Journal of Cultural Heritage最新文献

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ours Elsevier 爱思唯尔熊
IF 3.5 2区 综合性期刊
Journal of Cultural Heritage Pub Date : 2024-09-01 DOI: 10.1016/S1296-2074(24)00190-0
{"title":"ours Elsevier","authors":"","doi":"10.1016/S1296-2074(24)00190-0","DOIUrl":"10.1016/S1296-2074(24)00190-0","url":null,"abstract":"","PeriodicalId":15480,"journal":{"name":"Journal of Cultural Heritage","volume":"69 ","pages":"Page ii"},"PeriodicalIF":3.5,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1296207424001900/pdfft?md5=024c2dc1d229ffcb90c9798f04bdf0f5&pid=1-s2.0-S1296207424001900-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142172400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intangible heritage restoration of damaged tomb murals through augmented reality technology: A case study of Zhao Yigong Tomb murals in Tang Dynasty of China 通过增强现实技术修复受损古墓壁画的非物质遗产:中国唐代赵翼公墓壁画案例研究
IF 3.5 2区 综合性期刊
Journal of Cultural Heritage Pub Date : 2024-09-01 DOI: 10.1016/j.culher.2024.08.005
Sun Zheng
{"title":"Intangible heritage restoration of damaged tomb murals through augmented reality technology: A case study of Zhao Yigong Tomb murals in Tang Dynasty of China","authors":"Sun Zheng","doi":"10.1016/j.culher.2024.08.005","DOIUrl":"10.1016/j.culher.2024.08.005","url":null,"abstract":"<div><p>Tomb murals are a precious amalgamation of tangible and intangible heritage, encapsulating profound historical significance and aesthetic value. While tangible heritage often gains more attention than intangible heritage in cultural protection, it is still imperative to acknowledge that intangible heritage complements and substantiates the historical, cultural and artistic context. Tomb murals contain intangible heritage elements such as religious practices, customs and artistic techniques. Tomb murals from the Tang Dynasty of China showcase the cultural richness of both tangible and intangible heritage. Nevertheless, there are many challenges to the protection of Tang Dynasty tomb murals. In light of these challenges, the current study aims to protect the intangible heritage embodied in Tang Dynasty tomb murals through augmented reality technology. A Tang Dynasty tomb, the Zhao Yigong Tomb, has been selected as the research object. Seven murals from this tomb were restored using a process involving two-dimensional and three-dimensional modelling combined with augmented reality (AR) technology. Throughout the restoration process, the current study explores the impact of religious customs associated with the Zhao Yigong Tomb on mural contents and artistic techniques. The scenes depicted in these seven murals were integrated into an on-cloud AR platform to establish an effective process for protecting intangible heritage in tomb murals and stimulate further research, design and development. This study identifies the target audience as researchers, educators and college students interested in history, art and culture. To evaluate the current study, researchers and educators with relevant working backgrounds and college student participants with different backgrounds and interests were invited to test the AR application in the field, followed by one-to-one interviews for a usability assessment. The usability assessment shows that the AR application is widely accepted. In addition to adding information interactively, it helps the audience to improve their understanding of Tang Dynasty art and culture.</p></div>","PeriodicalId":15480,"journal":{"name":"Journal of Cultural Heritage","volume":"69 ","pages":"Pages 135-147"},"PeriodicalIF":3.5,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142098975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multifunctional organic-inorganic hybrid coating for enhanced bronze corrosion protection 用于增强青铜腐蚀防护的多功能有机-无机杂化涂层
IF 3.5 2区 综合性期刊
Journal of Cultural Heritage Pub Date : 2024-09-01 DOI: 10.1016/j.culher.2024.08.003
Wenling Wu , Xuan Zhang , Yinghao Chen , Juan Ji , Fang Zhang , Jiang Guo , Ting Zhao , Jianfeng Zhu , Hongjie Luo
