Modeling Natural Images Using Gated MRFs

How Does the Brain Solve Visual Object Recognition?

(2012) James J. DiCarlo et al.   NEURON

Learning to Represent Spatial Transformations with Factored Higher-Order Boltzmann Machines

(2010) Roland Memisevic et al.   NEURAL COMPUTATION

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Speeded-Up Robust Features (SURF)

(2008) Herbert Bay et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition

(2008) A. Torralba et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Emergence of complex cell properties by learning to generalize in natural scenes

(2008) Yan Karklin et al.   NATURE