{"title":"太阳载荷红外热成像技术在活动艺术品无创检测中的应用:多元快速迭代滤波和多维快速迭代滤波对二维数据技术的贡献","authors":"Reagan Kasonsa Tshiangomba , Gilda Russo , Yinuo Ding , Enza Pellegrino , Hai Zhang , Stefano Sfarra , Antonio Cicone","doi":"10.1016/j.infrared.2025.105770","DOIUrl":null,"url":null,"abstract":"<div><div>This work is focalized on the application of two recent techniques, i.e. Multivariate Fast Iterative Filtering (MvFIF) and Multidimensional Fast Iterative Filtering for 2D data (FIF2), that have demonstrated their ability in the pre-processing phase of raw thermal images acquired under the so-called solar loading scenario applied to movable arts (i.e., ancient books and paintings on canvas). The thermographic acquisitions lasted several hours during two separate days. On the one hand, weather forecasts were held in high regard because MvFIF and FIF2 work well in case of signal oscillations caused, in our case, by wind and/or shadows cast. On the other hand, the sun is needed to generate heat transfer through the samples under test (SUT) exposed outdoors. The application of principal component thermography (PCT) to raw and pre-processed thermal images highlights the contribution of MvFIF and FIF2 as a useful step in defect detection. The mathematical part behind FIF2 and MvFIF is underlined in the work, as well as pros and cons of their application in thermographic image processing.</div></div>","PeriodicalId":13549,"journal":{"name":"Infrared Physics & Technology","volume":"147 ","pages":"Article 105770"},"PeriodicalIF":3.1000,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Solar loading infrared thermography method for the non-invasive inspection of movable arts: The contribution of Multivariate Fast Iterative Filtering and Multidimensional Fast Iterative Filtering for 2D data techniques\",\"authors\":\"Reagan Kasonsa Tshiangomba , Gilda Russo , Yinuo Ding , Enza Pellegrino , Hai Zhang , Stefano Sfarra , Antonio Cicone\",\"doi\":\"10.1016/j.infrared.2025.105770\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This work is focalized on the application of two recent techniques, i.e. Multivariate Fast Iterative Filtering (MvFIF) and Multidimensional Fast Iterative Filtering for 2D data (FIF2), that have demonstrated their ability in the pre-processing phase of raw thermal images acquired under the so-called solar loading scenario applied to movable arts (i.e., ancient books and paintings on canvas). The thermographic acquisitions lasted several hours during two separate days. On the one hand, weather forecasts were held in high regard because MvFIF and FIF2 work well in case of signal oscillations caused, in our case, by wind and/or shadows cast. On the other hand, the sun is needed to generate heat transfer through the samples under test (SUT) exposed outdoors. The application of principal component thermography (PCT) to raw and pre-processed thermal images highlights the contribution of MvFIF and FIF2 as a useful step in defect detection. The mathematical part behind FIF2 and MvFIF is underlined in the work, as well as pros and cons of their application in thermographic image processing.</div></div>\",\"PeriodicalId\":13549,\"journal\":{\"name\":\"Infrared Physics & Technology\",\"volume\":\"147 \",\"pages\":\"Article 105770\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-02-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Infrared Physics & Technology\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1350449525000635\",\"RegionNum\":3,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"INSTRUMENTS & INSTRUMENTATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Infrared Physics & Technology","FirstCategoryId":"101","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1350449525000635","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"INSTRUMENTS & INSTRUMENTATION","Score":null,"Total":0}
Solar loading infrared thermography method for the non-invasive inspection of movable arts: The contribution of Multivariate Fast Iterative Filtering and Multidimensional Fast Iterative Filtering for 2D data techniques
This work is focalized on the application of two recent techniques, i.e. Multivariate Fast Iterative Filtering (MvFIF) and Multidimensional Fast Iterative Filtering for 2D data (FIF2), that have demonstrated their ability in the pre-processing phase of raw thermal images acquired under the so-called solar loading scenario applied to movable arts (i.e., ancient books and paintings on canvas). The thermographic acquisitions lasted several hours during two separate days. On the one hand, weather forecasts were held in high regard because MvFIF and FIF2 work well in case of signal oscillations caused, in our case, by wind and/or shadows cast. On the other hand, the sun is needed to generate heat transfer through the samples under test (SUT) exposed outdoors. The application of principal component thermography (PCT) to raw and pre-processed thermal images highlights the contribution of MvFIF and FIF2 as a useful step in defect detection. The mathematical part behind FIF2 and MvFIF is underlined in the work, as well as pros and cons of their application in thermographic image processing.
期刊介绍:
The Journal covers the entire field of infrared physics and technology: theory, experiment, application, devices and instrumentation. Infrared'' is defined as covering the near, mid and far infrared (terahertz) regions from 0.75um (750nm) to 1mm (300GHz.) Submissions in the 300GHz to 100GHz region may be accepted at the editors discretion if their content is relevant to shorter wavelengths. Submissions must be primarily concerned with and directly relevant to this spectral region.
Its core topics can be summarized as the generation, propagation and detection, of infrared radiation; the associated optics, materials and devices; and its use in all fields of science, industry, engineering and medicine.
Infrared techniques occur in many different fields, notably spectroscopy and interferometry; material characterization and processing; atmospheric physics, astronomy and space research. Scientific aspects include lasers, quantum optics, quantum electronics, image processing and semiconductor physics. Some important applications are medical diagnostics and treatment, industrial inspection and environmental monitoring.