Publications by F. Wichmann

Unpublished Papers

R. Geirhos, D. H. J. Janssen, H. H. Schütt, J. Rauber, M. Bethge, and F. A. Wichmann
Comparing deep neural networks against humans: object recognition when the signal gets weaker
arXiv, 170606969, 2017
Code, URL, BibTex

Journal Articles

T. S. A. Wallis, C. M. Funke, A. S. Ecker, L. A. Gatys, F. A. Wichmann, and M. Bethge
A Parametric Texture Model Based on Deep Convolutional Features Closely Matches Texture Appearance for Humans
Journal of Vision, 17(12), 2017
#visual textures, #style transfer, #perceptual image synthesis, #cnns, #psychophysics, #appearance
Code, URL, DOI, Stimuli, Preprint, BibTex
T. S. A. Wallis, S. Tobias, M. Bethge, and F. A. Wichmann
Detecting Distortions of Peripherally Presented Letter Stimuli under Crowded Conditions
Attention, Perception & Psychophysics, 2017
#psychophysics, #letters, #spatial distortions, #crowding
URL, DOI, BibTex
T. S. A. Wallis, M. Bethge, and F. A. Wichmann
Testing models of peripheral encoding using metamerism in an oddity paradigm
Journal of Vision, 16(2), 2016
#psychophysics, #metamers, #crowding, #image appearance, #scene appearance, #blur
Code, URL, DOI, BibTex
H. E. Gerhard, F. A. Wichmann, and M. Bethge
How Sensitive Is the Human Visual System to the Local Statistics of Natural Images?
PLoS Computational Biology, 9(1), 2013
#natural image statistics, #psychophysics
URL, PDF, BibTex
T. Putzeys, M. Bethge, F. A. Wichmann, J. Wagemans, and R. Goris
A New Perceptual Bias Reveals Suboptimal Population Decoding of Sensory Responses
PLoS Computational Biolology, 8(4), 2012
J. H. Macke and F. A. Wichmann
Estimating predictive stimulus features from psychophysical data: The decision image technique applied to human faces
Journal of Vision, 10(5), 2010
URL, DOI, BibTex

Conference Papers

F. A. Wichmann, D. H. Janssen, R. Geirhos, G. Aguilar, H. H. Schütt, M. Maertens, and M. Bethge
Methods and measurements to compare men against machines
Electronic Imaging, 2017(14), 36-45, 2017
URL, DOI, BibTex
M. Bethge, T. V. Wiecki, and F. A. Wichmann
The Independent Components of Natural Images are Perceptually Dependent
Proceedings of SPIE Human Vision and Electronic Imaging XII (EI105), 2007
#natural image statistics, #ica, #psychophysics, #perception
PDF, BibTex


R. Geirhos, D. Janssen, H. Schütt, M. Bethge, and F. Wichmann
Of human observers and deep neural networks: A detailed psychophysical comparison
Journal of Vision, 17(10), 2017
DOI, BibTex
H. E. Gerhard, T. Wiecki, F. Wichmann, and M. Bethge
Perceptual sensitivity to statistical regularities in natural images
The 9th Göttingen Meeting of the German Neuroscience Society, 2011
#natural image statistics, #psychophysics, #perception
URL, PDF, BibTex
University of Tuebingen BCCN CIN MPI