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Categorizing Traditional Chinese Painting Images
[chapter]
2004
Lecture Notes in Computer Science
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This paper proposes a method to categorize them into Gongbi and Xieyi schools, which are two basic types of traditional Chinese paintings. ...
Traditional Chinese painting ("Guohua") is the gem of Chinese traditional arts. More and more Guohua images are digitized and exhibited on the Internet. ...
This work was partly supported by China-American Digital Academic Library (CADAL) project, and partly sup-ported by NEC-JDL video analysis and retrieval project. ...
doi:10.1007/978-3-540-30541-5_1
fatcat:oljcfkv5fvhindhwomfywnokei
Monte Carlo Convex Hull Model for classification of traditional Chinese paintings
2016
Neurocomputing
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Chinese paintings and validate its effectiveness via automated classification of Chinese paintings authored by well-known Chinese artists. ...
In order to ensure an integrated discriminating power and certain level of adaptability to the variety of artistic styles among different artists, we introduce a novel feature selection method to process ...
Acknowledgments The authors wish to acknowledge the support from the National Natural Science Foundation, China ...
doi:10.1016/j.neucom.2015.08.013
fatcat:lemuv4t6ybhk7pf2rmqguxeguq
Style-based classification of Chinese ink and wash paintings
2013
Optical Engineering: The Journal of SPIE
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As IWPs do not have colors or even tones, the proposed algorithm applies edge detection to locate the local region and detect painting strokes to enable histogram-based feature extraction and capture of ...
Following the fact that a large collection of ink and wash paintings (IWP) is being digitized and made available on the Internet, their automated content description, analysis, and management are attracting ...
Acknowledgments The authors wish to acknowledge the financial support for the research work under the Chinese National 985 funding provided via Tianjin University, the Grant 61003201 from National Natural ...
doi:10.1117/1.oe.52.9.093101
fatcat:enpnvvzv6rdyphnocbaikdjxke
Research on Digital Concept Art Illustrations Style Classification based on Deep Learning
[chapter]
2024
Advances in Intelligent Systems Research
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Therefore, categorizing these digital resources by art style can help in the intelligent management of digital resource platforms. ...
With the development of the Internet, a large number of conceptual art pieces have been created in the form of digital images and uploaded to the internet, giving rise to a diverse range of digital image ...
Figure 2 shows an illustration in the palaeowind style that imitates the smearing style of Chinese traditional painting. Fig. 2 . ...
doi:10.2991/978-94-6463-370-2_40
fatcat:rmts4musgrf2bfu5yzrj56ahyy
The Application of RBF Neural Network Model Based on Deep Learning for Flower Pattern Design in Art Teaching
2022
Computational Intelligence and Neuroscience
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The image classification process is finding and labeling groups of pixels or vectors inside an image based on rules. ...
Deep learning is a type of machine learning that uses artificial neural networks to replicate the structure and function of the human brain. ...
As a result, there has been a rise in interest in digital Chinese painting authenticity-assisted veri cation of categorization accuracy and automation and in automated Chinese painting authentication. ...
doi:10.1155/2022/4206857
pmid:35733563
pmcid:PMC9208956
fatcat:vsovtuwhhzd4batjijm6vmmh7q
An Innovative Methodology of the Algorithmic Composition Knowledge Base for the Chinese Calligraphy Painting Interaction: from Sonification to Musification
2022
Journal of Visual Language and Computing
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Thus, an immersive appreciation environment of Chinese Calligraphy Painting can be further developed. ...
Therefore, the Sonification of Chinese Calligraphy Painting not only provide a free access for the visually impaired and people who are unfamiliar with Chinese to appreciation but also enrich the state ...
Acknowledgement The authors are appreciative of the support from the Ministry of Science and Technology project of Taiwan: MOST 108-2511-H-424 -001 -MY3. ...
doi:10.18293/jvlc2022-n1-015
fatcat:cmvme2pfcrhydj77egwajg4ahm
Digital Image Art Style Transfer Algorithm and Simulation Based on Deep Learning Model
2022
Scientific Programming
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In order to solve the problems of poor region delineation and boundary artifacts in Chinese style migration of images, an improved Variational Autoencoder (VAE) method for dress style migration is proposed ...
Chinese traditional styles to meet the application requirements of dress style migration scenarios. ...
Reference [8] used modules such as multilayer texture array, Chinese painting lighting model, and extraction of contour lines to draw 3D Chinese painting effect mountain scenes in real time. ...
doi:10.1155/2022/8409459
fatcat:6vzfcykw75emxlmgho2ju3ejxm
Identification of Relevant Images from Ancient Paintings using Statistical Distribution
2018
Indian Journal of Science and Technology
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Methods/Statistical Analysis: Conservative Chinese paintings emulate the exquisiteness of Chinese sculpture. Most of these descriptions are digitized and are available in the internet. ...
