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Example based painting generation

Yan-wen Guo, Jin-hui Yu, Xiao-dong Xu, Jin Wang, Qun-sheng Peng
2006 Journal of Zhejiang University: Science A  
We present an approach for generating paintings on photographic images with the style encoded by the example paintings and adopt representative brushes extracted from the example paintings as the painting  ...  Our approach offers flexible and intuitive user control over the painting process and style.  ...  Representative brushes are extracted from example paintings of the given style to construct a brush library. (2) Region segmentation.  ... 
doi:10.1631/jzus.2006.a1152 fatcat:z32njxslybgvnf7bayhdrcxjpi

Fake Generated Painting Detection via Frequency Analysis [article]

Yong Bai, Yuanfang Guo, Jinjie Wei, Lin Lu, Rui Wang, Yunhong Wang
2020 arXiv   pre-print
With the development of deep neural networks, digital fake paintings can be generated by various style transfer algorithms.To detect the fake generated paintings, we analyze the fake generated and real  ...  paintings in Fourier frequency domain and observe statistical differences and artifacts.  ...  Note that we only select three representative artists to assess the proposed method when it faces different forged styles.  ... 
arXiv:2003.02467v2 fatcat:f2ekxqjrkzexpnzlzajtdw2toy

A Technique for Computerised Brushwork Analysis

Dmitry Murashov, Alexey Berezin, Ekaterina Ivanova
2015 Proceedings of the 10th International Conference on Computer Vision Theory and Applications  
Textural features represented by histograms of brushstroke ridge orientation and local neighborhood orientation are used in this work to characterize painter's artistic style.  ...  The paintings are compared using three informative fragments segmented in a particular image. Selected image fragments are compared by information-theoretical dissimilarity measure.  ...  Selected image features in the form of orientation angle distributions give quantitative description of painter's artistic style and provide suitable accuracy of features computation.  ... 
doi:10.5220/0005362302210226 dblp:conf/visapp/MurashovBI15 fatcat:kdtlrekxgfaornuwpccaatioke

Stroke Style Analysis for Painterly Rendering

Yu Zang, Hua Huang, Chen-Feng Li
2013 Journal of Computer Science and Technology  
Through experiments, user studies and comparisons with ground truth, we demonstrate that the proposed style-orientated painting framework can significantly reduce tedious parameter adjustment, and it allows  ...  We propose a novel method that automatically analyzes stroke-related artistic styles of paintings.  ...  Artistic styles of real paintings are also represented by stroke texture, as shown in Figs. 6(a) and 6(d).  ... 
doi:10.1007/s11390-013-1375-8 fatcat:axl4dkxxuzeejill27gtjiynde

Image stylization with a painting machine using semantic hints

Thomas Lindemeier, Sören Pirk, Oliver Deussen
2013 Computers & graphics  
In this paper we present and evaluate painterly rendering techniques that work within a visual feedback loop of eDavid, our painting robot. The machine aims at simulating the human painting process.  ...  Orientation: Many painting styles prefer a uniform orientation of strokes, at least in areas where the image gradient is not too large.  ...  Realization of two painting styles As mentioned above, in this paper we compare two styles to represent a target image: predefined stroxels and dynamically generated longer strokes.  ... 
doi:10.1016/j.cag.2013.01.005 fatcat:zq6z2jinmzgcpjas66cddrdlb4

A deep-learning framework for human perception of abstract art composition

Pierre Lelièvre, Peter Neri
2021 Journal of Vision  
By exploiting this approach, we show that our deep learning model captures relevant characteristics of human orientation perception across styles and granularities.  ...  We rely on a robust behavioral marker with known relevance to higher-level vision: orientation judgements, that is, telling whether a painting is hung "right-side up."  ...  We grouped entries into the genres and styles detailed in Supplementary Tables S1 and S2 . Representative examples from this selection are shown in Figure 1 .  ... 
doi:10.1167/jov.21.5.9 pmid:33974037 pmcid:PMC8114002 fatcat:zecf7pmnkbgizg3wxtkf5737am

Feedback-guided Stroke Placement for a Painting Machine [article]

Oliver Deussen, Thomas Lindemeier, Sören Pirk, Mark Tautzenberger
2012 Computational Aesthetics in Graphics  
In this paper we present and evaluate painterly rendering techniques that work within a visual feedback loop of eDavid, our painting robot. The machine aims at simulating the human painting process.  ...  Orientation: Many painting styles furthermore prefer a uniform orientation of strokes, at least in areas where the image gradient is not too large.  ...  Realization of two Painting Styles As mentioned above, in this paper we compare two styles to represent a target image: pre-defined stroxels and dynamically generated longer strokes.  ... 
doi:10.2312/compaesth/compaesth12/025-033 fatcat:3r4z2jaqpzalloygqtuy3zekte

A study of relationships between worldview, political orientation and art preferences

