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Layout Style Modeling for Automating Banner Design

Yunke Zhang, Kangkang Hu, Peiran Ren, Changyuan Yang, Weiwei Xu, Xian-Sheng Hua
2017 Proceedings of the on Thematic Workshops of ACM Multimedia 2017 - Thematic Workshops '17  
We optimize banner layout given the style parameter learned from a set of training banners for a particular display size and layout style.  ...  Banner design for is challenging to clearly convey information while also satisfying aesthetic goals and complying with the banner owner or advertiser's visual identity system.  ...  Designs must satisfy aesthetic goals. A few works propose to measure one or more aesthetic requirements. Lok et al. [15] measure visual balance for automatic layout. Balinsky et al.  ... 
doi:10.1145/3126686.3126718 dblp:conf/mm/ZhangHRYXH17 fatcat:svz3w2nai5bnpkezcrlz66mq4u

Formative computer based assessment in diagram based domains

Colin A. Higgins, Brett Bligh
2006 ACM SIGCSE Bulletin  
The three extensions are novel extensions for free-form CBA which allow the assessment of the aesthetic layout of student diagrams, the marking of student solutions where multiple model solutions are acceptable  ...  , documents their implementation as extensions to the CourseMarker / DATsys architecture and evaluates their contribution.  ...  Aesthetic measures are drawn from documented aesthetic criteria in the fields of graph layout and user interface design with demonstrated real-world application.  ... 
doi:10.1145/1140123.1140152 fatcat:wp4i4ipksjbbzawfj7d5iu7qeq

No need to justify your choice

Alexander J. Pinkney, Steven R. Bagley, David F. Brailsford
2013 Proceedings of the 2013 ACM symposium on Document engineering - DocEng '13  
This paper describes a system for producing well-typeset, scalable document layouts for eBook readers, without the computational overhead normally associated with better-quality typesetting.  ...  Support is provided for floats (such as figures in an academic paper, or illustrations in a novel), for arbitrary screen sizes, and also for arbitrary point-size changes within the text.  ...  [8] identified nine aesthetic measures for automated document layout.  ... 
doi:10.1145/2494266.2494310 dblp:conf/doceng/PinkneyBB13 fatcat:bnkoh5lcdrh7va6dxsyxkbo6jq

Creating personalized documents

Lisa Purvis, Steven Harrington, Barry O'Sullivan, Eugene C. Freuder
2003 Proceedings of the 2003 ACM symposium on Document engineering - DocEng '03  
While we have found that such an automated process for document creation opens new possibilities and new workflows, we have also found several areas where further research would enable the approach to  ...  The new, more dynamic digital environment demands tools that can reproduce both the contents and the layout automatically, tailored to personal needs and transformed for the presentation device, and can  ...  Solving this problem results in an automated document layout for the set of content components that satisfies not only certain primitive content and layout constraints, but also advantageously fulfills  ... 
doi:10.1145/958220.958234 dblp:conf/doceng/PurvisHOF03 fatcat:m7g3e5lb7rhohdevedj24uuju4

Learning how to trade off aesthetic criteria in layout

Peter Moulder, Kim Marriott
2012 Proceedings of the 2012 ACM symposium on Document engineering - DocEng '12  
Typesetting software is often faced with conflicting aesthetic goals.  ...  For example, choosing where to break lines in text might involve aiming to minimize hyphenation, variation in word spacing, and consecutive lines starting with the same word.  ...  Another example of layout with conflicting aesthetic goals is float placement in documents in which floats should be close to their references but placed in an aesthetically pleasing manner: not too many  ... 
doi:10.1145/2361354.2361361 dblp:conf/doceng/MoulderM12 fatcat:bftgvsovw5er5lwoj2wn52tvtm

Metrics for Functional and Aesthetic Label Layouts [chapter]

Knut Hartmann, Timo Götzelmann, Kamran Ali, Thomas Strothotte
2005 Lecture Notes in Computer Science  
By analyzing a corpus of complex label layouts in hand-drawn illustrations, a classification of label layout styles and several metrics for functional requirements and aesthetic attributes were extracted  ...  As the choice of a specific layout style seems largely determined by individual preferences, a real-time layout algorithm for internal and external labels balances conflicting user-specific requirements  ...  An automated label layout system (a) se- lects those labels which the layout should contain, (b) classifies them into internal or external labels, and (c) determines all style-specific parameters for those  ... 
doi:10.1007/11536482_10 fatcat:6hfs3iela5fgpa542ruay2emue

Probing a Self-Developed Aesthetics Measurement Application (SDA) in Measuring Aesthetics of Mandarin Learning Web Page Interfaces [article]

Jasni Mohamad Zain, Mengkar Tey, Yingsoon Goh
2011 arXiv   pre-print
Additionally, the strength and the weakness of our SDA application shared in this paper suggest that there is still room for the improvement for aesthetics measurement.  ...  For further understanding on our effort in doing aesthetics measurement, we discussed in details the object modelling used as well as the process in developing this application.  ...  The measure of order was written as the sum of the above measures for a layout. The opposite pole on the continuum was complexity.  ... 
arXiv:1101.1606v1 fatcat:j5jqm6thcvcrtikthbyic45g7q

Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models [article]

