117 citations · 323 across the 20 of their papers we have counts for
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stat.ML2015★ 3 cited
Tree-Cut for Probabilistic Image Segmentation
Shell X. Hu, Christopher K. I. Williams, Sinisa Todorovic
This paper presents a new probabilistic generative model for image segmentation, i.e. the task of partitioning an image into homogeneous regions. Our model is grounded on a mid-lev…
cs.LG2015★ 2 cited
Discriminative Switching Linear Dynamical Systems applied to Physiological Condition Monitoring
Konstantinos Georgatzis, Christopher K. I. Williams
We present a Discriminative Switching Linear Dynamical System (DSLDS) applied to patient monitoring in Intensive Care Units (ICUs). Our approach is based on identifying the state-o…