Rasim Basak
2017 New Trends and Issues Proceedings on Humanities and Social Sciences  
Art preferences in relation to political orientation were our research interest. According to findings there was a relationship between political orientation and participants' art preferences.  ...  His painting in the same style, 'playing chess in kahvehane' is preferred instead.  ...  The participants who selected modern paintings are 25% Rightist; 75% Leftist.  ... 
doi:10.18844/prosoc.v3i5.1953 fatcat:fksjn4ta6fhefb2sua4vmb4hfu

Image Statistics for Clustering Paintings According to their Visual Appearance [article]

Marcel Spehr, Christian Wallraven, Roland W. Fleming
2009 Computational Aesthetics in Graphics  
These clusters are typically influenced by both the content of the paintings (e.g. portrait, landscape, still-life, etc.), and stylistic considerations (e.g. the 'flat' appearance of Gothic paintings,  ...  Untrained observers readily cluster paintings from different art periods into distinct groups according to their overall visual appearance or 'look' [WCF08].  ...  We also tested the ability of the features for classifying paintings into the historical art periods both in an unsupervised and a supervised fashion.  ... 
doi:10.2312/compaesth/compaesth09/057-064 fatcat:kvnb4dytjnc3vnc6xnbr7yqwxm

Hardware-Based Non-Photorealistic Rendering Using a Painting Robot

Thomas Lindemeier, Jens Metzner, Lena Pollak, Oliver Deussen
2015 Computer graphics forum (Print)  
Using these methods we are able to create different painting styles, one that tries to match the input colors with almost transparent strokes and another one that creates dithering patterns of opaque strokes  ...  Figure 1 : a) Painting robot with canvas and camera; b) painting tool with distance measuring unit; c) details from a painting. Abstract We describe a painting machine and associated algorithms.  ...  Therefore, we have to teach the robot how to draw certain objects and object classes in particular painting styles. The robot then chooses by itself how to represent objects in a painting.  ... 
doi:10.1111/cgf.12562 fatcat:kozlz6vfdffrnbuj7wsy7plfge

An Oblique Effect in the Selection of Line Orientation by Twentieth Century Painters

Richard Latto, Kirsty Russell-Duff
2002 Empirical Studies of the Arts  
This effect was very robust, occurring with both landscape and portrait formats and over a variety of different styles and categories of paintings.  ...  It is suggested that the basic finding of an orientation anisotropy in line selection is related to the oblique effect in line perception, the finding that horizontal and vertical lines are more readily  ...  DISCUSSION This analysis of a representative selection of 20th-century paintings from the Israel Museum, Jerusalem demonstrates that artists show a preference for horizontal and vertical over oblique lines  ... 
doi:10.2190/3vey-rc3b-9gm7-kgdy fatcat:oey3aqvcmzh4na7h5sdrunldgi

Stylized Rendering Using Samples of a Painted Image

Chung-Ren Yan, Ming-Te Chi, Tong-Yee Lee, Wen-Chieh Lin
2008 IEEE Transactions on Visualization and Computer Graphics  
Therefore, the generation of stylized images or animation in the style of a given artwork can be achieved.  ...  Our technique can automatically transfer brushstroke textures and color changes to 3D models from samples of a painted image.  ...  The user starts by selecting a sample painting and interactively selecting representative regions within that image.  ... 
doi:10.1109/tvcg.2007.70440 pmid:18192723 fatcat:s5ig6eypfjgbpksr7dcx4mzqra

A Painterly Rendering Based on Stroke Profile and Database [article]

SangHyun Seo, JinWan Park, KyungHyun Yoon
2009 Computational Aesthetics in Graphics  
In this process, we present a search algorithm to select an appropriate brush stroke from database and an assessment algorithm to judge whether to draw the retrieved brush stroke on the canvas or not.  ...  Our method is able to produce a painting with diverse media by changing the type of database, such as oil and pastel.  ...  We construct a stroke database which contains sets of user brush strokes that represent various painting styles, such as oil, pastel and pencil.  ... 
doi:10.2312/compaesth/compaesth09/009-016 fatcat:gcipvraytzcqrff7xscncu4gcu

Perception and painting: a search for effective, engaging visualizations

C.G. Healey, J.T. Enns
2002 IEEE Computer Graphics and Applications  
Here, color represents temperature (bright pink for hot, dark green for cold), density represents pressure (denser for lower pressure), stroke orientation represents wind direction, and size represents  ...  We might use stylistic techniques that capture and focus attention on certain areas of a painting to  ...  We also thank Laura Tateosian for the landscape portrait she painted to provide examples of brush stroke properties.  ... 
doi:10.1109/38.988741 fatcat:wbywg2gohzbizl6v2tozjtjolq

Efficient coding of stroke-rendered paintings

L. Kovacs, T. Sziranyi
2004 Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.  
, ringings, etc.) but provides a compact form of representation that still retains the main property of a painting: that it is a painting after all.  ...  The stochastic painting-based painterly image (and video) generation presented herein is a multipurpose image rendering and representation method, suitable for many purposes: painterly rendering, storing  ...  human painting styles and produce painting/cartoon-like images.  ... 
doi:10.1109/icpr.2004.1334388 dblp:conf/icpr/KovacsS04 fatcat:e4evurvzenh6vdqknzqx5c77vu
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