My name is Jeroen Chua, and I'm a fourth year PhD student, working with Pedro Felzenszwalb at Brown University. Prior to coming to Brown, I completed my Master's in ECE at the University of Toronto under Brendan Frey.
I'm interested machine learning (probabilistic grammars, Bayesian modelling and inference, variational methods) and computer vision (object localization, image segmentation, medical image analysis).
Email: jeroen_chua at X.edu
X = brown
Office: Thomas J. Watson Sr. Center for Information Technology (CIT)- Room 423
115 Waterman Street, Providence, RI 02912
Learning Structural Element Patch Models with Hierarchical Palettes
Jeroen C. Chua, Inmar E. Givoni, Ryan P. Adams, Brendan J. Frey
"IEEE Conference on Computer Vision and Pattern Recognition 2012". pdf
Bayesian Painting by Numbers: Flexible Priors for Colour-Invariant Object Recognition
J.C. Chua, I.E. Givoni, R.P. Adams, B.J. Frey
"Computer Vision and Machine Learning for Image and Video Analysis", Eds. R. Cipolla, S. Battiato and G. M. Farinella (2012), Studies in Computational Intelligence, Springer-Verlag Berlin Heidelberg. pdf
Scene Grammars, Factor Graphs, and Belief Propagation
J. Chua, P. Felzenszwalb pdf
"Learning Patch-Based Structural Element Models With Hierarchical Palettes".