{"title":"Multifunctional organic-inorganic hybrid coating for enhanced bronze corrosion protection","authors":"Wenling Wu ,&nbsp;Xuan Zhang ,&nbsp;Yinghao Chen ,&nbsp;Juan Ji ,&nbsp;Fang Zhang ,&nbsp;Jiang Guo ,&nbsp;Ting Zhao ,&nbsp;Jianfeng Zhu ,&nbsp;Hongjie Luo","doi":"10.1016/j.culher.2024.08.003","DOIUrl":"10.1016/j.culher.2024.08.003","url":null,"abstract":"<div><p>Bronze relics with vital historical, artistic, and scientific value, are one of the significant symbolizations of human civilization. However, due to the long burial time and the change in storage conditions, an inevitable and thorny problem arises in preventing the ancient bronze relics from corrosion. Coatings have great potential for metal corrosion protection at present. This study prepared a multifunctional coating consisting of zinc oxide (ZnO), titanium dioxide (TiO<sub>2</sub>), and fluoroethylene vinyl ether (FEVE) polymer by an organic-inorganic hybrid, which was applied onto the surface of corroded bronze using a self-assembly method and spraying. The rough structure of composite coating resembling that of the mastoid structure found on lotus leaf, effectively prolongs the transmission path of corrosive ions while preventing bronze contact with the corrosive media. Additionally, this study mainly investigated the bronze anti-corrosion mechanism through an electrochemical analysis perspective. Electrochemical tests revealed the lower corrosion current density, and the positive corrosion potential of multifunctional FEVE@ZnO/TiO<sub>2</sub> coating immersion in 3.5 wt% NaCl solution. The experimental results demonstrate that the synergistic effect of organic-inorganic significantly enhances corrosion resistance by retarding the corrosion process and providing active protection against corrosion. The multifunctional coating also exhibits exceptional self-cleaning properties and weatherability when without changing the bronze color and appearance. Consequently, this preparation strategy and research approach for constructing a multifunction coating has a great application prospect in the conservation of bronze relics and metal anti-corrosion.</p></div>","PeriodicalId":15480,"journal":{"name":"Journal of Cultural Heritage","volume":"69 ","pages":"Pages 113-125"},"PeriodicalIF":3.5,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142098973","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analytical methodological adaptations for sampling ancient pigments in provenance research 在来源研究中对古代颜料取样的分析方法调整
IF 3.5 2区 综合性期刊
Journal of Cultural Heritage Pub Date : 2024-09-01 DOI: 10.1016/j.culher.2024.08.004
Alexandra Rodler-Rørbo , Cecilie Brøns , Nathalie Tepe , Alicia Van Ham-Meert , Gilberto Artioli , Robert Frei , Thilo Hofmann , Christian Koeberl
{"title":"Analytical methodological adaptations for sampling ancient pigments in provenance research","authors":"Alexandra Rodler-Rørbo ,&nbsp;Cecilie Brøns ,&nbsp;Nathalie Tepe ,&nbsp;Alicia Van Ham-Meert ,&nbsp;Gilberto Artioli ,&nbsp;Robert Frei ,&nbsp;Thilo Hofmann ,&nbsp;Christian Koeberl","doi":"10.1016/j.culher.2024.08.004","DOIUrl":"10.1016/j.culher.2024.08.004","url":null,"abstract":"<div><p>Mineral pigment provenance is a promising direction in cultural heritage particularly in ancient polychromy research. The analysis of trace elements and Pb-isotopes can provide clues about the origin of pigment raw materials. While previous investigations already showed great potential for provenancing archeological-historical mineral pigments, sampling methods and reference data collections need to be developed further to evaluate the potential and limitations of this type of research. This work tests a new sampling method for pigment provenance research that collects sample material with easily available (suffused) cotton swabs for analysis by mass spectrometry. Three artifacts decorated with Egyptian blue and red pigments were selected for comparing sampling with cotton swabs to sampling with a scalpel. All three artifacts date to the 1st century BCE: The first is a colossal marble head from Lazio, Italy, which probably belonged to a seated cult statue of Zeus, and with extensive remains of ancient red paint. The two artifacts (a slag and a fragment of a terracotta vessel) were recovered during Petrie's excavations of an Egyptian blue production facility in Memphis, Egypt. The new results are consistent with previous studies, which provides the necessary quality control for the cotton swab sampling method. This work contributes to improving sampling methods for pigment provenance analysis as well as to a better understanding of past pigment production and trade networks.</p></div>","PeriodicalId":15480,"journal":{"name":"Journal of Cultural Heritage","volume":"69 ","pages":"Pages 126-134"},"PeriodicalIF":3.5,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142098974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Flexible-rigid hybrid siloxane network for stone heritage conservation 用于石质文物保护的柔性-刚性混合硅氧烷网络
IF 3.5 2区 综合性期刊
Journal of Cultural Heritage Pub Date : 2024-09-01 DOI: 10.1016/j.culher.2024.07.006
Zheng Li , Chen Jia , Jinhua Wang , Ying Liu , Hao Wu , Wei Luo , Rong Wang , Jizhong Huang , Fanxing Bu
