-series waveform (PC) and a relative-value di...

  • Proceeding Paper
  • Open Access
2 Citations
2,082 Views
5 Pages

Monitoring Moisture Diffusion after Contact Sponge Application

  • Paolo Bison,
  • Gianluca Cadelano,
  • Giovanni Ferrarini,
  • Mario Girotto,
  • Erika Guolo,
  • Fabio Peron and
  • Monica Volinia

12 December 2023

The contact sponge method is applied on a piece of clay brick. According to the standard, the sponge is moistened with water, applied on the surface of the material by means of a cup, and weighted before and after the application. It allows us to det...

  • Proceeding Paper
  • Open Access
1,204 Views
5 Pages

7 December 2023

The noise-equivalent power is used to predict performance of infrared (IR) sensors. In a general IR or remote sensing system, the axes of the incoming chief ray of each pixel in the optical system and the center of that detector pixel are slightly mi...

  • Proceeding Paper
  • Open Access
1,158 Views
5 Pages

Train Pulses with a Random Spatial Distribution to Measure In-Plane Thermal Diffusivity

  • Paolo Bison,
  • Giovanni Ferrarini,
  • Christ Glorieux,
  • Shuji Kamegaki,
  • Junko Morikawa,
  • Stefano Rossi and
  • Meguya Ryu

30 November 2023

A thermal diffusivity measurement approach is proposed in which the sample is thermally excited by a periodic train of pulsed, spatially random laser light. The temperature field on the surface is observed by IR camera and the diffusion is recorded b...

  • Proceeding Paper
  • Open Access
1,362 Views
5 Pages

Diagnostic Biomarker for Breast Cancer Applying Rayleigh Low-Rank Embedding Thermography

  • Bardia Yousefi,
  • Xavier P. V. Maldague and
  • Fatemeh Hassanipour

29 November 2023

Thermography has found extensive application as a supplementary diagnostic tool in breast cancer diagnosis, notably complementing the clinical breast exam (CBE). Within dynamic thermography, matrix factorization methods have demonstrated their utilit...

  • Proceeding Paper
  • Open Access
1 Citations
1,729 Views
5 Pages

21 November 2023

As commonly used materials in building and interior furniture decoration, wood materials should be processed via the pyrolysis technique in order to improve their corrosion resistance, flame retardancy, and dimensional stability. However, during the...

  • Proceeding Paper
  • Open Access
1,429 Views
5 Pages

14 November 2023

Inductive thermography is a non-destructive testing method, whereby the workpiece to be inspected is slightly heated by a short inductive heating pulse. An infrared camera records the surface temperature during and after the heating pulse. As defects...

  • Proceeding Paper
  • Open Access
2 Citations
1,570 Views
5 Pages

9 November 2023

The latest improvements in infrared detectors enable the use of infrared thermography in many applications for outdoor temperature measurements through a low cost and easy to maintain solution. However, converting the radiative fluxes received by the...

  • Proceeding Paper
  • Open Access
1 Citations
1,548 Views
5 Pages

Non-Destructive Fatigue Evaluation through Thermophysical Properties Using Lock-In Thermography

  • Ryohei Fujita,
  • Natsuko Kudo,
  • Shun Abe,
  • M. J. Mohammad Fikry,
  • Jun Koyanagi,
  • Shinji Ogihara and
  • Hosei Nagano

8 November 2023

In this study, we proposed a non-destructive testing and evaluation (NDT&E) method for assessing the micro-scale fatigue damage of carbon-fiber-reinforced plastic (CFRP) structures. The process involves evaluating the thermophysical properties of...

  • Proceeding Paper
  • Open Access
1 Citations
1,673 Views
4 Pages

8 November 2023

Residual stress significantly affects the mechanical properties, physical properties, and durability of materials. It is meaningful to evaluate the residual stress using non-destructive methods. However, existing techniques are expensive and have low...

