The Machine Learning and Perception group is one of the major research groups at Microsoft Research Cambridge. Its research broadly aims at structure and exploiting structure in real-world data sets, with applications such as matchmaking in online gaming, intelligent image processing, web search and analysis of DNA data.
The Computer Vision group has an exciting research agenda around the topics of human body tracking, image and video editing, object class recognition, medical image analysis, and the theory of large-scale optimisation. An example of our recent success is the award-winning work on skeletal tracking in Microsoft’s Kinect.
The group has embedded researchers and developers from a number of Microsoft product groups in the area of online services. Collaborative research areas include information retrieval for Bing, SharePoint, Yammer, auction design and optimisation for adCenter, and recommendation systems for Xbox Live.
- Toby Sharp, Cem Keskin, Duncan Robertson, Jonathan Taylor, Jamie Shotton, David Kim, Christoph Rhemann, Ido Leichter, Alon Vinnikov, Yichen Wei, Daniel Freedman, Pushmeet Kohli, Eyal Krupka, Andrew Fitzgibbon, and Shahram Izadi, Accurate, Robust, and Flexible Real-time Hand Tracking, CHI, April 2015
- Kevin Schelten, Sebastian Nowozin, Jeremy Jancsary, Carsten Rother, and Stefan Roth, Interleaved Regression Tree Field Cascades for Blind Image Deconvolution, IEEE – Institute of Electrical and Electronics Engineers, 6 January 2015
- Kenton O'Hara, Gerardo Gonzalez, Abigail Sellen, Graeme Penney, Varnavas, Helena Mentis, Antonio Criminisi, Robert Corish, Mark Rouncefield, Neville Dastur, and Tom Carrell, Touchless Interaction in Surgery, in Communications of the ACM, December 2014
- Sebastian Nowozin, Peter V. Gehler, Jeremy Jancsary, and Christoph H. Lampert, Advanced Structured Prediction, MIT Press, 1 November 2014
- Andrew D. Gordon, Claudio Russo, Marcin Szymczak, Johannes Borgstrom, Nicolas Rolland, Thore Graepel, and Daniel Tarlow, Probabilistic Programs as Spreadsheet Queries, no. MSR-TR-2014-135, November 2014
Please refer to the research area pages and the homepages of individual group members.
- The Machine Learning and Perception Group has vacancies from time to time. We are always interested to hear from outstanding scientists, especially recent PhDs, but also established researchers. For further information please contact Chris Bishop.
Every year, we welcome several interns in the Machine Learning and Perception group. To apply for an internship, please refer to the Cambridge Lab Intership Program page.
What former interns have said: “An inspiring place to work — lots of clever people and exciting research!”
— Timothy Hospedales, Intern, Microsoft Research Cambridge
- Machine Learning and Perception
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