{"title":"Flexible-rigid hybrid siloxane network for stone heritage conservation","authors":"Zheng Li ,&nbsp;Chen Jia ,&nbsp;Jinhua Wang ,&nbsp;Ying Liu ,&nbsp;Hao Wu ,&nbsp;Wei Luo ,&nbsp;Rong Wang ,&nbsp;Jizhong Huang ,&nbsp;Fanxing Bu","doi":"10.1016/j.culher.2024.07.006","DOIUrl":"10.1016/j.culher.2024.07.006","url":null,"abstract":"<div><p>Siloxane oligomers produced through the hydrolysis of tri-alkoxysilanes or tetra-alkoxysilanes have been widely used as consolidants for stone heritage. However, the resulting xerogels tend to crack due to the volume shrinkage after curing. In this study, a novel flexible-rigid hybrid siloxane oligomer material is designed by the self-catalyzed copolymerization of di-alkoxysilane (3-Aminopropyl) dimethoxymethylsilane with tetra-alkoxysilane tetraethyl orthosilicate. The flexible linear Si<img>O<img>Si segments produced by di-alkoxysilane are inserted into the tetra-alkoxysilane derived rigid three-dimensional silicon-oxygen domains, as confirmed by spectroscopic characterizations. This unique structure alleviates the shrinkage stress during curing and enables the formation of crack-free xerogels. Therefore, the hybrid siloxane oligomer can invade into the interior of weathered stone to form one three-dimensional continuous network to strengthen its fragile structure. As a result, the flexible-rigid hybrid siloxane oligomer outperforms both as-made polysiloxane consolidant and commercial consolidant for the consolidation of the weathered Tianlong Mountain Grottoes stone samples. The consolidation treatment was evaluated in terms of effectiveness (Leeb hardness, ultrasonic velocity and compressive strength) and compatibility (pore size distribution, water vapor transmission rate and color variation). Following the treatment, the consolidated samples demonstrate remarkable improvements in mechanical properties, reaching a Leeb hardness of 410 HL and a compressive strength of 8.98 Mpa. Additionally, permeability and color variation of the stone after consolidation are all within acceptable ranges. The results confirm the positive consolidation performance of the flexible-rigid hybrid siloxane oligomer on weathered Tianlong Mountain Grottoes stone, indicating promising practical applications.</p></div>","PeriodicalId":15480,"journal":{"name":"Journal of Cultural Heritage","volume":"69 ","pages":"Pages 148-157"},"PeriodicalIF":3.5,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142099700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nanostructured metal oxide based coating for the protection and conservation of cultural heritage: A comprehensive review 用于保护和保存文化遗产的纳米结构金属氧化物涂层:综述
IF 3.5 2区 综合性期刊
Journal of Cultural Heritage Pub Date : 2024-08-22 DOI: 10.1016/j.culher.2024.08.001
Sanhita Mandal , Pankaj Kumar , Bangmaya Satpathy , Karabi Das , Siddhartha Das
{"title":"Nanostructured metal oxide based coating for the protection and conservation of cultural heritage: A comprehensive review","authors":"Sanhita Mandal ,&nbsp;Pankaj Kumar ,&nbsp;Bangmaya Satpathy ,&nbsp;Karabi Das ,&nbsp;Siddhartha Das","doi":"10.1016/j.culher.2024.08.001","DOIUrl":"10.1016/j.culher.2024.08.001","url":null,"abstract":"<div><p>The progression in the use of nanostructured metal oxide or metal oxide based polymeric nanocomposite for the conservation and refurbishment of cultural heritage are presented in this review. Starting from the definition of nanoparticles, their major synthesis techniques, the paper briefly describes the utilization of various metal oxide nanoparticles and metal oxide based polymeric nanocomposite coatings and their surface protection functions including self-cleaning, increased photocatalytic activity, biocidal effects, UV blocking properties and compatibility with the different types of substrates including wood, stones, bricks and paper focussing on their potential usage and their application in the arena of remediation of cultural heritage.</p></div>","PeriodicalId":15480,"journal":{"name":"Journal of Cultural Heritage","volume":"69 ","pages":"Pages 94-112"},"PeriodicalIF":3.5,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142044709","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Green synthesis of silver-titanium dioxide nanoparticles using chestnut extract for the preservation of leather artifacts 利用板栗提取物绿色合成用于皮革文物保护的二氧化钛银纳米粒子
IF 3.5 2区 综合性期刊
Journal of Cultural Heritage Pub Date : 2024-08-19 DOI: 10.1016/j.culher.2024.08.002
Jia Fan , Mingrui Zhang , Jie Liu , Yong Lei , Mǎdǎlina Georgiana Albu Kaya , Keyong Tang
