yuri boykov research interests
DESCRIPTION
Combinatorial optimization algorithms Geometric, probabilistic, information theoretic, and physics based models. Yuri Boykov Research Interests. Computer Vision Medical Image Analysis Graphics. Geometric methods, combinatorial algorithms Segmentation. - PowerPoint PPT PresentationTRANSCRIPT
The University of
Ontario
Yuri Boykov
Research Interests
Computer Vision
Medical Image Analysis
Graphics
Combinatorial optimization algorithms
Geometric, probabilistic, information theoretic, and
physics based models.
The University of
Ontario
Geometric methods, combinatorial algorithmsSegmentation
The University of
Ontario
Geometric methods, combinatorial algorithms Motion
beating heart
The University of
Ontario
Geometric methods, combinatorial algorithms Multi-view shape reconstruction
3D model
multi-view reconstruction set up
Furukawa&Ponce ECCV’06
The University of
Ontario
Geometric methods, combinatorial algorithms Multi-view shape reconstruction
3D model
multi-view reconstruction set up
Furukawa&Ponce ECCV’06
(texture mapped)
The University of
Ontario
Geometric methods, combinatorial algorithms Surface fitting
a cloud of 3D points (e.g. from a laser scanner)
3D model:
surface fitting:
The University of
Ontario
Geometric methods, combinatorial algorithms Texture synthesis
The University of
Ontario
Geometric methods, combinatorial algorithms model fitting
“left eye” image “right eye” image
The University of
Ontario
Geometric methods, combinatorial algorithmsmodel fitting
“left eye” image “right eye” image
fitted planes
The University of
OntarioGraduate courses
9587: Algorithms for Image Analysis (fall)• optimization algorithms in computer vision and
medical imaging
9837: Computer Vision for Graphics (winter)• graduate seminar• research papers from SIGGRAPH, ICCV, ECCV,CVPR
The University of
OntarioResearch (on a technical side)
Fast inference algorithms for Markov Random Fields
Global optimization in infinite-dimensional spaces (functions /surfaces)
Discrete metric spaces
Efficient combinatorial algorithms
...
The University of
OntarioCollaborations
University of Bonn, Germany University College London, UK Lund University, Sweden Oxford Brooks University, UK Moscow State University, Russia Ecole Nationale de Pont et Chaussese, Paris, France Microsoft Research, Cambridge, UK Siemens Research, Princeton, USA