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Previous studies have proposed image-based clutter measures that correlate with human search times and/or eye movements.
The estimation of the gradient of a density function, with applications in pattern recognition
K. Fukunaga and L. D. Hostetler · 1975
Earlier work this paper cites.
The laplacian pyramid as a compact image code
P. J. Burt and E. H. Adelson · 1983
Earlier work this paper cites.
Texture segregation and orientation gradient
M. S. Landy and J. R. Bergen · 1991
Earlier work this paper cites.
The steerable pyramid: A flexible architecture for multi-scale derivative computation
E. P. Simoncelli and W. T. Freeman · 1995
Earlier work this paper cites.
A parametric texture model based on joint statistics of complex wavelet coefficients
J. Portilla and E. P. Simoncelli · 2000
Earlier work this paper cites.
Efficient graph-based image segmentation
P. F. Felzenszwalb and D. P. Huttenlocher · 2004
Earlier work this paper cites.
Feature congestion: a measure of display clutter
R. Rosenholtz, Y. Li, J. Mansfield, and Z. Jin · 2005
Earlier work this paper cites.
Measuring visual clutter
R. Rosenholtz, Y. Li, and L. Nakano · 2007
Earlier work this paper cites.
A scale invariant measure of clutter
M. J. Bravo and H. Farid · 2008
Earlier work this paper cites.
The influence of clutter on real-world scene search: Evidence from search efficiency and eye movements
J. M. Henderson, M. Chanceaux, and T. J. Smith · 2009
Cited alongside, same era.
Turbopixels: Fast superpixels using geometric flows
A. Levinshtein, A. Stere, K. N. Kutulakos, D. J. Fleet, S. J. Dickinson, and K. Siddiqi · 2009
Cited alongside, same era.
A crowding model of visual clutter
R. van den Berg, F. W. Cornelissen, and J. B. Roerdink · 2009
Cited alongside, same era.
Slic superpixels
R. Achanta, A. Shaji, K. Smith, A. Lucchi, P. Fua, and S. Süsstrunk · 2010
Cited alongside, same era.
Visual search: A retrospective
M. P. Eckstein · 2011
Cited alongside, same era.
Metamers of the ventral stream
J. Freeman and E. P. Simoncelli · 2011
Cited alongside, same era.
A summary statistic representation in peripheral vision explains visual search
R. Rosenholtz, J. Huang, A. Raj, B. J. Balas, and L. Ilie · 2012
Later among the works it cites.
Regional effects of clutter on human target detection performance
M. F. Asher, D. J. Tolhurst, T. Troscianko, and I. D. Gilchrist · 2013
Later among the works it cites.
A functional and perceptual signature of the second visual area in primates
J. Freeman, C. M. Ziemba, D. J. Heeger, E. P. Simoncelli, and J. A. Movshon · 2013
Later among the works it cites.
Modeling clutter perception using parametric proto-object partitioning
C.-P. Yu, W.-Y. Hua, D. Samaras, and G. Zelinsky · 2013
Later among the works it cites.
Object detection through exploration with a foveated visual field
E. Akbas and M. P. Eckstein · 2014
Later among the works it cites.
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D. M. Levi · 2011
Cited alongside, same era.
Entropy rate superpixel segmentation
M.-Y. Liu, O. Tuzel, S. Ramalingam, and R. Chellappa · 2011
Cited alongside, same era.
Piranhas toolkit: Peripheral architectures for natural, hybrid and artificial systems
A. Deza, E. Abkas, and M. P. Eckstein
Cited in the paper.
Identifying the perceptual dimensions of visual complexity of scenes
A. Oliva, M. L. Mack, M. Shrestha, and A. Peeper
Cited in the paper.
Representation of naturalistic image structure in the primate visual cortex
J. A. Movshon and E. P. Simoncelli · 2014
Later among the works it cites.
Modeling visual clutter perception using proto-object segmentation
C.-P. Yu, D. Samaras, and G. J. Zelinsky · 2014
Later among the works it cites.
Pooling of continuous features provides a unifying account of crowding
S. Keshvari and R. Rosenholtz · 2016
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