Publications of S. Ghebreab
2016
Mapping human visual representations by deep neural networks
K. Ramakrishnan, H. S. Scholte, A. W. M. Smeulders, S. Ghebreab
In Journal of Vision 2016.
[bibtex] [url]
2015
Neural spatial consistency of hierarchical vision models
K. Ramakrishnan, H. S. Scholte, A. W. M. Smeulders, S. Ghebreab
In NIPS Workshop on Machine Learning in Neuroimaging 2015.
[bibtex] [url]
Convolutional Neural Networks in the Brain: an fMRI study
K. Ramakrishnan, H. S. Scholte, V. A. F. Lamme, A. W. M. Smeulders, S. Ghebreab
In Journal of Vision 2015.
[bibtex] [url]
2014
Visual dictionaries as intermediate features in the human brain
K. Ramakrishnan, H. S. Scholte, I. Groen, A. W. M. Smeulders, S. Ghebreab
In Frontiers in Computational Neuroscience 2014.
[bibtex] [url]
Visual dictionaries in the Brain: Comparing HMAX and BOW
K. Ramakrishnan, I. Groen, H. S. Scholte, A. W. M. Smeulders, S. Ghebreab
In IEEE International Conference on Multimedia & Expo 2014.
[bibtex] [url]
Improving computational models of early visual cortex using single image ERP data
H. S. Scholte, S. Ghebreab
In Journal of Vision 2014.
[bibtex] [url]
Neural computation of scene gist with and without attention
I. Groen, S. Ghebreab, V. A. F. Lamme, H. S. Scholte
In Journal of Vision 2014.
[bibtex] [url]
2013
Calibration-Free Gaze Estimation Using Human Gaze Patterns
F. Alnajar, T. Gevers, R. Valenti, S. Ghebreab
In International Conference on Computer Vision 2013.
[bibtex] [url]
From Image Statistics to Scene Gist: Evoked Neural Activity Reveals Transition from Low-Level Natural Image Structure to Scene Category
I. Groen, S. Ghebreab, V. A. F. Lamme, H. S. Scholte
In Journal of Neuroscience 2013.
[bibtex] [url]
Neural Dissimilarity of Scene Naturalness Maps Onto Low-Level Contrast Statistics
I. Groen, S. Ghebreab, V. A. F. Lamme, H. S. Scholte
In Human Brain Mapping 2013.
[bibtex] [url]
Two Stages in Scene Gist Perception
I. Groen, S. Ghebreab, V. A. F. Lamme, H. S. Scholte
In Vision Sciences Society 2013.
[bibtex] [url]
Two Stages in Scene Gist Perception
I. Groen, S. Ghebreab, V. A. F. Lamme, H. S. Scholte
In European Conference on Visual Perception 2013.
[bibtex] [url]
Visual Word Representation in the Brain
K. Ramakrishnan, I. Groen, H. S. Scholte, A. W. M. Smeulders, S. Ghebreab
In NIPS Workshop on Machine Learning in Neuroimaging 2013.
[bibtex] [url]
2012
Information-Maximizing Local Spatial Scale Selection in Early Visual Processing
S. Bohte, H. S. Scholte, S. Ghebreab
In NIPS Workshop on Information in Perception and Action 2012.
[bibtex] [url]
Low-Level Edge Statistics Predict Invariance of Natural Textures
I. Groen, S. Ghebreab, V. A. F. Lamme, H. S. Scholte
In Frontiers in Computational Neuroscience 2012.
[bibtex] [url]
Man-Made or Natural? Tracking Neural Processing of Scene Gist Using Single-Trial EEG
I. Groen, S. Ghebreab, V. A. F. Lamme, H. S. Scholte
In Society for Neuroscience 2012.
[bibtex] [url]
Noise and Nuisance Removal from FMRI Responses to Movies
M. Zabihi, H. S. Scholte, S. Ghebreab
In International Conference on Neural Coding & Natural Environment 2012.
