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Optimal Textures: Fast and Robust Texture Synthesis and Style Transfer through Optimal Transport [article]

Eric Risser
2020 arXiv   pre-print
To find this optimal transport mapping, we utilize an N-dimensional probability density function (PDF) transfer process that iterates over multiple random rotations of the PDF basis and matches the 1D  ...  We represent texture features through the deep neural activation vectors within the bottleneck layer of an auto-encoder and frame the texture synthesis problem as optimal transport between the activation  ...  Optimal Transport through sliced histogram matching is uniquely well suited for high quality style transfer within a fast feed-forward approach due to its iterative nature.  ... 
arXiv:2010.14702v1 fatcat:2xpdogs4jrgcdouvvajcl5kxkm

Non-Parametric Neural Style Transfer [article]

Nicholas Kolkin
2021 arXiv   pre-print
I will begin by proposing novel definitions of style and content based on optimal transport and self-similarity, and demonstrating how a style transfer algorithm based on these definitions generates outputs  ...  Precisely defining 'content' and 'style' is a central challenge of designing algorithms for artistic style transfer, algorithms which can recreate photographs using an artwork's style.  ...  my first paper in this area, "Style Transfer by Relaxed Optimal Transport and Self-Similarity" or STROTSS [63] .  ... 
arXiv:2108.12847v1 fatcat:v3mtlfi45vccjnh4r2pzuf4ntu

Data Brushes: Interactive Style Transfer for Data Art

Mahika Dubey, Jasmine Otto, Angus G. Forbes
2019 2019 IEEE VIS Arts Program (VISAP)  
transfer for data art and enhances user intuition regarding the expressive range of style transfer features.  ...  Figure 1 : A series of style transfer data brushes applied to an image from Kelley's Airportraits project. a shows the original image without any styling, b shows the image styled with the Bruises brush  ...  Our application focuses less on trying to generate an accurate or optimal style transfer algorithm, and more on the user experience itself.  ... 
doi:10.1109/visap.2019.8900858 fatcat:ojifn5txvfgdnoycgjd24xjyta

Diversified Arbitrary Style Transfer via Deep Feature Perturbation [article]

Zhizhong Wang, Lei Zhao, Haibo Chen, Lihong Qiu, Qihang Mo, Sihuan Lin, Wei Xing, Dongming Lu
2020 arXiv   pre-print
Image style transfer is an underdetermined problem, where a large number of solutions can satisfy the same constraint (the content and style).  ...  In this paper, we tackle these limitations and propose a simple yet effective method for diversified arbitrary style transfer.  ...  [22] derived a closed-form solution by treating it as the optimal transport problem.  ... 
arXiv:1909.08223v3 fatcat:py6ecq3y3rdvvoyug5mo7da3de

Research on the Design of Public Facilities in Urban Environmental Art Design

2018 DEStech Transactions on Social Science Education and Human Science  
Urban public facilities can not only show the economic strength of the city, but also convey the city's cultural and artistic information and embody the quality of life of urban citizens.  ...  is to point to meet the demand of the public, with art and culture of city public environment planning and design, and set up in the urban environment and public space has a certain culture, regional, artistic  ...  Public transport facilities Public transportation is the whole environment of the city planning, the improvement of the street layout has certain effect.  ... 
doi:10.12783/dtssehs/adess2017/17777 fatcat:2l263cige5blfkyqmfynqor2by

iCheat: A Representation for Artistic Control of Indirect Cinematic Lighting

Juraj Obert, Jaroslav Křrivánek, Fabio Pellacini, Daniel Sýkora, Sumanta Pattanaik
2008 Computer graphics forum (Print)  
We encode user's adjustments to indirect lighting as scale and offset coefficients of the transfer operator.  ...  This paper presents a comprehensive, efficient, and intuitive representation for artistic control of indirect illumination.  ...  Also, we remind the readers that the edits shown are just examples of what our representation can achieve, but we expect different artists and cinematic "styles" to require a variety of different effects  ... 
doi:10.1111/j.1467-8659.2008.01260.x fatcat:3f3gpxc54ffslowjovknjsytya

A survey of the state-of-the-art in patch-based synthesis

Connelly Barnes, Fang-Lue Zhang
2017 Computational Visual Media  
Additionally, recent research has focused on customizing the synthesis process for particular problem domains, such as synthesizing artistic or decorative brushes, synthesis of rich materials, and synthesis  ...  The StyLit method [69] uses the "lit sphere" paradigm [70] for transfer of artistic style.  ...  Mimicking artistic style. Patch-based synthesis can mimic the style of artists, such as oil paint style, watercolor style, or even abstract style.  ... 
doi:10.1007/s41095-016-0064-2 fatcat:ud7p2un25jb7tkjqtf5suaioia

Property and Lighting Manipulations for Static Volume Stylization Using a Painting Metaphor

