14 Hits in 4.5 sec

Synthetically Trained Icon Proposals for Parsing and Summarizing Infographics [article]

Spandan Madan, Adrià Recasens , Aude Oliva Massachusetts Institute of Technology,
2018 arXiv   pre-print
Combining our icon proposals with icon classification and text extraction, we present a multi-modal summarization application.  ...  On a test set of 1K annotated infographics, icons are located with 38% precision and 34% recall (the best model trained with natural images achieves 14% precision and 7% recall).  ...  Acknowledgements The authors would like to thank Anelise Newman and Nathan Landman for feedback on earlier versions of this manuscript.  ... 
arXiv:1807.10441v1 fatcat:rubyyk47cfahvn5sf2hw6jr7d4

Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline

Zhutian Chen, Yun Wang, Qianwen Wang, Yong Wang, Huamin Qu
2019 IEEE Transactions on Visualization and Computer Graphics  
At the reconstruction stage, we propose a pipeline with three techniques, i.e., Non-Maximum Merging, Redundancy Recover, and DL GrabCut, to extract an extensible template from the infographic, by utilizing  ...  This process can be difficult and time consuming for professional designers, not to mention non-expert users, leading to the demand for automated infographics design.  ...  More recent research investigated using DNNs to detect UI components in mobile apps [31] and icons in infographics [36] .  ... 
doi:10.1109/tvcg.2019.2934810 pmid:31443028 fatcat:d7giezupq5hlfcs7pygm5sqeie

Table of Contents

2021 2021 IEEE 14th Pacific Visualization Symposium (PacificVis)  
Parsing and Summarizing Infographics with Synthetically Trained Icon Detection 31 Spandan Madan (Harvard University), Zoya Bylinskii (Adobe Research), Carolina Nobre (Harvard University), Matthew Tancik  ...  Gerik Scheuermann (Leipzig University) NetScatter: Visual Analytics of Multivariate Time Series with a Hybrid of Dynamic and Static Variable Relationships 51 Bao D.Q.  ...  Visualization Meets AI Visualization of Topic Transitions in SNSs Using Document Embedding and Dimensionality Reduction 216 Tiandong Xiao (Nihon University, Japan) and Yosuke Onoue (Nihon University, Japan  ... 
doi:10.1109/pacificvis52677.2021.00004 fatcat:gcxgiwokcbg4neqsee463p3wle

Deep Learning for Free-Hand Sketch: A Survey [article]

Peng Xu, Timothy M. Hospedales, Qiyue Yin, Yi-Zhe Song, Tao Xiang, Liang Wang
2022 arXiv   pre-print
(ii) A review of the developments of free-hand sketch research in the deep learning era, by surveying existing datasets, research topics, and the state-of-the-art methods through a detailed taxonomy and  ...  The main contents of this survey include: (i) A discussion of the intrinsic traits and unique challenges of free-hand sketch, to highlight the essential differences between sketch data and other data modalities  ...  They used annotated 3D data [153] , [159] to produce edge-maps with partial annotations as the synthetic sketch data to train the segmentation network.  ... 
arXiv:2001.02600v3 fatcat:lek5sivzsrat3i52lqh2eifnia

Themenheft zu Heft 5

(:Unkn) Unknown, Mediarep.Org, Jörg Schirra
2021 Image  
Acknowledgements Ole Kniemeyer designed and implemented the programming language XL and the GroIMP software; without these tools and without his help this study would not have been possible.  ...  Research was partially funded by the Deutsche Forschungsgemeinschaft and by the German Ministry of Research and Technology. All support is gratefully acknowledged.  ...  : from the analytic language structure (also: isolating languages) to the various types of synthetic language structures (with the subsets of agglutinating, flexing, and fusing languages), and finally  ... 
doi:10.25969/mediarep/16743 fatcat:uh3wpotdmjgpjciazcj4cmbjie

Hybrid techniques for analysis and knowledge discovery out of multi-sourced social networks data

Ηλίας Π. Δημητριάδης
with respect to user behavioral modelling and detection of anomalous activities is considered a top priority.  ...  Detection of bot - automated accounts in OSNs. P3. Design and development of multi-context applications built on the knowledge extracted from OSNs and Web data.  ...  synthetically create social bot accounts to directly interact with other accounts, learn their strategies and improve detection rates.  ... 
doi:10.26262/ fatcat:pcpkxjiesvhwrkhveeust76age

Global Data For Global Science

Multiple Authors
2015 Zenodo  
of the European Commission. 5 ACKNOWLEDGEMENTS ACKNOWLEDGEMENTS The authors would like to express their special appreciation to a significant number of collaborators associated with the IPY activities  ...  ACKNOWLEDGEMENTS The authors were both members of the ICSU Strategic Committee for Information and Data (SCID), 2007 -2008 and the Strategic Coordinating Committee for Information and Data (SCCID), 2009  ...  The status of a station is indicated by colors of its icon on the Google map. When the color of one of the icons changes from green to red, what an administrator should do is just clicking the icon.  ... 
doi:10.5281/zenodo.34188 fatcat:dhoudwjt2bdjnmnq2e3jubmysa

