Learning to estimate scenes from images

Learning Low-Level Vision

International Journal of Computer Vision - Special issue on statistical and computational theories of vision: modeling, learning, sampling and computing, Part I

Probabilistic Tracking with Exemplars in a Metric Space

International Journal of Computer Vision - Marr Prize Special Issue

Example-Based Super-Resolution

IEEE Computer Graphics and Applications

Bayesian inference of visual motion boundaries

Exploring artificial intelligence in the new millennium

Tree consistency and bounds on the performance of the max-product algorithm and its generalizations

Statistics and Computing

Calibrating distributed camera networks using belief propagation

EURASIP Journal on Applied Signal Processing

Reconstructing relief surfaces

Image and Vision Computing

Belief optimization for binary networks: a stable alternative to loopy belief propagation

UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence