A Survey on Thangka Image Inpainting Method Based on Structure-borne

Liu, Xiaojing

doi:10.2991/icitmi-15.2015.205

Cited by 5 publications

(2 citation statements)

References 11 publications

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“…This method solved the problem of extracting and expressing the features of the Thangka Buddha headdress. Liu L et al [32] proposed a method to repair the damaged images by using similar blocks adjacent to the damaged area of the image. Hu et al [33] proposed a reference-free quality assessment method, which addresses the quality assessment problem of rendered Thangka images.…”

Section: Artificial Intelligence Educationmentioning

confidence: 99%

Artificial Intelligence-Empowered Art Education: A Cycle-Consistency Network-Based Model for Creating the Fusion Works of Tibetan Painting Styles

et al. 2023

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The integration of Tibetan Thangka and other ethnic painting styles is an important topic of Chinese ethnic art. Its purpose is to explore, supplement, and continue Chinese traditional culture. Restricted by Buddhism and the economy, the traditional Thangka presents the problem of a single style, and drawing a Thangka is time-consuming and labor-intensive. In response to these problems, we propose a Tibetan painting style fusion (TPSF) model based on neural networks that can automatically and quickly integrate the painting styles of the two ethnicities. First, we set up Thangka and Chinese painting datasets as experimental data. Second, we use the training data to train the generator and the discriminator. Then, the TPSF model maps the style of the input image to the target image to fuse the two ethnicities painting styles of Tibetan and Chinese. Finally, to demonstrate the advancement of the proposed method, we add four comparison models to our experiments. At the same time, the Frechet Inception Distance (FID) metric and the questionnaire method were used to evaluate the quality and visual appeal of the generated images, respectively. The experimental results show that the fusion images have excellent quality and great visual appeal.

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Section: Artificial Intelligence Educationmentioning

confidence: 99%

Artificial Intelligence-Empowered Art Education: A Cycle-Consistency Network-Based Model for Creating the Fusion Works of Tibetan Painting Styles

et al. 2023

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“…Some researchers have investigated Thangka cleaning methods, summarizing dry cleaning and wet cleaning methods [34]. Additionally, some scholars have utilized computer image processing techniques to simulate the restoration of Thangka images, providing new approaches for Thangka preservation [35]. A notable study has delved into the use of virtual reality (VR) technology to preserve traditional Thangka techniques.…”

Section: Introductionmentioning

confidence: 99%

Optimizing Solar Heating for Thangka Exhibition Halls: A Case Study in Malkang Cultural Village

Han,

Bai,

et al. 2024

Energies

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With the continuous development of rural revitalization and urbanization in China, the sustainable transformation of traditional rural architecture has become increasingly important. This study takes the Thangka exhibition hall in rural Malkang, Sichuan Province, as the research object and proposes a Thangka exhibition hall architectural design centered around solar heating and aiming for near-zero energy consumption. The research method involves establishing a solar energy system model on the roof of the exhibition hall and utilizing solar angle and area calculation formulas along with simulation software to calculate the optimal installation angle and area of solar panels, with the aim of achieving indoor temperatures that meet Thangka protection requirements while achieving zero-energy heating. Preliminary results indicate that this solar-centric near-zero energy architectural design can effectively promote the increase in indoor temperature through solar thermal conversion. Additionally, through calculation and simulation, the optimal installation angle for the solar panels achieving zero-energy heating is determined to be 24.25 with an azimuth angle of −1.2. The optimum installation area for solar panels is 8.2 square meters in the showroom and 2.7 square meters in the storeroom. Among these, the solar panel area for the Thangka exhibition hall constitutes 4.12% of the total area and is required for maintaining Thangka protection temperature requirements throughout the year, while the solar panel area for the storage room constitutes 1.88% and is also needed for the same purpose. Studying the optimal installation angle and area of solar panels can transform the exhibition hall into a near-zero-energy building, meeting the temperature requirements for Thangka preservation and human thermal comfort, while also achieving optimal economic benefits. This provides guidance and a reference for promoting near-zero-energy buildings in rural areas.

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Buddhist Hasta Mudra Recognition Using Morphological Features

Bhaumik

Govil

2020

Communications in Computer and Information Science

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A Survey on Thangka Image Inpainting Method Based on Structure-borne

Cited by 5 publications

References 11 publications

Artificial Intelligence-Empowered Art Education: A Cycle-Consistency Network-Based Model for Creating the Fusion Works of Tibetan Painting Styles

Artificial Intelligence-Empowered Art Education: A Cycle-Consistency Network-Based Model for Creating the Fusion Works of Tibetan Painting Styles

Optimizing Solar Heating for Thangka Exhibition Halls: A Case Study in Malkang Cultural Village

Buddhist Hasta Mudra Recognition Using Morphological Features

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