The proposed model accomplished over 97% of classification accuracy over a dataset containing 3750 traditional Chinese paintings. ...
The authors have considered Gongbiand Xieyi, the traditional Chinese paintings and highlighted the need for methodologies for effective classification of these images. ...
doi:10.17485/ijst/2018/v11i17/117688
fatcat:v5csi7xrs5eg7aqyzfuaa5zacu
Big Data in Art History: Exploring the Evolution of Dunhuang Artistic Style Through Archaeological Evidence
2023
Zenodo
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The deep learning algorithm employed demonstrates remarkable precision by accurately predicting both the time period and geographic origins of the Dunhuang caves with an astounding 95% and 94% accuracy ...
This research employs the power of machine learning, which is the utilization of algorithms to allow computer systems to learn and make predictions or decisions based on data. ...
and the West but completely different from the traditional Chinese practice of line drawing. ...
doi:10.5281/zenodo.10819813
fatcat:foubxk7suzeu7gjcnwifrjitbu
A Novel Spectral Matching Approach for Pigment: Spectral Subsection Identification Considering Ion Absorption Characteristics
2020
Remote Sensing
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applicability of proposed method by a Chinese painting and a fresco. ...
, except for some limitations in detecting white and black pigments. ...
Furthermore, it is applied to a Chinese painting and a fresco to test the applicability, and the traditional method is also used for comparison. ...
doi:10.3390/rs12203415
fatcat:hse6jg2f2vcqpn4x6f73sw76qy
Innovation in Optimization of Virtual Space Experience Using Interactive Engine and Device—Example of a Song Dynasty Landscape Painting
2020
Sensors and materials
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painting interpretation, (3) three-dimensional computer model and material reconstruction, (4) digital model conversion and modification, and (5) visual effect and interactive outcome optimization using ...
Thus, the purpose of this study is to establish a preliminary model with a series of operating methods and processes for visual landscape simulation using an appropriate interactive engine to optimize ...
method can be categorized into freehand drawing ...
doi:10.18494/sam.2020.2920
fatcat:awdx2q2rqvb73gqgivcl7gjm4q
Urban Architectural Style Recognition and Dataset Construction Method under Deep Learning of Street View Images: A Case Study of Wuhan
2023
ISPRS International Journal of Geo-Information
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They provide a new approach to supporting traditional architectural style recognition. ...
Finally, this paper introduces an approach to constructing an urban architectural style dataset by mapping the identified architectural style through continuous street view imagery and vector map data ...
The methods and techniques of this research can be extended to other fields in the future. ...
doi:10.3390/ijgi12070264
fatcat:5b6bompy6vczxf3m4zm7zstndi
ScrollTimes: Tracing the Provenance of Paintings as a Window into History
[article]
2024
arXiv
pre-print
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In collaboration with art historians, we examined the handscroll, a traditional Chinese painting form that provides a rich source of historical data and a unique opportunity to explore history through ...
Our approach incorporates the application of image processing techniques and language models to extract, validate, and augment elements within handscroll using various cultural heritage databases. ...
Kelly and Yukio Lippit at Harvard University for their valuable feedback and contribution to this project. ...
arXiv:2306.08834v2
fatcat:4ajgqxsbfrhp3g45q65kgapdwi
Art Pricing with Computer Graphic Techniques
[article]
2019
arXiv
pre-print
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This paper draws on the digital pictures of auctioned paintings from various renowned artists, and applies the image recognition techniques to measure the variances of lines and colors of these paintings ...
We then use them as the proxies for the artist's painting effort, and include them in the hedonic regression to test their significance. ...
It implies that the variances of lines and colors are mutually reinforcing to their influence on the prices of Chinese traditional paintings. ...
arXiv:1910.03800v1
fatcat:42uu73e5tzfkpd6fvkwqlhqzcq
Computational aesthetics and applications
2018
Visual Computing for Industry, Biomedicine, and Art
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Computational aesthetics has been widely applied to many areas, such as photography, fine art, Chinese hand-writing, web design, graphic design, and industrial design. ...
On generative art, we focus on both fractal art and abstract paintings modeled on well-known artists' styles. ...
), National NSFC project (Grant number 61772463) and National NSFC project (Grant number 61572348). ...
doi:10.1186/s42492-018-0006-1
pmid:32240390
fatcat:tf3alfoorvarxadbecim5yrnte
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