  • Proceeding Paper
  • Open Access
2 Citations
1,508 Views
5 Pages

The Thermal Diffusivity of Biochar Coating Deposited on a Heat Exchanger

  • Paolo Bison,
  • Giovanni Ferrarini,
  • Nicoló Morselli,
  • Alberto Muscio and
  • Stefano Rossi

3 November 2023

Biochar is a charcoal-like material obtained by burning organic wastes, coming from agricultural and forestry, in a controlled pyrolysis process. In this application, it is deposited on an aluminum foil of thickness 100 μm, which is used as a part...

  • Proceeding Paper
  • Open Access
1,769 Views
5 Pages

Exploring the Potential of Compressive Sensing Payloads for Earth Observation from Geostationary Platforms: An Instrumental Concept for Fire Monitoring

  • Donato Borrelli,
  • Massimo Baldi,
  • Dirk Berndt,
  • Lucas Bertoncini,
  • Tiziano Bianchi,
  • Lionel Bischof,
  • Guzman Borque Gallego,
  • Roberto Carlà,
  • Peter Coppo and
  • Valentina Raimondi
  • + 27 authors

7 November 2023

Earth observation (EO) payload performances in the infrared spectral region from geostationary platforms are often limited by spatial resolution. In this paper, we investigate an instrumental concept leveraging a compressive sensing paradigm and supe...

  • Proceeding Paper
  • Open Access
2 Citations
1,259 Views
5 Pages

Data Simulations of a Compressive Sensing Multispectral Imager in the Mid-Infrared Region and Its Performances for the Monitoring of High-Temperature Events

  • Donatella Guzzi,
  • Massimo Baldi,
  • Tiziano Bianchi,
  • Fabrizia Buongiorno,
  • Cinzia Lastri,
  • Enrico Magli,
  • Vanni Nardino,
  • Lorenzo Palombi,
  • Vito Romaniello and
  • Valentina Raimondi
  • + 4 authors

7 November 2023

The mid-infrared spectral (MIR) region is poorly exploited in Earth Observation (EO) applications despite its potential for impacting several application fields, from climatological studies to land management. Among these, high-temperature events (HT...

  • Proceeding Paper
  • Open Access
3 Citations
2,011 Views
5 Pages

The Impact of Spatial Resolution on Active Fire Monitoring Using Multispectral Satellite Imagery

  • Andrea Gonnelli,
  • Stefano Baronti,
  • Roberto Carlà and
  • Valentina Raimondi

6 November 2023

Several studies have already evaluated the ability to identify wildfires and their characteristics by using NOAA-AVHRR and EO-MODIS images, which have adequate spectral bands for these targets, although with a spatial resolution limited to 1 km and a...

  • Proceeding Paper
  • Open Access
1,201 Views
5 Pages

A Mathematical Model for the Description of Pulsed Thermography Applied to the Detection of Hidden Text

  • Giovanni Caruso,
  • Noemi Orazi,
  • Stefano Paoloni,
  • Ugo Zammit and
  • Fulvio Mercuri

6 November 2023

Non-destructive techniques for the analysis of cultural heritage items are of the outmost importance in order to understand better the artworks, to assess their conservation conditions and to evaluate a possible restoration intervention. Among these...

  • Proceeding Paper
  • Open Access
6 Citations
2,205 Views
4 Pages

6 November 2023

Soil Moisture (SM) is a key parameter in several research and application fields, from climate studies to farming, from natural disaster prediction to land management. In this respect, Earth Observation (EO) images have been widely recognized as a us...

  • Proceeding Paper
  • Open Access
1,108 Views
4 Pages

Cooling Simulation on Woven Polyester by Finite Elements for Improving Quality Inspection

  • Gunther Steenackers,
  • Ritchie Heirmans,
  • Simon Verspeek,
  • Sander De Vrieze,
  • Myriam Vanneste and
  • Bart Ribbens

6 November 2023

The aim of this research was to investigate the application possibilities of thermal simulations in the textile industry, focusing on simulating the cooling of a woven textile. This simulation aimed to compare the inspection results with the simulate...

