What does the retina know about natural scenes?

Spatial decorrelation in orientation-selective cortical cells

Neural Computation

Classifying Facial Actions

IEEE Transactions on Pattern Analysis and Machine Intelligence

The Retinomorphic Approach: Pixel-Parallel Adaptive Amplification,Filtering, and Quantization

Analog Integrated Circuits and Signal Processing

A Retinomorphic Chip with Parallel Pathways: Encoding INCREASING, ON, DECREASING, and OFF Visual Signals

Analog Integrated Circuits and Signal Processing

Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope

International Journal of Computer Vision

A Retinomorphic Vision System

IEEE Micro

Statistical Edge Detection: Learning and Evaluating Edge Cues

IEEE Transactions on Pattern Analysis and Machine Intelligence

A Bayesian framework for sensory adaptation

Neural Computation

Exploitation of Natural Image Statistics by Biological Vision Systems: 1/f2 Power Spectra and Self-Similar Bandpass Decompositions

CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Sequential Bayesian decoding with a population of neurons

Neural Computation

Retinomorphic Chips that see Quadrupple Images

MICRONEURO '99 Proceedings of the 7th International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems

Human facial illustrations: Creation and psychophysical evaluation

ACM Transactions on Graphics (TOG)

Motion estimation of transparent objects in the frequency domain

Signal Processing

What are Textons?

International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis

A Theoretical Analysis of the Influence of Fixational Instability on the Development of Thalamocortical Connectivity

Neural Computation

Topographic Product Models Applied to Natural Scene Statistics

Neural Computation

A Simple Hebbian/Anti-Hebbian Network Learns the Sparse, Independent Components of Natural Images

Neural Computation

The Minimal Local-Asperity Hypothesis of Early Retinal Lateral Inhibition

Neural Computation

Do Simple Cells in Primary Visual Cortex Form a Tight Frame?

Neural Computation

Information Maximization and Independent Component Analysis: Is There a Difference?

Neural Computation

Face Recognition Using IPCA-ICA Algorithm

IEEE Transactions on Pattern Analysis and Machine Intelligence

Formation of Direction Selectivity in Natural Scene Environments

Neural Computation

Information maximization in face processing

Neurocomputing

Fast hardware implementation of Gabor filter based motion estimation

Integrated Computer-Aided Engineering

Model of Frequency Analysis in the Visual Cortex and the Shape from Texture Problem

International Journal of Computer Vision

Effect of binocular cortical misalignment on ocular dominance and orientation selectivity

Neural Computation

A theory of the visual motion coding in the primary visual cortex

Neural Computation

Supervised factorial learning

Neural Computation

Self-organization in a parametrically coupled logistic map network: a model for information processing in the visual cortex

IEEE Transactions on Neural Networks

Self-Organizing Map Simulations Confirm Similarity of Spatial Correlation Structure in Natural Images and Cortical Representations

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I

(2D)2PCA-ICA: a new approach for face representation and recognition

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

The statistical properties of local log-contrast in natural images

SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis

Using Human Visual System modeling for bio-inspired low level image processing

Computer Vision and Image Understanding

Image statistics: from data collection to applications in graphics

ACM SIGGRAPH 2010 Courses

A model for center-surround stimulus-dependent receptive fields

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I

Local model for contextual modulation in the cerebral cortex

Neural Networks

Dependency reduction with divisive normalization: Justification and effectiveness

Neural Computation

Characterization of minimum error linear coding with sensory and neural noise

Neural Computation

Recognizing facial expressions with PCA and ICA onto dimension of the emotion

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition

Facial expression recognition in various internal states using independent component analysis

AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects

Gender identification on the teeth based on principal component analysis representation

AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects

Human identification system based on PCA using geometric features of teeth

ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics

The effect of facial expression recognition based on the dimensions of emotion using PCA representation and neural networks

ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition

An LGN inspired detect/transmit framework for high fidelity relay of visual information with limited bandwidth

BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence

Biometric identification system based on dental features

IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication

A model for the receptive field of retinal ganglion cells

Neural Networks