drs. I.I.A. (Iris) Groen
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Faculty of Social and Behavioural Sciences
Programme group Brain and Cognition
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Weesperplein
4
1018 XA Amsterdam
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i.i.a.groen@uva.nl
T: 0205256398
T: 0205254982
My CV can be found here.
Research topic
My research focuses on the role of natural image statistics in visual scene perception. Compared to most stimuli used 'in the laboratory', natural scenes are inherently complex. Yet we can assume that our visual system has evolved to deal with just these stimuli, not isolated objects. Therefore, it is important to understand how the real-world scenes are represented in the brain.
Interestingly, despite their complexity, natural images show regularities: for example, the distribution of contrast in an image is highly structured, and can be described using simple statistics. It turns out that the brain may be very sensitive to these 'hidden' properties of the visual world. For example, we found recently that differences in early evoked neural activity to natural stimuli can in large part be explained by differences in simple statistics of low-level information. We hypothesize that the brain may use these statistical regularities to rapidly identify and classify images, i.e. to capture the 'visual gist' of an image.
I want to find out to what extent the brain indeed exploits such properties of the visual world in processes such as scene categorization, object identification and other forms of visual cognition.
Biographical info
I graduated from the Cognitive Neuroscience research master at the UvA in 2009, after I obtained a bachelor degree Beta-Gamma, major Psychobiology. My graduation project was conducted at the MRC Cognition and Brain Sciences Unit in Cambridge, UK, under supervision of dr. Morgan Barense.
In my graduation project, I investigated the role of medial temporal lobe structures in visual processing of complex objects, combining a fMRI and patient study. While I was writing my thesis I was also involved in a research project on colour vision and fMRI at the Heegerlab, NYU, New York.
Next to studying, I worked as a research assistant for dr. Steven Scholte, for whom I performed fMRI scanning, and for dr. Birte Forstmann, for whom I conducted fMRI and EEG studies. I was also involved in setting up master student association 'Cognito'.
Currently I'm finishing my PhD project, which is supervised by dr. Steven Scholte, dr. Sennay Ghebreab and prof. Victor Lamme.
2014
- K. Ramakrishnan, H.S. Scholte, I. Groen, A.W.M. Smeulders & S. Ghebreab (2014). Visual dictionaries as intermediate features in the human brain. Frontiers in Computational Neuroscience. doi: https://ivi.fnwi.uva.nl/isis/publications/2014/RamakrishnanFCN2014
- K. Ramakrishnan, I. Groen, H.S. Scholte, A.W.M. Smeulders & S. Ghebreab (2014). Visual dictionaries in the Brain: Comparing HMAX and BOW. In IEEE International Conference on Multimedia \& Expo.
- I. Groen, S. Ghebreab, V.A.F. Lamme & H.S. Scholte (2014). Neural computation of scene gist with and without attention. Journal of Vision.
2013
- K. Ramakrishnan, I. Groen, S. Scholte, A. Smeulders & S. Ghebreab (2013). Visual word representation in the brain. In Proceedings of MLINI 2013.
- I.I.A. Groen, S. Ghebreab, H. Prins, V.A.F. Lamme & H.S. Scholte (2013). From image statistics to scene gist: evoked neural activity reveals transition from low-level natural image structure to scene category. Journal of Neuroscience, 33 (48), 18814-18824. doi: 10.1523/JNEUROSCI.3128-13.2013
2012
- I.I.A. Groen, S. Ghebreab, V.A.F. Lamme & H.S. Scholte (2012). Spatially pooled contrast responses predict neural and perceptual similarity of naturalistic image categories. PLoS Computational Biology, 8 (10), e1002726. doi: 10.1371/journal.pcbi.1002726.g001[go to publisher's site]
- J. Winkel, J.G. Wijnen, C. Danielmeijer, I.I.A. Groen, J. Derfuss, K.R. Ridderinkhof & B.U. Forstmann (2012). Observed and self-experienced conflict induce similar behavioral and neural adaptation. Social Neuroscience, 7 (4), 385-397. doi: 10.1080/17470919.2011.628760
- M.D. Barense, I.I.A. Groen, A.C.H. Lee, L.K. Yeung, S.M. Brady, M. Gregory, N. Kapur, T.J. Bussey, L.M. Saksida & R.N.A. Henson (2012). Intact memory for irrelevant information impairs perception in amnesia. Neuron, 75 (1), 157-167. doi: 10.1016/j.neuron.2012.05.014
- I.I.A. Groen, S. Ghebreab, V.A.F. Lamme & H.S. Scholte (2012). Low-level contrast statistics are diagnostic of invariance of natural textures. Frontiers in Computational Neuroscience, 6, 34. doi: 10.3389/fncom.2012.00034[go to publisher's site]
2009
- J. Winkel, J.G. Wijnen, K.R. Ridderinkhof, I.I.A. Groen, J. Derrfuss, C. Danielmeier & B.U. Forstmann (2009). Your conflict matters to me! Behavioral and neural manifestations of control adjustment after self-experienced and observed decision-conflict. Frontiers in Human Neuroscience, 3 (Article 57), 1-8.[go to publisher's site]
2014
- I.I.A. Groen (2014, September 04). Scene statistics: neural representation of real-world structure in rapid visual perception. Universiteit van Amsterdam (182 pag.). Supervisor(s): prof.dr. V.A.F. Lamme, dr. S. Ghebreab & dr. H.S. Scholte.