  • Proceeding Paper
  • Open Access
1 Citations
1,126 Views
5 Pages

Study of Structural Damage of Leaves over the Infrared Narrow Bands

  • Roberto C. Barragán,
  • Marija Strojnik and
  • Ricardo Gonzalez-Romero

3 November 2023

We describe the degradation states of vegetation using a CMOS camera with NIR narrow band filters. Infrared bands provide vegetation parameters through reflectance, such as the water content and the cell order inside the leaf. Therefore, we can obser...

  • Proceeding Paper
  • Open Access
1,685 Views
5 Pages

1 November 2023

Optical centroid efficiency (OCE) is the traditional enclosed energy by the square detector pixel (the energy on detector (EOD)) averaged over all misalignments between the optical system and the pixel center. We examine the relationship between the...

  • Proceeding Paper
  • Open Access
1,545 Views
5 Pages

1 November 2023

A non-destructive inspection technique using infrared thermography and ultrasound excitation (ultrasound-excited thermography method) was focused on in this study. Although this method is effective in the detection of closed defects, the standing wav...

  • Proceeding Paper
  • Open Access
1 Citations
1,254 Views
5 Pages

Detection and Characterization of Short Fatigue Cracks by Conduction Thermography

  • Ester D’Accardi,
  • Davide Palumbo,
  • Rosa De Finis and
  • Umberto Galietti

1 November 2023

Stimulated thermography is a very common non-destructive testing (NDT) technique used for a wide range of applications and materials. An external excitation source is required to stimulate the component and detect defects. Electric currents can be us...

  • Proceeding Paper
  • Open Access
1,301 Views
5 Pages

Development of a New Lubricant Degradation Monitoring Technique Using Terahertz Electromagnetic Waves

  • Hiroki Kawano,
  • Daiki Shiozawa,
  • Tomohiro Ooyagi,
  • Yuki Ogawa and
  • Takahide Sakagami

31 October 2023

Condition monitoring of lubricating oil is an effective method for early detection of abnormalities in rotating machinery in plants. In this research, a new monitoring technique for lubricant degradation using terahertz waves, which are electromagnet...

  • Proceeding Paper
  • Open Access
9 Citations
3,608 Views
5 Pages

Thermal Data Augmentation Approach for the Detection of Corrosion in Pipes Using Deep Learning and Finite Element Modelling

  • Reza Khoshkbary Rezayiye,
  • Kevin Laurent,
  • Parham Nooralishahi,
  • Clemente Ibarra-Castanedo and
  • Xavier Maldague

31 October 2023

Defects in in-service pipelines, including corrosion under insulation (CUI) and thickness loss, pose significant challenges to asset integrity in the oil and gas industry. These defects are particularly hazardous as they often remain unnoticed. The a...

  • Proceeding Paper
  • Open Access
6 Citations
1,605 Views
5 Pages

Method for Quantitative Assessment of Moisture Content of Porous Building Materials Based on Measurement of Thermal Inertia with Active Infrared Thermography

  • Gianluca Cadelano,
  • Nicola Stecchetti,
  • Paolo Bison,
  • Alessandro Bortolin,
  • Marina Facci,
  • Giovanni Ferrarini,
  • Antonio Galgaro,
  • Stefano Rossi and
  • Eloisa Di Sipio

31 October 2023

The presence of moisture in masonry is crucial because it causes and exacerbates various deterioration mechanisms, such as crystallization of salts, mechanical stresses due to freeze–thaw cycles, biological degradation, etc. The assessment of t...

  • Proceeding Paper
  • Open Access
1 Citations
1,419 Views
4 Pages

Compact Thermographic Device with Built-in Active Reference Element for Increased Measurement Accuracy

  • Michal Švantner,
  • Vladislav Lang,
  • Jiří Skála,
  • Tomáš Kohlschütter,
  • Jan Šroub,
  • Lukáš Muzika,
  • Jan Klepáček and
  • Milan Honner

30 October 2023

Many common thermographic cameras have quite good sensitivity (0.05 °C or better) but limited accuracy, often about ±2 °C. This is not sufficient for quantitative measurements such as human body temperature diagnostics, where an accura...

