projects
Here are the projects I am working on
(click below to access individual project pages)
InneEye: medical image analysis
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Object class recognition
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i2i -- 3D visual communication
Image and video editing
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C-Slate for remote collaboration
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Geometric modeling from images
Demos
please click here for some cool visual demos.
Publications
2013
- Darko Zikic, Ben Glocker, and Antonio Criminisi, Atlas Encoding by Randomized Forests for Efficient Label Propagation, in MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention, Springer, September 2013
- Ben Glocker, Darko Zikic, Ender Konukoglu, David R. Haynor, and Antonio Criminisi, Vertebrae Localization in Pathological Spine CT via Dense Classification from Sparse Annotations, in MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention, Springer, September 2013
- DongHye Ye, Darko Zikic, Ben Glocker, Antonio Criminisi, and Ender Konukoglu, Modality Propagation: Coherent Synthesis of Subject-Specific Scans with Data-Driven Regularization, in MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention, Springer, September 2013
- Jamie Shotton, Ben Glocker, Christopher Zach, Shahram Izadi, Antonio Criminisi, and Andrew Fitzgibbon, Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images, in Proc. Computer Vision and Pattern Recognition (CVPR), IEEE, June 2013
- P. Kontschieder, P. Kohli, J. Shotton, and A. Criminisi, GeoF: Geodesic Forests for Learning Coupled Predictors, in Proc. Computer Vision and Pattern Recognition (CVPR), IEEE, June 2013
- A. Criminisi and J. Shotton, Decision Forests for Computer Vision and Medical Image Analysis, Springer, February 2013
- E. Geremia, D. Zikic, O. Clatz, B.H. Menze, B. Glocker, E. Konukoglu, J. Shotton, O.M. Thomas, S.J. Price, T. Das, R. Jena, N. Ayache, and A. Criminisi, Classification Forests for Semantic Segmentation of Brain Lesions in Multi-Channel MRI, in Decision Forests for Computer Vision and Medical Image Analysis, Springer, 2013
- N. Pittman, A. Forin, A. Criminisi, J. Shotton, and A. Mahram, Image Segmentation Using Hardware Forest Classifiers, in Intl Symp. on Field-Programmable Custom Computing Machines (FCCM), IEEE, 2013
- B. Menze, G. Langs, A. Montillo, Z. Tu, and A. Criminisi, Medical Computer Vision: recognition techniques and applications in medical imaging (2nd MICCAI-MCV workshop), Springer, 2013
- Ender Konukoglu, Ben Glocker, Darko Zikic, and Antonio Criminisi, Neighbourhood Approximation using Randomized Forests, in Medical Image Analysis, Elsevier, 2013
- A. Criminisi, D. Robertson, O. Pauly, B. Glocker, E. Konukoglu, J. Shotton, D. Mateus, A. Martinez Möller, S.G. Nekolla, and N. Navab, Anatomy Detection and Localization in 3D Medical Images, in Decision Forests for Computer Vision and Medical Image Analysis, Springer, 2013
- Jamie Shotton, Ross Girshick, Andrew Fitzgibbon, Toby Sharp, Mat Cook, Mark Finocchio, Richard Moore, Pushmeet Kohli, Antonio Criminisi, Alex Kipman, and Andrew Blake, Efficient Human Pose Estimation from Single Depth Images, in Decision Forests for Computer Vision and Medical Image Analysis, Springer, 2013
- Ender Konukoglu, Ben Glocker, Antonio Criminisi, and Kilian M. Pohl, WESD - Weighted Spectral Distance for Measuring Shape Dissimilarity, in Transactions Pattern Analysis and Machine Intelligence (PAMI), IEEE, 2013
- A. Criminisi, D. Robertson, E. Konukoglu, J. Shotton, S. Pathak, S. White, and K. Siddiqui, Regression Forests for Efficient Anatomy Detection and Localization in Computed Tomography Scans, in Medical Image Analysis (MedIA), Elsevier, 2013
- A. Montillo, J. Tu, J. Shotton, J. Winn, J.E. Iglesias, D.N. Metaxas, and A. Criminisi, Entanglement and Differentiable Information Gain Maximization, in Decision Forests for Computer Vision and Medical Image Analysis, Springer, 2013
- Kenton O'Hara, Abigail Sellen, Gerardo Gonzalez, Tom Carrell, Helena Mentis, Graeme Penney, Antonio Criminisi, Robert Corish, Mark Rouncefield, Neville Dastur, and Varnavas, Touchless Interaction in Surgery (in press), in Communications of the ACM, 2013
2012
- Ender Konukoglu, Ben Glocker, DongHye Ye, Antonio Criminisi, and Kilian M. Pohl, Discriminative Segmentation-based Evaluation through Shape Dissimilarity, in Transactions on Medical Imaging (TMI), IEEE, December 2012
- P. Kontschieder, S. Rota Bulo', A. Criminisi, P. Kohli, M. Pelillo, and H. Bischof, Context-Sensitive Decision Forests for Object Detection, in Neural Information Processing Systems (NIPS), December 2012
- E. Geremia, B. Menze, M. Prastawa, A. Criminisi, and N. Ayache, Brain tumor cell rate estimation from multi-modal MR images based on a synthetic tumor growth model, in MICCAI workshop on Medical Computer Vision (MCV), October 2012
- L. Le Folgoc, H. Delingette, N. Ayache, and A. Criminisi, Current-based 4D shape analysis for the mechanical personalization of heart models, in MICCAI workshop on Medical Computer Vision (MCV), October 2012
- D. Zikic, B. Glocker, E. Konukoglu, A. Criminisi, J. Shotton, C. Demiralp, O. Thomas, T. Das, R. Jena, and S. Price, Decision Forests for Tissue-specific Segmentation of High-grade Gliomas in Multi-channel MR, in MICCAI - 15th International Conference on Medical Image Computing and Computer Assisted Intervention, Springer, October 2012
- Ben Glocker, Johannes Feulner, Antonio Criminisi, David R. Haynor, and Ender Konukoglu, Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans, in MICCAI - 15th International Conference on Medical Image Computing and Computer Assisted Intervention, Springer, October 2012
- Ender Konukoglu, Ben Glocker, Darko Zikic, and Antonio Criminisi, Neighbourhood Approximation Forests, in MICCAI - 15th International Conference on Medical Image Computing and Computer Assisted Intervention, Springer, October 2012
- D. Zikic, B. Glocker, E. Konukoglu, J. Shotton, A. Criminisi, D. Ye, C. Demiralp, O. M. Thomas, T. Das, R. Jena, and S. J. Price, Context-sensitive Classification Forests for Segmentation of Brain Tumor Tissues, in MICCAI 2012 Challenge on Multimodal Brain Tumor Segmentation, October 2012
- Ben Glocker, Olivier Pauly, Ender Konukoglu, and Antonio Criminisi, Joint Classification-Regression Forests for Spatially Structured Multi-Object Segmentation, in ECCV - 12th European Conference on Computer Vision, Springer, October 2012






