Exploratory font selection using crowdsourced attributes

ACM Transactions on Graphics

Volumn 33, Issue 4, 2014, Pages

  O'Donovan, Peter ^a   Libeks, Janis ^a   Agarwala, Aseem ^b   Hertzmann, Aaron ^a,b  

^a UNIVERSITY OF TORONTO   (Canada)

^b ADOBE RESEARCH   (United States)

Author keywords

Attribute; Crowdsourcing; Design; Font; Typography

Indexed keywords

DESIGN;

ATTRIBUTE; ATTRIBUTE VALUES; CROWDSOURCING; FONT; PERCEPTUAL SIMILARITY; REAL-WORLD TASK; SIMILARITY METRICS; TYPOGRAPHY; ATTRIBUTE DATA; DESIGN TASKS; FONT SELECTION; TRAIN MODEL; TREE-BASED;

INTERACTIVE COMPUTER GRAPHICS; CROWDSOURCING;

EID: 84905728534     PISSN: 07342071     EISSN: 15577333     Source Type: Journal    
DOI: 10.1145/2601097.2601110     Document Type: Conference Paper

References (29)

1. BRADLEY, R. A., AND TERRY, M. E. 1952. Rank Analysis of Incomplete Block Designs: I. The Method of Paired Comparisons. Biometrika 39.
2. CHAUDHURI, S., KALOGERAKIS, E., GIGUERE, S., AND FUNKHOUSER, T. 2013. AttribIt: Content Creation with Semantic Attributes. In Proc. UIST.
3. DOYLE, J. R. 2005. Evaluating the IBM and HP/PANOSE Font Classification Systems. Online Information Review 29, 5.
4. FRIEDMAN, J. H. 2000. Greedy Function Approximation: A Gradient Boosting Machine. Annals of Statistics 29.
5. GARFIELD, S. 2011. Just My Type. Profile Books.
6. HUANG, S.-S., SHAMIR, A., SHEN, C.-H., ZHANG, H., SHEF-FER, A., HU, S.-M., AND COHEN-OR, D. 2013. Qualitative Organization of Collections of Shapes Via Quartet Analysis. ACM Transactions on Graphics 32, 4.
7. KOVASHKA, A., PARIKH, D., AND GRAUMAN, K. 2012. Whittle-Search: Image Search with Relative Atribute Feedback. In Proc. CVPR.
8. KULIS, B. 2011. Metric Learning: A Survey. In Foundations and Trends in Machine Learning.
9. KUMAR, N., BERG, A. C., BELHUMEUR, P. N., AND NAYAR, S. K. 2011. Describable Visual Attributes for Face Verification and Image search. In IEEE PAMI.
10. LAURENTIS, M. S. D. 1993. Panose 2.0 White Paper. Tech. rep., Hewlett-Packard Document.
11. LEWIS, C., AND WALKER, P. 1989. Typographic Influences on Reading. British Journal of Psychology 80.
12. LI, Y., AND SUEN, C. Y. 2010. Typeface Personality Traits and Their Design Characteristics. In Proc. DAS.
13. LLOYD, S. P. 1982. Least Squares Quantization in PCM. IEEE Transactions on Information Theory 28, 129-137.
14. MACKIEWICZ, J., AND MOELLER, R. 2004. Why People Perceive Typefaces to Have Different Personalities. In Proc. IPCC.
15. MARKS, J., ANDALMAN, B., BEARDSLEY, P. A., FREEMAN, W., GIBSON, S., HODGINS, J., KANG, T., MIRTICH, B., PFISTER, H., RUML, W., RYALL, K., SEIMS, J., AND SHIEBER, S. 1997. Design Galleries. In Proc. SIGGRAPH.
16. PARIKH, D., AND GRAUMAN, K. 2011. Relative Attributes. In Proc. ICCV.
17. SCHULTZ, M., AND JOACHIMS, T. 2004. Learning a Distance Metric from Relative Comparisons. In Proc. NIPS.
18. SHAIKH, A., CHAPPARO, B. S., AND FOX, D. 2006. Perception of Fonts: Perceived Personality Traits and Uses. Usability News.
19. SHAIKH, A. 2007. Psychology of Onscreen Type. PhD thesis, Wichita State University.
20. SOLLI, M., AND LENZ, R. 2007. FyFont: Find-Your-Font in Large Font Databases. In Proc. SCIA, 432-441.
21. SRIHARI, S. 1999. Multifont Classification Using Typographical Attributes. In Proc. ICDAR.
22. TALTON, J. O., GIBSON, D., YANG, L., HANRAHAN, P., AND KOLTUN, V. 2009. Exploratory Modeling with Collaborative Design Spaces. ACM Transactions on Graphics 28, 5.
23. TAMUZ, O., LIU, C., BELONGIE, S., SHAMIR, O., AND KALAI, A. 2011. Adaptively Learning the Crowd Kernel. In Proc. ICML.
24. TAO, L., YUAN, L., AND SUN, J. 2009. Skyfinder: Attribute-based Sky Image Search. ACM Transactions on Graphics 28, 3.
25. TIBSHIRANI, R. 1996. Regression Shrinkage and Selection Via the Lasso. Royal. Statist. Soc B 58.
26. TSUKIDA, K., AND GUPTA, M. R. 2011. How to Analyze Paired Comparison Data. Tech. rep., University of Washington.
27. VAN DER MAATEN, L., AND HINTON, G. 2008. Visualizing Data Using t-SNE. Journal of Machine Learning Research 9.
28. WELINDER, P., BRANSON, S., BELONGIE, S., AND PERONA, P. 2010. The Multidimensional Wisdom of Crowds. In Proc. NIPS.
29. WHITE, R., KULES, B., DRUCKER, S., AND SCHRAEFEL, M. 2006. Supporting Exploratory Search. Commun. ACM 49, 4.