Capturing Image Structure with Probabilistic Index Maps
             N. Jojic and  Y. Caspi


Efficient Belief Propagation for Early Vision
             P. Felzenszwalb and D. Huttenlocher


Hyperspectral Texture Classification Using Generalized Markov Fields
             S. Sarkar and G. Healey


Grouping Dominant Orientations for Ill-Structured Road Following
             C. Rasmussen


Learning Object Detection from a Small Number of Examples: the
Importance of Good Features.
             K. Levi and Y. Weiss


Point Matching as a Classification Problem for Fast and Robust Object
Pose Estimation
             V. Lepetit, J. Pilet and P. Fua


BoostMap: A Method for Efficient Approximate Similarity Rankings
V. Athitsos, J. Alon, S. Sclaroff and G. Kollios


Detecting and Reading Text in Natural Scenes
X. Chen and A. Yuille


Faster Graph-theoretic Image Processing via Small-world and Quadtree
Topologies
             L. Grady and E. Schwartz


Multiobjective Data Clustering
             M. H. C. Law, A.P. Topchy  and A. K. Jain


Spatially Coherent Clustering Using Graph Cuts
R. Zabih and V. Kolmogorov


Graphical Models for Graph Matching
             T. Caetano, T. Caelli  and D. Barone


Multiscale Conditional Random Fields for Image Labelling
             X. He, R. Zemel  and M. Carreira-Perpinan


A Graphical Model Framework for Coupling MRFs and Deformable Models
             R. Huang, V. Pavlovic  and D. Metaxas


Flexible Spatial Models for Grouping Local Image Features
G. Carneiro and A. Jepson


Sharing Features: Efficient Boosting Procedure for Multiclass Object
Detection
             A. Torralba, K.P. Murphy  and W.T. Freeman


Learning to Segment Images Using Region-Based Perceptual Features
             J. Kaufhold  and A. Hoogs