[bibtex] [url]
Scene Gist Information is Processed with and Without Attention
I. Groen, S. Ghebreab, V. A. F. Lamme, H. S. Scholte
In ASS International Conference on Consciousness 2012.
[bibtex] [url]
Simple Visual Regularities Predict Perceptual and Emotional Responses to Moving Pictures
S. Ghebreab
In Annual World Congres of Neurotalk 2012.
[bibtex] [url]
Spatially Pooled Contrast Responses Predict Neural and Perceptual Similarity of Naturalistic Image Categories
I. Groen, S. Ghebreab, V. A. F. Lamme, H. S. Scholte
In Plos Computational Biology 2012.
[bibtex] [url]
2011
Summary Statistics of Edge Information Predict Categorization of Naturalistic Images
I. Groen, S. Ghebreab, V. A. F. Lamme, H. S. Scholte
In Society for Neuroscience 2011.
[bibtex] [url]
Summary Statistics of Edge Information Predict Categorization of Naturalistic Images
I. Groen, S. Ghebreab, H. S. Scholte
In European Conference on Visual Perception 2011.
[bibtex] [url]
Summary Statistics of Edge Information Predict Categorization of Naturalistic Images
I. Groen, S. Ghebreab, H. S. Scholte
In European Conference on Visual Perception 2011.
[bibtex] [url]
Summary Statistics of Model Neural Responses at Different Stages of the Visual Hierarchy
H. S. Scholte, S. Ghebreab
In European Conference on Visual Perception 2011.
[bibtex] [url]
V1 Responses Suffice for Rapid Natural Scene Categorization
S. Ghebreab, H. S. Scholte
In European Conference on Visual Perception 2011.
[bibtex] [url]
2010
Identification of Source-Specific Neural Synchrony in FMRI Data
S. Ghebreab, A. W. M. Smeulders
In Pattern Analysis and Applications 2010.
[bibtex] [url]
Lateral Occipital Cortex Responsive to Correlation Structure of Natural Images
H. S. Scholte, S. Ghebreab, A. W. M. Smeulders, V. A. F. Lamme
In Vision Sciences Society 2010.
[bibtex] [url]
Lateral Occipital Cortex Responsive to Local Correlation Structure of Natural Images
H. S. Scholte, S. Ghebreab, A. W. M. Smeulders, V. A. F. Lamme
In Computational and Systems Neuroscience 2010.
[bibtex] [url]
Rapid Natural Image Identification Based on EEG Data and Global Scene Statistics
S. Ghebreab, H. S. Scholte, V. A. F. Lamme, A. W. M. Smeulders
In Vision Sciences Society 2010.
[bibtex] [url]
The Role of Weibull Image Statistics in Rapid Object Detection in Natural Scenes
I. Groen, S. Ghebreab, V. A. F. Lamme, H. S. Scholte
In Vision Sciences Society 2010.
[bibtex] [url]
2009
Publication Teaser A Biologically Plausible Model for Rapid Natural Scene Identification
S. Ghebreab, H. S. Scholte, V. A. F. Lamme, A. W. M. Smeulders
In Advances in Neural Information Processing Systems 2009.
[bibtex] [pdf] [url]
Publication Teaser Brain Responses Strongly Correlate with Weibull Image Statistics when Processing Natural Images
H. S. Scholte, S. Ghebreab, L. Waldorp, A. W. M. Smeulders, V. A. F. Lamme
In Journal of Vision 2009.
[bibtex] [pdf] [url]
Cognitive Object Vision
S. Ghebreab, H. S. Scolte, V. A. F. Lamme, A. W. M. Smeulders
In International Conference on Spatial Cognition 2009.
[bibtex] [url]
The Early Visual System Selectively Pools from Scale-Tuned Neurons to Identify Distinctive Edges at All Natural Scales
S. Ghebreab, H. S. Scholte, V. A. F. Lamme, A. W. M. Smeulders
In Cognitive Neuroscience Society Annual Meeting 2009.
