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Visual complexity identifies the level of intricacy and details in an image or the level of difficulty to describe the image.
Aesthetic Measure
G. D. Birkhoff · 1933
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On the method of paired comparisons
M. G. Kendall and B. B. Smith · 1940
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The Empirical Determination of an Aesthetic Formula
H. J. Eysenck · 1941
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A difficulty in the concept of social welfare
K. J. Arrow · 1950
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Rank Analysis of Incomplete Block Designs: I. The Method of Paired Comparisons
R. A. Bradley and M. E. Terry · 1952
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The magical number seven, plus or minus two: Some limits on our capacity for processing information
G. A. Miller · 1956
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The method of paired comparisons
H. A. David · 1963
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Aesthetics and Psychobiology
D. E. Berlyne · 1971
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Complexity and Structure in Visual Patterns
S. F. Chipman · 1977
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Influence of Six Types of Visual Structure on Complexity Judgments in Children and Adults
S. F. Chipman and M. J. Mendelson · 1979
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A Standardized Set of 260 Pictures: Norms for Name Agreement, Image Agreement, Familiarity, and Visual Complexity
J. G. Snodgrass and M. Vanderwart · 1980
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Similarity and Features of Natural Textures
C. Heaps and S. Handel · 1999
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Aesthetics Electrified: An Analysis of Descriptive Symmetry and Evaluative Aesthetic Judgment Processes using Event-related Brain Potentials
T. Jacobsen and L. Höfel · 2001
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Mean shift: A robust approach toward feature space analysis
D. Comaniciu and P. Meer · 2002
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Visual Complexity in Banner Ads: The Role of Color, Photography, and Animation
B. A. Huhmann · 2003
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It?s All at the Mall: Exploring Adolescent Girls? Experiences
D. L. Haytko and J. Baker · 2004
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Identifying the Perceptual Dimensions of Visual Complexity of Scenes
A. Olivia, M. L. Mack, M. Shrestha, and A. Peeper · 2004
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Measuring Visual Clutter
R. Rosenholtz, Y. Li, and L. Nakano · 2007
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Perceived versus Actual Complexity for Websites: Their Relationship to Consumer Satisfaction
A. Krishen · 2008
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Dimensionality of Visual Complexity in Computer Graphics Scenes
G. Ramanarayanan, K. Bala, J. A. Ferwerda, and B. Walter · 2008
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Exact matrix completion via convex optimization
E. J. Candès and B. Recht · 2009
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Attentional vs Computational Complexity Measures in Observing Paintings
M. Cardaci, V. Di Gesu, M. Petrou, and M. E. Tabacchi · 2009
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Quantification of Interface Visual Complexity
A. Miniukovich and A. D. Angeli · 2014
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Examining visual complexity and its influence on perceived duration
L. Palumbo, R. Ogden, A. D. Makin, and M. Bertamini · 2014
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Automatic Triage for a Photo Series
H. Chang, F. Yu, J. Wang, D. Ashley, and A. Finkelstein · 2016
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Predicting Complexity Perception of Real World Images
S. E. Corchs, G. Ciocca, E. Bricolo, and F. Gasparini · 2016
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Effects of presentation duration on measures of complexity in affective environmental scenes and representational paintings
M. M. Marin and H. Leder · 2016
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Detecting People in Artwork with CNNs
N. Westlake, H. Cai, and P. Hall · 2016
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A Fuzzy Approach to the Evaluation of Image Complexity
M. Cardaci, V. Di Gesù, M. Petrou, and M. E. Tabacchi · 2009
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Visual Complexity and Beauty Appreciation: Explaining the Divergence of Results
M. Nadal, E. Munar, G. Marty, and C. J. Cela-Conde · 2010
Cited alongside, same era.
The Stopping Power of Advertising: Measures and Effects of Visual Complexity
R. Pieters, M. Wedel, and R. Batra · 2010
Cited alongside, same era.
Predicting Beauty: Fractal Dimension and Visual Complexity in Art
A. Forsythe, M. Nadal, N. Sheehy, C. J. Cela-Conde, and M. Sawey · 2011
Cited alongside, same era.
Rank aggregation via nuclear norm minimization
D. F. Gleich and L.-h. Lim · 2011
Cited alongside, same era.
What Makes a Visualization Memorable?
M. A. Borkin, A. A. Vo, Z. Bylinskii, P. Isola, S. Sunkavalli, A. Oliva, and H. Pfister · 2013
Cited alongside, same era.
Visual complexity of chinese ink paintings
Z. B. Fan, Y. Li, J. Yu, and K. Zhang · 2017
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Predicting Perceived Visual Complexity of Abstract Patterns using Computational Measures: The Influence of Mirror Symmetry on Complexity Perception
A. Gartus and H. Leder · 2017
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Automatic Understanding of Image and Video Advertisements
Z. Hussain, M. Zhang, X. Zhang, K. Ye, C. Thomas, Z. Agha, N. Ong, and A. Kovashka · 2017
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Online Graph Completion: Multivariate Signal Recovery in Computer Vision
W. H. Kim, M. Jalal, S. J. Hwang, S. C. Johnson, and V. Singh · 2017
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The Impact of Perceived Visual Complexity of Mobile Online Shops on User’s Satisfaction
S. Sohn, B. Seegebarth, and M. Moritz · 2017
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https://www.figure-eight.com Machine Learning, Training Data, and Artificial Intelligence Solutions: Figure Eight. Last accessed on May 12, 2018
2018
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Effect of Visual Advertising Complexity on Consumers? Attention
L. Pilelienė and V. Grigaliūnaitė · 2018
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Measured and Perceived Visual Complexity: A Comparative Study among Three Online Map Providers
S. Schnur, K. Bektaş, and A. Çöltekin · 2018
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Places: A 10 Million Image Database for Scene Recognition
B. Zhou, A. Lapedriza, A. Khosla, A. Oliva, and A. Torralba · 2018
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