Oliver Klehm, Ivo Ihrke, Hans-Peter Seidel, Elmar Eisemann
2014 IEEE Transactions on Visualization and Computer Graphics  
Additionally, we describe how we can optimize for the environmental lighting to match a desired scene appearance, while keeping volume properties constant. Finally, both techniques can be combined.  ...  It analyzes a number of target views provided by the artist and adapts the volume properties to match the appearance for the given perspectives.  ...  More closely related is the problem of style-transfer from a photograph to a 3D scene.  ... 
doi:10.1109/tvcg.2014.13 pmid:26357355 fatcat:pnf6wbdotjfvnacepns3doq6x4

Specific Area Style Transfer on Real-Time Video

Hyung-Hwa Ko, GeunTae Kim, Hyunmin Kim
Modified BiSeNet for segmentation and CycleGAN for style transfer were processed on a desktop PC equipped with two RTX-2080-Ti GPU boards.  ...  In this paper, using segmentation and style transfer together, a method of producing desired images in the desired area in real-time video is proposed.  ...  ACKNOWLEDGMENT This research was supported by the Ministry of Land, Infrastructure, and Transport (MOLOT, KOREA).  ... 
doi:10.35940/ijitee.e8689.0310521 fatcat:3iyngasdczbtbpawlfkcjlophe

MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval [article]

Mark Hamilton, Stephanie Fu, Mindren Lu, Johnny Bui, Darius Bopp, Zhenbang Chen, Felix Tran, Margaret Wang, Marina Rogers, Lei Zhang, Chris Hoder, William T. Freeman
2021 arXiv   pre-print
To quantify the performance of CIR systems, we introduce new datasets for evaluating CIR methods and show that CIR performs non-parametric style transfer.  ...  Additionally, an initial alignment with an optimal transport method could mitigate these effects (Grave et al., 2018) . Appendix B.  ...  Through this lens, CIR systems can act as "non-parametric" style transfer systems.  ... 
arXiv:2007.07177v3 fatcat:gczp6gwcxzawnftqoywt5qerf4

Sustainable Rent-Based Closed-Loop Supply Chain for Fashion Products

Zhi-Hua Hu, Qing Li, Xian-Juan Chen, Yan-Feng Wang
2014 Sustainability  
Fast fashion products shorten the valid lifecycle and generate more waste than regular clothing products.  ...  Introduction Today, clothing is labeled as beautiful decoration, individuation, fashion and artistic.  ...  Fast fashion products usually have shorter lifecycles than regular clothing products; the costs of these products then are relatively higher; the fashion in one city may be transferred to other cities  ... 
doi:10.3390/su6107063 fatcat:4xvoltwzzjdn3o36qx6m5en4hi

Fast Fashion, Sustainability, and the Ethical Appeal of Luxury Brands

Annamma Joy, John F. Sherry, Alladi Venkatesh, Jeff Wang, Ricky Chan
2012 Fashion Theory  
Trends run their course with lightning speed, with today's latest styles swiftly trumping yesterday's, which have already been consigned to the trash bin.  ...  The phrase "fast fashion" refers to low-cost clothing collections that mimic current luxury fashion trends.  ...  Fast fashion companies thrive on fast cycles: rapid prototyping, small batches combined with large variety, more efficient transportation and delivery, and merchandise that is presented "floor ready" on  ... 
doi:10.2752/175174112x13340749707123 fatcat:pqnosz2ntnbshffyx3dq2zzu4q

2021 Index IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 43

2022 IEEE Transactions on Pattern Analysis and Machine Intelligence  
Yang, W., +, TPAMI May 2021 1691-1704 TE141K: Artistic Text Benchmark for Text Effect Transfer.  ...  Wei, Z., +, TPAMI March 2021 1009-1021 TE141K: Artistic Text Benchmark for Text Effect Transfer.  ... 
doi:10.1109/tpami.2021.3126216 fatcat:h6bdbf2tdngefjgj76cudpoyia

Understanding the Behavior of Workshop Facilitators in Systems Analysis and Design Projects: Developing Theory from Process Modeling Projects

Anders Hjalmarsson, Jan Recker, Michael Rosemann, Mikael Lind
2015 Communications of the Association for Information Systems  
style, • the driving artist style, • the catalyzing engineer style, and • the catalyzing artist style.  ...  Finally, in facilitation based on the catalyzing artist style, the process modeling facilitator transfers the responsibility for progress in the modeling workshops to the participants, and supports the  ...  Associate Professor Mikael Lind is the research manager of the sustainable transports group at Viktoria Swedish ICT.  ... 
doi:10.17705/1cais.03622 fatcat:tlna6r3ypjddvhkr3qo6t5m2j4

A survey of digital stippling

Domingo Martín, Germán Arroyo, Alejandro Rodríguez, Tobias Isenberg
2017 Computers & graphics  
transport problem that can be optimized.  ...  ACM Transactions noise through optimal transport.  ... 
doi:10.1016/j.cag.2017.05.001 fatcat:3zu2not37fa3jmoepvivcpea64
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