[bibtex] [url]
The Weibull Statistics and the Efficiency of Natural Image Categorization
R. Auksztulewicz, S. Ghebreab, H. S. Scholte, V. A. F. Lamme, A. W. M. Smeulders
In European Society of Cognitive Psychology 2009.
[bibtex] [url]
Visual Gist of Natural Scenes Derived from Image Statistics Parameters
H. S. Scholte, S. Ghebreab, A. W. M. Smeulders, V. A. F. Lamme
In Cognitive Neuroscience Society Annual Meeting 2009.
[bibtex] [url]
Visual Gist of Natural Scenes Derived from Image Statistics Parameters
H. S. Scholte, S. Ghebreab, A. W. M. Smeulders, V. A. F. Lamme
In Vision Sciences Society 2009.
[bibtex] [url]
2008
The Parvo and Magno-Cellular Systems Encode Natural Image Statistics Parameters
H. S. Scholte, S. Ghebreab, A. W. M. Smeulders, V. A. F. Lamme
In Vision Sciences Society 2008.
[bibtex] [url]
2007
Publication Teaser Predicting Brain States from FMRI Data: Incremental Functional Principal Component Regression
S. Ghebreab, A. W. M. Smeulders, P. W. Adriaans
In Advances in Neural Information Processing Systems 2007.
[bibtex] [pdf] [url]
Publication Teaser Predictive Modeling of FMRI Brain States Using Functional Canonical Correlation Analysis
S. Ghebreab, P. W. Adriaans, A. W. M. Smeulders
In Artificial Intelligence in Medicine 2007.
[bibtex] [pdf] [url]
2006
Incremental Clusterwise Regression Analysis of Functional Brain Stimulation-Activation Data
S. Ghebreab, P. W. Adriaans, A. W. M. Smeulders
In Human Brain Mapping 2006.
[bibtex] [url]
2004
An Approximately Complete String Representation of Local Object Boundary Features for Concept-Based Image Retrieval
S. Ghebreab, A. W. M. Smeulders
In Symposium on Biomedical Imaging 2004.
[bibtex] [url]
Publication Teaser Combining Strings and Necklaces for Interactive Three-Dimensional Segmentation of Spinal Images Using an Integral Deformable Spine Model
S. Ghebreab, A. W. M. Smeulders
In IEEE Transactions on Biomedical Engineering 2004.
[bibtex] [pdf] [url]
Publication Teaser Population-Based Incremental Interactive Concept Learning for Image Retrieval by Stochastic String Segmentations
S. Ghebreab, C. C. Jaffe, A. W. M. Smeulders
In IEEE Transactions on Medical Imaging 2004.
[bibtex] [pdf] [url]
2003
Concept-Based Retrieval of Biomedical Images
S. Ghebreab, C. C. Jaffe, A. W. M. Smeulders
In SPIE Medical Imaging: PACS and Integrated Medical Information Systems: Design and Evaluation 2003.
[bibtex] [url]
Publication Teaser Strings: Variational Deformable Models of Multivariate Continuous Boundary Features
S. Ghebreab, A. W. M. Smeulders
In IEEE Transactions on Pattern Analysis and Machine Intelligence 2003.
[bibtex] [pdf] [url]
2002
Publication Teaser Necklaces: Inhomogeneous and Point-Enhanced Deformable Models
S. Ghebreab, P. Pfluger, A. W. M. Smeulders
In Computer Vision and Image Understanding 2002.
[bibtex] [pdf] [url]
1998
Color Invariant Snakes
T. Gevers, S. Ghebreab, A. W. M. Smeulders
In British Machine Vision Conference 1998.
[bibtex] [url]
1997
SCHEMed : A Visual Database Tool for Definition and Entry of Medical Image Data
S. Ghebreab, M. Worring, H. Tagare, C. C. Jaffe
In Visual Information Systems 1997.
[bibtex] [url]
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