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I am a PhD student at the IMAGINE lab, under the supervision of Renaud Marlet. As a student I am associated to the Doctoral School of Mathematics and Information Sciences (MSTIC) of Université Paris-Est. As a researcher I am hired by École des Ponts ParisTech. You can email me at my gmail address mateusz.kozinski |
Research
My interests involve computer vision and machine learning in general, and in particular the optimization problems emerging in these domains. While my PhD project was focused on parsing images of building facades, I am also keen on applications involving medical images.
Publications
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A MRF Shape Prior for Facade Parsing With Occlusions [pdf]Mateusz Koziński, Raghudeep Gadde, Sergey Zagoruyko, Guillaume Obozinski, Renaud MarletIEEE Conference on Computer Vision and Pattern Recognition 2015 |
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Beyond Procedural Facade Parsing: Bidirectional Alignment via Linear Programming [pdf]Mateusz Koziński, Guillaume Obozinski, Renaud MarletAsian Conference on Computer Vision 2014 |
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Image Parsing with Graph Grammars and Markov Random Fields [pdf]Mateusz Koziński, Renaud MarletIEEE Winter Conference on Applications of Computer Vision 2014 |
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High-Level Bottom-Up Cues for Top-Down Parsing of Facade Images [pdf]David Ok, Mateusz Koziński, Renaud Marlet, Nikos ParagiosInternational Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission 2012 |