Yu-ting Qiang, Yanwei Fu, Xiao Yu, Yanwen Guo, Zhi-Hua Zhou, Leonid Sigal
2017 arXiv   pre-print
In order to bridge the gap between panel attributes and the composition within each panel, we also propose a recursive page splitting algorithm to generate the panel layout for a poster.  ...  Generating a good scientific poster, however, is a complex and time consuming cognitive task, since such posters need to be readable, informative, and visually aesthetic.  ...  [10] described a measure of document aesthetics, and an aesthetics driven layout engine is proposed in [29] .  ... 
arXiv:1702.06228v1 fatcat:6jfdsflskze25ccgkfdtwipcvm

Empirical and Automated Analysis of Web Applications

R. B.Kulkarni, Dr. S. K. Dixit
2012 International Journal of Computer Applications  
It has been found that aesthetic factors are decisive in deciding the quality of web application.  ...  The paper also proposes an automatic tool to calculate the quality and aesthetic factors of web application.  ...  The tool has been tested for automated analysis of quality factors, other web factors and aesthetic and credibility factors and generated output is given below.  ... 
doi:10.5120/4633-6865 fatcat:ndejeb4l5vgznoiqimujfyd4iu

Optimal pagination and content mapping for customized magazines

Ricardo Piccoli, João Oliveira, Isabel Manssour
2012 Journal of the Brazilian Computer Society  
In addition, with the emergence of decentralized publishing models, there is an increasing need for automated tools for authoring high-quality documents.  ...  Moreover, much of the dynamic information on the Web could also profit from such mechanisms for automatic presentation and summarization.  ...  Related works Purely automated solutions to the construction of documents have been studied for years as the automatic page layout problem [11, 13, 15, 16, 19, 21] .  ... 
doi:10.1007/s13173-012-0066-6 fatcat:broeaxwxqjf4zbrr557gisfrgi

Style based automated graphic layouts

Paul Cleveland
2010 Design Studies  
This article describes a methodology for producing style based generative layouts which could be applied to magazine or web design.  ...  This paper examines a methodology that can generatively reproduce variations to a design specification based on preset inputs which offer variety in layout without the loss of design aesthetics.  ...  Birkhoff (1933) produced a formula M ¼ O/C which produced an aesthetic measure for a polygonal shape. The measure (M) was equal to order (O) divided by complexity (C).  ... 
doi:10.1016/j.destud.2009.06.003 fatcat:llaqptog3jhltmvkny3tuxxvve

Automated Ground Truth Data Generation for Newspaper Document Images

Thomas Strecker, Joost van Beusekom, Sahin Albayrak, Thomas M. Breuel
2009 2009 10th International Conference on Document Analysis and Recognition  
Finally, the geometric and logical layout ground truth is mapped onto the scanned image. 10th International Conference on Document Analysis and Recognition 978-0-7695-3725-2/09 $25.00  ...  In this paper we both propose a way to semi-automatically generate groundtruthed datasets for newspapers and provide a comprehensive dataset. The focus of this paper is layout analysis ground truth.  ...  [16] , [10] ), which define and combine criteria for the measurement of aesthetic quality. In our approach, the basic concept of the layout is the employment of a 4-by-16 grid structure (cf.  ... 
doi:10.1109/icdar.2009.214 dblp:conf/icdar/StreckerBAB09 fatcat:u5vlxrj47jeqtdlpl66d2nlisq

Pagination: It's what you say, not how long it takes to say it [article]

Joshua Hailpern, Niranjan Damera Venkata, Marina Danilevsky
2014 arXiv   pre-print
Therefore, this work shows that a semantic-based lower bound break point prediction is necessary for ideal automated document synthesis within a real-world context.  ...  Existing approaches for automatic multi-article layout focus exclusively on maximizing content (number of articles) and optimizing aesthetic presentation (e.g., spacing between articles).  ...  Current approaches to automated document synthesis/layout focus extensively on content and aesthetic maximization [16, 17] .  ... 
arXiv:1404.3233v1 fatcat:qg35zvhfaje5vacewxvw2ubp3q

Form Follows Function: Aesthetic Interactive Labels [article]

Timo Götzelmann, Kamran Ali, Knut Hartmann, Thomas Strothotte
2005 Computational Aesthetics in Graphics  
The real-time label layout algorithms proposed in the paper balance a number of conflicting requirements such as unambiguity, readability, aesthetic considerations and frame-coherency.  ...  Therefore, almost all illustrations in scientific or technical documents employ a large number of labels.  ...  However, research in automated document layout (e.g., [HNJ * 04]) gives several aesthetics measures that could be adapted for the layout of external labels: Layout styles can be classified according to  ... 
doi:10.2312/compaesth/compaesth05/193-200 fatcat:usax56467bdqhgleixi2namz5q

Learning Layouts for Single-PageGraphic Designs

Peter ODonovan, Aseem Agarwala, Aaron Hertzmann
2014 IEEE Transactions on Visualization and Computer Graphics  
Given the model, we use optimization to synthesize new layouts for a variety of single-page graphic designs.  ...  This paper presents an approach for automatically creating graphic design layouts using a new energy-based model derived from design principles.  ...  Balinsky et al. describe measures of alignment in documents [7] as well as an aestheticsdriven layout engine for non-flow documents [8] ; however, only a single result is shown, and no evaluation is  ... 
doi:10.1109/tvcg.2014.48 pmid:26357371 fatcat:ugsupabqubfcjclm3vgarm6whe
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