5. Foundations of Digital Methods Query Design [chapter]

Richard Rogers, Mirko Tobias Schäfer, Karin van Es
2017 The Datafied Society  
Michael Stevenson, Erik Borra and researchers at the Digital Methods Initiative, University of Amsterdam, provided crucial input.  ...  Acknowledgements References Berry, David M. 2012 Acknowledgments The author would like to thank Anat Ben-David for her work on query design, and Becky Cachia for editorial assistance.  ...  infographics to make such data available to the public.  ... 
doi:10.1515/9789048531011-008 fatcat:7q6p2hlrufgndeozrarhkgggca

Data-driven prototyping in information visualization

Michael Oppermann
Yet, data is often seen merely as a resource in this process, and toy or synthetic datasets can lead to incorrect data abstractions and less effective visualization designs.  ...  In this dissertation, we demonstrate how a data-driven prototyping process based on real-world data can lead to novel contributions in information visualization with high industry relevance.  ...  Synthetically trained icon proposals for parsing and summarizing infographics. arXiv preprint arXiv: [ ] F. Miranda, H. Doraiswamy, M. Lage, K. Zhao, B. Gonçalves, L. Wilson, M. Hsieh, and C. T.  ... 
doi:10.14288/1.0401844 fatcat:wftlmm4krbhcvalxou2gchlqaq

Dagstuhl Reports, Volume 8, Issue 6, June 2018, Complete Issue [article]

We proceed with another example dataset which would benefit from metadata: jupyter notebooks, for which we envision the following uses: Publish along with research papers to encourage other researchers  ...  We benchmark PASTE using Write-Ahead Logging and B+tree, as well as porting it to key value stores and software switch, and show PASTE significantly outperforms well-tuned Linux and the state-of-the art  ...  Network generators serve as a tool to alleviate this problem by providing synthetic instances with controllable parameters.  ... 
doi:10.4230/dagrep.8.6 fatcat:3ssdbne26vbafli4wg4udjocly

(PDF/eBook) Deconstructing Time, 3rd Edition: Illustrated Essay-blogs About the Human Experience of Time

Rick Doble
2017 Figshare  
With over 500 pages, 60+ articles and 400+ photographs and diagrams, this book covers the human experience of time starting with human biology through the Paleolithic time period to our modern concept  ...  of time and includes personal and cultural aspects of time.  ...  planetary gear train.  ... 
doi:10.6084/m9.figshare.5160994.v1 fatcat:l3kubvw7szbjnms5dyefmpksuu

Unmaking – against general applicability [article]

Viktor Bedö, Merle Ibach, Michaela Büsse, Felix Gerloff, Shintaro Miyazaki, Jamie Allen, Fachhochschule Nordwestschweiz FHNW, Loes Bogers, Letizia Chiappini
Acknowledgements The author would like to express their gratitude to the young makers in the U.K. and in China whom they spoke to, gained guidance from and co-created with throughout the Shùjùxiàn process  ...  What and how much to borrow? And what social, cultural and political changes might follow in their wake? These questions are yet to find their answers in Chinese maker culture.  ...  labs which we briefly summarize above.  ... 
doi:10.26041/fhnw-3545 fatcat:zfxzjoxm65e75gitsaibnc5xuq

Studi umanistici-Antichistica Information Technologies for Epigraphy and Cultural Heritage Information Technologies for Epigraphy and Cultural Heritage Proceedings of the First EAGLE International Conference

Silvia Orlandi, Vittore Casarosa, Raffaella Santucci, Pietro Liuzzo
The section is then closed with the presentation in 12 partnership with Wikimedia Italia and the Perseids project.  ...  This initiative shares the challenges and objectives with projects like EAGLE.  ...  S.A. particularly thanks Pietro Liuzzo for guiding him through the obstacles of Digital Humanities with his constant support. Acknowledgement The research has also received the kind support by F.  ... 

Architecture in the Data-driven City

Frederick Peter Ortner
The Limits to Growth used techniques incubated in the lab of Jay Forrester at MIT to predict ecological and human population collapse in the mid 21st century.  ...  Social Physics. 2014. p. 141. 12 Mattern, Instrumental City p.10/27 13 Picon, Smart Cities p.105 14 The connection between neo-malthusian predictions of ecological doom and systems thinking have an intriguing  ...  Acknowledging this transdisciplinary synthetic ability, and its often quantitative nature, does not mean the designer should abandon design and try to become a statistician, or worse an expert in everything  ... 
doi:10.5075/epfl-thesis-9554 fatcat:mpq7n242ijgw5o3aq6hn5yf7he