  • Proceeding Paper
  • Open Access
4 Citations
1,941 Views
4 Pages

Investigating the Role of Subaerial Biofilms in Cultural Heritage Conservation with Infrared Thermography

  • Jacopo Melada,
  • Federica Villa,
  • Mauro Giudici,
  • Ilenia Battaglia,
  • Enrico Carangelo,
  • Alessia Marzanni,
  • Davide Ripamonti and
  • Nicola Ludwig

30 October 2023

Understanding the impact of subaerial biofilms (SABs) on geomaterial weathering is crucial for the sustainable conservation of cultural heritage belements. As SABs can either exacerbate or mitigate sudden thermal or hygroscopic stress, it is essentia...

  • Proceeding Paper
  • Open Access
1,444 Views
4 Pages

30 October 2023

An outbreak of infectious diseases has highlighted the importance of the early detection and prevention of high temperatures or fevers, which are some of the main symptoms of many diseases. Thermal cameras have become a promising tool for the detecti...

  • Proceeding Paper
  • Open Access
4 Citations
2,280 Views
5 Pages

Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning

  • Francesco Conti,
  • Martina Banchelli,
  • Valentina Bessi,
  • Cristina Cecchi,
  • Fabrizio Chiti,
  • Sara Colantonio,
  • Cristiano D’Andrea,
  • Marella de Angelis,
  • Davide Moroni and
  • Paolo Matteini
  • + 3 authors

27 October 2023

The cerebrospinal fluid (CSF) of 19 subjects who received a clinical diagnosis of Alzheimer’s disease (AD) as well as of 5 pathological controls was collected and analyzed by Raman spectroscopy (RS). We investigated whether the raw and preproce...

  • Proceeding Paper
  • Open Access
7 Citations
2,280 Views
4 Pages

27 October 2023

Alumina ceramics are widely used in the military as a component of ballistic covers due to their high number of mechanical properties such as strength, hardness, and wear resistance. However, alumina exhibits brittle fracture behavior which may lead...

  • Proceeding Paper
  • Open Access
1,230 Views
4 Pages

26 October 2023

The thermal properties of a two-layered composite conductor are modified in the case that the interface is damaged. The present paper deals with the nondestructive evaluation of the perturbations of interface thermal conductance due to the presence o...

  • Proceeding Paper
  • Open Access
2 Citations
2,230 Views
5 Pages

Deterioration Detection of Heavy-Duty Anticorrosion Coating Using Near-Infrared Hyperspectral Imaging

  • Shinsuke Haruna,
  • Yuki Ogawa,
  • Takumi Sakata,
  • Daiki Shiozawa,
  • Takahide Sakagami,
  • Yoshiteru Yokoi and
  • Takeshi Sugiyama

26 October 2023

Steel bridges are usually painted with anticorrosion coatings. Early detection of the deterioration of the top coat is important for preventive maintenance. To detect the exposed area of the middle coat due to the deterioration of the top coat, this...

  • Proceeding Paper
  • Open Access
4 Citations
1,596 Views
5 Pages

Grading of Melanoma Tissues by Raman MicroSpectroscopy

  • Gianmarco Lazzini and
  • Mario D’Acunto

26 October 2023

Melanoma is one of the most aggressive forms of cancer. Early-stage diagnosis is therefore a landmark for the success of the therapies and to improve the prognosis. Raman spectroscopy represents a powerful and label-free approach for the molecular ch...

  • Proceeding Paper
  • Open Access
1,668 Views
5 Pages

Improvement of Anticorrosion Coating Thickness Measurement Using Multi-Wavelength Lock-In Infrared Data Processing

  • Tatsuhito Morimoto,
  • Yuki Ogawa,
  • Takumi Sakata,
  • Daiki Shiozawa and
  • Takahide Sakagami

26 October 2023

Steel structures are usually coated with anticorrosion coatings. Authors have developed a detection method of coating deterioration by infrared measurement. The mid-wavelength infrared camera captures both the reflection from the coating surface and...

