Image stylization using anisotropic reaction diffusion

Chi, Ming-Te; Liu, Wei-Ching; Hsu, Shu-Hsuan

doi:10.1007/s00371-015-1139-2

Cited by 12 publications

(9 citation statements)

References 23 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Local colour transfer methods. Local colour transfer researches propose to use spatial colour mapping technique like semantic segmentation [10,16,17,21,27,28,32] to handle various applications such as semantic colour gradient transfer (dark and bright) [10,21,27,32], transfer of artistic edits [1,24,26,33], and painting stylistic features [3,4,7,13,15,31,34]. Many of them [7,10,13,15,17,28,31,34] are using convolutional neural network to achieve this goal.…”

Section: Related Workmentioning

confidence: 99%

Photographic style transfer

et al. 2018

View full text Add to dashboard Cite

Image style transfer has attracted much attention in recent years. However, results produced by existing works still have lots of distortions. This paper investigates the CNN-based artistic style transfer work specifically and finds out the key reasons for distortion coming from twofold: the loss of spatial structures of content image during content-preserving process and unexpected geometric matching introduced by style transformation process. To tackle this problem, this paper proposes a novel approach consisting of a dual-stream deep convolution network as the loss network and edge-preserving filters as the style fusion model. Our key contribution is the introduction of an additional similarity loss function that constrains both the detail reconstruction and style transfer procedures. The qualitative evaluation shows that our approach successfully suppresses the distortions as well as obtains faithful stylized results compared to state-of-the-art methods.

show abstract

Section: Related Workmentioning

confidence: 99%

Photographic style transfer

et al. 2018

View full text Add to dashboard Cite

show abstract

“…NPR is a rendering technique that dose not pursue the reality of the conventional realistic rendering but dares to omit or exaggerate information like painting or illustration. In addition to NPR that mimics traditional art expressions, NPR methods that pursue new expressions have been proposed: maze-like images [8] [9], op-art images [10] [11], reaction-diffusion images [12] [13], line-pattern images [14], contour-like images [15], moirelike images [16] and Yin-Yang-pattern-like (YYPL) images [17].…”

Section: Introductionmentioning

confidence: 99%

Generation of Yin-Yang-Pattern-Like Images by Iterative Calculation Using DoG

Hiraoka

2021

JIIAE

View full text Add to dashboard Cite

“…On the other hand, NPR to generate images that do not aspire to realism is also drawing attention. Although NPR has so far imitated art expressions such as watercolors [1], pencil drawings [2], and oil paintings [3], in recent years NPR that generates patterns in nature such as oil-film patterns [4], reaction-diffusion patterns [5], and cell patterns [6] has also appeared. Such NPR is implemented in many applications such as Adobe photoshop, Crip studio paint, and Hinomaru for mobile.…”

Section: Introductionmentioning

confidence: 99%

Acceleration Using Upper and Lower Smoothing Filters for Generating Oil-Film-Like Images

Hiraoka

Urahama

2019

IEICE Trans. Inf. & Syst.

View full text Add to dashboard Cite

A non-photorealistic rendering method has been proposed for generating oil-film-like images from photographic images by bilateral infra-envelope filter. The conventional method has a disadvantage that it takes much time to process. We propose a method for generating oil-filmlike images that can be processed faster than the conventional method. The proposed method uses an iterative process with upper and lower smoothing filters. To verify the effectiveness of the proposed method, we conduct experiments using Lenna image. As a result of the experiments, we show that the proposed method can process faster than the conventional method. key words: non-photorealistic rendering, acceleration, oil film, upper and lower smoothing filters

show abstract

Image stylization using anisotropic reaction diffusion

Cited by 12 publications

References 23 publications

Photographic style transfer

Photographic style transfer

Generation of Yin-Yang-Pattern-Like Images by Iterative Calculation Using DoG

Acceleration Using Upper and Lower Smoothing Filters for Generating Oil-Film-Like Images

Contact Info

Product

Resources

About