Teaching computers to understand the visual world
We want to change the way you interact with visual data. We want to make your photos magical, we want to deeply understand images and videos from cameras everywhere: in your phone, on your Xbox, in your fridge, on robots, in cars, anywhere. We want you to be able to find your stuff, answer questions, make fantastic new images. And we do that by inventing new algorithms and thinking of new mathematical models for how images come to be.
Y. Ioannou, D. Robertson, J. Shotton, R. Cipolla, and A. Criminisi, Training Convolutional Neural Networks with Low-rank Filters for Efficient Image Classification, in arXiv:1511.06744v2 and Int Conf. on Learning Representations (ICLR), May 2016.
A. Ghosh, V. Wottschel, E. Kaden, J. Zhang, H. Zhang, S. N. Sotiropoulos, D. Zikic, T. B. Dyrby, A. Criminisi, and D. C. Alexander, Generalisability of Image Quality Transfer: Can we approximate in-vivo human brains from dead monkey brains?, in Intl Society for Magnetic Resonance in Medicine (ISMRM), May 2016.
M. D'Souza, J. Burggraaff, S. Steinheimer, P. Kontschieder, C. Morrison, J. Dorn, P. Tewarie, K. Miciunaite, A. Sellen, A. Criminisi, C. Kamm, F. Dahlke, B. Uitdehaag, and L. Kappos, Accuracy of depth-sensing recordings in classifying Expanded Disability Status Scale subscores of motor dysfuntion in patients with multiple sclerosis, Microsoft Research, April 2016.
Aamir Anis, Philip A. Chou, and Antonio Ortega, COMPRESSION OF DYNAMIC 3D POINT CLOUDS USING SUBDIVISIONAL MESHES AND GRAPH WAVELET TRANSFORMS, in Int'l Conf. on Acoustics, Speech, and Signal Processing (ICASSP), IEEE – Institute of Electrical and Electronics Engineers, March 2016.
C. Morrison, K. Huckvale, B. Corish, J. Dorn, P. Kontschieder, K. O'Hara, ASSESS MS Team, A. Criminisi, and A. Sellen, Assessing Multiple Sclerosis with Kinect: Designing Computer Vision Systems for Real-World Use, in Human-Computer Interaction, January 2016.
Join us! Do you love to turn mathematics into code? Do you want to build the future? Then Apply here.
- Photo Story
- Network Morphism
- Food Recognition
- Video and Language
- Peeking Template Matching for Depth Extension
- SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips
- RoomAlive Toolkit
- Depth from Time-of-Flight
Our research page.