Boris Yangel
I’m a PhD student in the department of Computational Mathematics and Cybernetics at the Moscow State University, supervised by Dmitry Vetrov. Formely an image search quality team leader at Yandex, I now spend most of my time working as a software engineer on the Infer.NET project at Microsoft Research Cambridge.In my PhD thesis I study image segmentation with shape priors.Research interests
- Bayesian inference
- Probabilistic modelling
- Graphical models
- Computer vision
- Information retrieval
Selected publications
- Boris Yangel, Dmitry Vetrov. Image Segmentation with a Shape Prior Based on Simplified Skeleton. In Proceedings of International Workhop on Energy Minimization Methods (EMMCVPR2011), 2011. pdf
- Boris Yangel, Dmitry Vetrov. Learning a Model for Shape-Constrained Image Segmentation from Weakly Labeled Data. In Proceedings of International Workhop on Energy Minimization Methods (EMMCVPR2013), 2013. pdf
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