  • Proceeding Paper
  • Open Access
1,717 Views
4 Pages

Development and Application of a Rapid Scan Technique for Emissivity Measurements of Cooled-Down Molten Materials

  • Ilse Maria Ermini,
  • Lionel Cosson,
  • Franck Fayon,
  • Iñigo González De Arrieta,
  • Olivier Rozenbaum,
  • Pierrick Vespa and
  • Domingos De Sousa Meneses

The real-time observation of molten materials and their cooling to solid state is of importance for many industrial processes. In this work, we describe additional possibilities obtained by the implementation of a Rapid Scan technique on an FT-IR emi...

  • Proceeding Paper
  • Open Access
1 Citations
2,247 Views
5 Pages

Enhancing the Thermal Inspection of Buildings Using Texture Analysis

  • Setayesh Hesam,
  • Reza Khoshkbary Rezayiye,
  • Clemente Ibarra-Castanedo and
  • Xavier Maldague

The thermographic inspection of buildings is a powerful and non-invasive method for monitoring and diagnosing building performance and structural integrity. It can effectively detect moisture, evaluate heat loss, and assess building’s roofs. Th...

  • Proceeding Paper
  • Open Access
1,502 Views
5 Pages

Exploring the Correlation between Thermal Diffusivity and Ultimate Tensile Strength in Usibor® 1500 through Laser Thermography

  • Giuseppe Dell’Avvocato,
  • Paolo Bison,
  • Giovanni Ferrarini,
  • Maria Emanuela Palmieri,
  • Davide Palumbo,
  • Luigi Tricarico and
  • Umberto Galietti

This paper presents a non-destructive laser thermography (LT) procedure for estimating Usibor® 1500 ultimate tensile strength (UTS) based on thermal diffusivity measurements. The key innovation lies in the revealed inverse relationship between th...

  • Proceeding Paper
  • Open Access
5 Citations
2,884 Views
5 Pages

IR Thermography for Non-Destructive Monitoring of Moisture in Cultural Heritage

  • Erika Guolo,
  • Paolo Ruggeri,
  • Paolo Bison and
  • Fabio Peron

One of the main sources of damage to historical buildings is the presence of humidity. It is fundamental to develop a diagnosis protocol to identify the presence of water, evaluate the damage in a building (the whole structure, part of it or individu...

  • Proceeding Paper
  • Open Access
5 Citations
2,127 Views
5 Pages

Laser Thermography: An Investigation of Test Parameters on Detection and Quantitative Assessment in a Finite Crack

  • Giuseppe Danilo Addante,
  • Giuseppe Dell’Avvocato,
  • Francesco Bisceglia,
  • Ester D’Accardi,
  • Davide Palumbo and
  • Umberto Galietti

This preliminary study investigates the influence of test parameters on the detection and quantitative assessment of cracks using laser thermography. Cracks pose significant material design and analysis concerns, compromising the structural strength...

  • Proceeding Paper
  • Open Access
1 Citations
1,755 Views
4 Pages

Identification of Thyroid Papillary Carcinoma and Adenoma through Thermal Imaging: Preliminary Results

  • David Perpetuini,
  • Daniela Cardone,
  • Roberto Manunzio,
  • Angelica Buffone,
  • Arcangelo Merla and
  • Aldo Bove

Infrared thermography (IRT) is a non-invasive technique used to discriminate thyroid carcinoma (TC) patients from healthy controls (HC) employing cold-stress protocols. This study investigated the capability of IRT to identify TC, thyroid adenoma (TA...

  • Proceeding Paper
  • Open Access
5 Citations
2,510 Views
4 Pages

Infrared thermography is a non-destructive testing method used to detect defects in materials and structures. Machine learning algorithms have been applied to thermographic data to automate the defect detection process. Data preparation and feature e...

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