{"title":"Green synthesis of silver-titanium dioxide nanoparticles using chestnut extract for the preservation of leather artifacts","authors":"Jia Fan ,&nbsp;Mingrui Zhang ,&nbsp;Jie Liu ,&nbsp;Yong Lei ,&nbsp;Mǎdǎlina Georgiana Albu Kaya ,&nbsp;Keyong Tang","doi":"10.1016/j.culher.2024.08.002","DOIUrl":"10.1016/j.culher.2024.08.002","url":null,"abstract":"<div><p>The deterioration of leather artifacts can be caused by exposure to light, pollutants, microbes, and oxidation. In this work, silver-titanium dioxide nanoparticles (Ag-TiO<sub>2</sub> NPs) were synthesized using chestnut extract as both a template and a reducing agent, providing UV light shielding, self-cleaning capacity, antibacterial activity, and antioxidant capacity. The results indicated that the addition of chestnut extract and Ag significantly enhanced the UV light shielding capability of Ag-TiO<sub>2</sub> NPs by enhancing the light absorption efficiency, as well as reduced the band gap from 3.20 eV to 2.82 eV, and improved the self-cleaning capability as evidenced by an increase in Congo red (CR) dye degradation rate from 26 % to 55 %. Additionally, Ag-TiO<sub>2</sub> NPs also exhibited remarkable antibacterial activity, as evidenced by a significant increase in the inhibition zone against bacteria, as well as enhanced antioxidant capability with the DPPH free radical scavenging capability increased from 22 % to 88 %. After Ag-TiO<sub>2</sub> NPs treatment, there was no obvious change in the appearance of leather, while the antibacterial activity of leather was significantly increased. The Ag-TiO<sub>2</sub> NPs produced through a green approach could offer robust UV light shielding, self-cleaning capacity, antibacterial activity, and antioxidant capacity to prevent the deterioration of leather artifacts, making a significant contribution to the long-term preservation of cultural heritage.</p></div>","PeriodicalId":15480,"journal":{"name":"Journal of Cultural Heritage","volume":"69 ","pages":"Pages 86-93"},"PeriodicalIF":3.5,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142006501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep learning for the detection and classification of adhesion defects in antique plaster layers 深度学习用于检测和分类仿古灰泥层中的附着缺陷
IF 3.5 2区 综合性期刊
Journal of Cultural Heritage Pub Date : 2024-08-17 DOI: 10.1016/j.culher.2024.07.012
Michele Lo Giudice, Francesca Mariani, Giosuè Caliano, Alessandro Salvini
{"title":"Deep learning for the detection and classification of adhesion defects in antique plaster layers","authors":"Michele Lo Giudice,&nbsp;Francesca Mariani,&nbsp;Giosuè Caliano,&nbsp;Alessandro Salvini","doi":"10.1016/j.culher.2024.07.012","DOIUrl":"10.1016/j.culher.2024.07.012","url":null,"abstract":"<div><p>This paper aims is to show an automated intelligent measurement system for the detection of adhesion defects between architectural antique plaster layers. The method emulates the traditional conservators’ procedure based on acoustical perturbations, auscultation, detection and classification. The system makes use of a hardware device, known in literature as PICUS, for the generation and acquisition of acoustic signals, while the processing of the acquired signals is handled by a deep learning (DL) architecture designed ad hoc. After a brief description of the PICUS system and the acoustic data acquisition procedure, the whole architecture of the DL system is carefully described. The proposed method has been validated by a significant case study. The system shows an accuracy of up to 82% (<span><math><mo>±</mo></math></span> 2%) in multi-class classification and up to 99% (<span><math><mo>±</mo></math></span> 1%) in binary classification. In particular, the obtained results suggest a satisfactory precision in the detection of areas where stabilization is necessary.</p></div>","PeriodicalId":15480,"journal":{"name":"Journal of Cultural Heritage","volume":"69 ","pages":"Pages 78-85"},"PeriodicalIF":3.5,"publicationDate":"2024-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S129620742400150X/pdfft?md5=7d5d7b8c1318f230fbd870f3ba87bf95&pid=1-s2.0-S129620742400150X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141997848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Seeing is believing: An Augmented Reality application for Palaeolithic rock art 眼见为实:旧石器时代岩石艺术的增强现实应用
IF 3.5 2区 综合性期刊
Journal of Cultural Heritage Pub Date : 2024-08-16 DOI: 10.1016/j.culher.2024.07.007
Olivia Rivero , Antonio Dólera , Miguel García-Bustos , Xabier Eguilleor-Carmona , Ana María Mateo-Pellitero , Juan Francisco Ruiz-López
