Artificial intelligence-assisted visual inspection for cultural heritage: State-of-the-art review

Mishra, Mayank; Lourenço, Paulo B.

doi:10.1016/j.culher.2024.01.005

Cited by 27 publications

(4 citation statements)

References 74 publications

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“…Heritage 2024, 7, FOR PEER REVIEW 10 Parajuli suggested a modulus of elasticity for mud masonry around 274 MPa, while the UNESCO campaign indicated a range between 87-150 MPa. Gavrilovich's research on similar mud-mortar clay-brick masonry walls reported a range of modulus of elasticity between 120 and 220 MPa [49]. Notably, the results from the destructive tests conducted by UNESCO yielded lower values compared to those reported by other researchers.…”

Section: Pushover Analysismentioning

confidence: 87%

“…Visual inspection refers to the systematic observation and examination of a heritage building or site to assess its current condition, understand its construction and materials, and identify any signs of damage or deterioration [49]. The inspection campaign for the temple took approximately two days, starting from the exterior at the plinth level and documenting all the structural elements up to the highest level.…”

Section: Visual Inspectionmentioning

confidence: 99%

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Structural Analysis of the Sympathetic Restoration and Conservation of the Gopinath Temple, Kathmandu, Nepal

Arce,

Jiménez Rios,

Tomic

et al. 2024

Heritage

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The sympathetic restoration and conservation of built cultural heritage play a significant role in the management and preparedness for future climate scenarios by facilitating adaptive reuse, enhancing cultural resilience, preserving traditional knowledge, and boosting tourism. The importance of restoring damaged heritage sites after an earthquake drew international attention to Nepal after the 2015 Gorka Earthquake. UNESCO established an office in Kathmandu to promote the restoration of tangible and intangible heritage in the area. This included developing structural analyses of buildings with historical and cultural value that, due to their nature, cannot be intervened with the same methodology as modern buildings. In this paper, the case study of the earthquake-damaged Gopinath temple is discussed. First, an initial visual inspection phase and the following diagnosis of the structure are discussed. Then, the results from a series of static and dynamic structural analyses performed to determine the safety level of the structure, together with a sensitivity analysis, are presented. A sympathetic intervention proposal capable of increasing the temple’s safety level, and based on the addition of timber plates, has resulted in substantial improvements in the lateral behavior of the structure. The proposed intervention is deemed sustainable and able to increase the resilience of the temple in the face of future hazards.

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Section: Pushover Analysismentioning

confidence: 87%

Section: Visual Inspectionmentioning

confidence: 99%

Structural Analysis of the Sympathetic Restoration and Conservation of the Gopinath Temple, Kathmandu, Nepal

Arce,

Jiménez Rios,

Tomic

et al. 2024

Heritage

View full text Add to dashboard Cite

show abstract

“…Visual inspection refers to the systematic observation and examination of a heritage building or site to assess its current condition, understand its construction and materials, and identify any signs of damage or deterioration [46]. The inspection campaign for the temple took approximately two days, starting from the exterior at the plinth level and documenting all the structural elements up to the highest level.…”

Section: Visual Inspectionmentioning

confidence: 99%

Structural Analysis in the Sympathetic Restoration and Conservation of the Gopinath Temple, Kathmandu, Nepal

Arce,

Jiménez Rios,

Tomic

et al. 2024

Preprint

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The sympathetic restoration and conservation of built cultural heritage play a significant role in the management and preparedness for future climate scenarios by facilitating adaptive reuse, enhancing cultural resilience, preserving traditional knowledge, and boosting tourism. The importance of restoring damaged heritage sites after an earthquake drew international attention to Nepal after the 2015 Gorka Earthquake. UNESCO established an office in Kathmandu to promote the restoration of tangible and intangible heritage in the area. This included developing structural analyses of buildings with historical and cultural value that due to their nature cannot be intervened with the same methodology as modern buildings. In this paper, the case study of the earthquake-damaged Gopinath temple, is discussed. First, an initial visual inspection phase and the following diagnosis of the structure are discussed. Then, the results from a series of static and dynamic structural analyses performed to determine the safety level of the structure, together with a sensitivity analysis, are presented. A sympathetic intervention proposal capable of increasing the temple safety level and based on the addition of timber plates, has resulted in substantial improvements of the lateral behavior of the structure. The proposed intervention is deemed sustainable and able to increase the resilience of the temple in the face of future hazards.

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“…Increasingly cultural institutions including art galleries and museums are utilising specific forms of AI such as natural language processing and rule-based modelling as a way to increase visitor satisfaction (Grossmann et al, 2024). This enables AI assisted visual inspection of art that improves the way art is displayed and knowledge conveyed to viewers (Mishra and Lourenço, 2024). In art galleries, AI can improve visitor experience and introduce new innovations including enhanced social media and digital experiences (Zollo et al, 2022).…”

Section: Introductionmentioning

confidence: 99%

Art galleries usage of artificial intelligence

Ratten

2024

IJSSP

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PurposeRecently there has been a surge in interest about the use of artificial intelligence in organisations with art galleries introducing new technological innovations that coincide with the digitalisation revolution. Virtual and immersive environments that are supported by social media and digital platforms are significantly changing customer experiences at art galleries. This is internationalising and making art gallery experiences more accessible thereby fostering the competitive advantage of art galleries.Design/methodology/approachArt gallery customers, stakeholders and managers are appreciating the use of artificial intelligence with resulting higher satisfaction rates. Building on competency and transformational entrepreneurship theory international art gallery managers were interviewed to understand the role of artificial intelligence in their organisations and the impact of internationalisation.FindingsThe data analysis revealed that the internationalisation of art galleries enabled artificial intelligence to transform in person and online visitor experience, work and marketing, and future art gallery development ideas. Results show that artificial intelligence is opening up new transformations derived from entrepreneurial behaviours.Originality/valueKey managerial implications are that art gallery managers need to utilise their international networks in order to learn about artificial intelligence and other new technological innovation. Theoretical implications are that existing theory can be adapted to an art gallery and artificial intelligence context. Limitations and future research suggestions focus on the need to focus more on art galleries as cultural entities that are more likely to utilise new technology innovation such as artificial intelligence.

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Artificial intelligence-assisted visual inspection for cultural heritage: State-of-the-art review

Cited by 27 publications

References 74 publications

Structural Analysis of the Sympathetic Restoration and Conservation of the Gopinath Temple, Kathmandu, Nepal

Structural Analysis of the Sympathetic Restoration and Conservation of the Gopinath Temple, Kathmandu, Nepal

Structural Analysis in the Sympathetic Restoration and Conservation of the Gopinath Temple, Kathmandu, Nepal

Art galleries usage of artificial intelligence

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