{"title":"Seeing is believing: An Augmented Reality application for Palaeolithic rock art","authors":"Olivia Rivero ,&nbsp;Antonio Dólera ,&nbsp;Miguel García-Bustos ,&nbsp;Xabier Eguilleor-Carmona ,&nbsp;Ana María Mateo-Pellitero ,&nbsp;Juan Francisco Ruiz-López","doi":"10.1016/j.culher.2024.07.007","DOIUrl":"10.1016/j.culher.2024.07.007","url":null,"abstract":"<div><p>By developing new recording methodologies, current rock art studies generate a large amount of graphic information about sites (tracings, photographs, three-dimensional reproductions) providing visibility of this fragile and little-known heritage, whose accessibility is often difficult or impossible for the general public. In addition, many rock art depictions are challenging to observe, due to the very nature of the artistic entities (fine engravings or faded paintings in karst environments or open-air sites with poor or changing light conditions), or to conservation problems derived from natural factors such as erosion and geological and biological processes, as well as from anthropic factors. These conditions make rock art depictions nearly indistinguishable in many places and on many objects today, except for experts. This difficulty of accessing and visualising rock art heritage, located in fragile environments and often challenging places such as caves or difficult-to-reach open-air sites, makes the information and knowledge generated by investigation of this heritage asset difficult to transfer to society in general, which is frequently unaware of the priceless value of this heritage. The present study proposes generating several mechanisms to transfer the results of research, restitution and documentation of rock art to society in general. An AR (Augmented Reality) application has been developed using LiDAR (Light Detection and Ranging) technology to address current challenges in implementing AR technologies in low-light environments. So far, this app has been developed in a Proof-of-Concept project at Spanish archaeological sites such as Hornos de la Peña (Cantabria), Domingo García (Segovia) and La Salud (Salamanca). This application will be particularly interesting for sites currently visited with or without a guide, allowing user interactivity and real-time reconstruction, for example, of the visibility of graphic motifs.</p></div>","PeriodicalId":15480,"journal":{"name":"Journal of Cultural Heritage","volume":"69 ","pages":"Pages 67-77"},"PeriodicalIF":3.5,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1296207424001456/pdfft?md5=8729fee9c2046dc0ef3dfec03e9cae79&pid=1-s2.0-S1296207424001456-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141993131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deterioration identification of stone cultural heritage based on hyperspectral image texture features 基于高光谱图像纹理特征的石质文化遗产劣化识别
IF 3.5 2区 综合性期刊
Journal of Cultural Heritage Pub Date : 2024-08-12 DOI: 10.1016/j.culher.2024.07.011
Xingyue Li , Haiqing Yang , Chiwei Chen , Gang Zhao , Jianghua Ni
{"title":"Deterioration identification of stone cultural heritage based on hyperspectral image texture features","authors":"Xingyue Li ,&nbsp;Haiqing Yang ,&nbsp;Chiwei Chen ,&nbsp;Gang Zhao ,&nbsp;Jianghua Ni","doi":"10.1016/j.culher.2024.07.011","DOIUrl":"10.1016/j.culher.2024.07.011","url":null,"abstract":"<div><p>Deterioration investigation is an essential foundation for understanding the preservation status of stone cultural heritage, as well as for carrying out emergency and preventive conservation. Traditional photogrammetry method for deterioration investigation in stone cultural heritage heavily relies on personnel experience and has low automation. To accurately evaluate the degree of deterioration and quantify its scale, different algorithms are used to establish the rebound value prediction model and deterioration identification model based on the hyperspectral image. The effects of different wavelength selection methods and different classification models are compared. The results show that the rebound value inversion model constructed by CARS and PLS delivers the most accurate forecasts, with <em>R<sup>2</sup></em> being no less than 0.85. The maximum error of the model when applied in the field does not exceed 20%. Different types of deterioration can be initially identified by the normalized spectral index constructed from the 530 nm and 675 nm wavelengths. In addition, all four classification models based on hyperspectral imaging texture features can identify different types of deterioration. The LGBM model has the highest identification accuracy of 0.98. It also has good performance in field identification. This study provides a new method for deterioration investigation in stone cultural heritage.</p></div>","PeriodicalId":15480,"journal":{"name":"Journal of Cultural Heritage","volume":"69 ","pages":"Pages 57-66"},"PeriodicalIF":3.5,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141978819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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