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research [2015/09/24 22:05]
Quirin Lohr
research [2019/05/22 12:45] (current)
Vladimir Golkov
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-====== Research ======+====== Research ​Areas ======
  
 Our research group is working on a range of topics in Computer Vision, Image Processing and Pattern Recognition. Computer Vision is about interpreting images. More specifically the goal is to infer properties of the observed world from an image or a collection of images. Our work combines a range of mathematical domains including statistical inference, differential geometry, continuous (partial differential equations) and discrete (graph-theoretic) optimization techniques. Our research group is working on a range of topics in Computer Vision, Image Processing and Pattern Recognition. Computer Vision is about interpreting images. More specifically the goal is to infer properties of the observed world from an image or a collection of images. Our work combines a range of mathematical domains including statistical inference, differential geometry, continuous (partial differential equations) and discrete (graph-theoretic) optimization techniques.
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 |  [[research:​Image-based 3D Reconstruction|{{:​spezial:​bib:​kbc_pami11.jpg?​120|}}]] [[research:​Image-based 3D Reconstruction]] ​ |  [[research:​Optical Flow Estimation|{{:​spezial:​bib:​nieuwenhuis_et_al_dagm10.jpg|}}]] [[research:​Optical Flow Estimation]] ​ |  [[research:​Shape Analysis|{{:​research:​shape_analysis:​shape_matching.png?​120|}}]] [[research:​Shape Analysis]] ​ |  [[research:​robotvision|{{:​members:​sturmju:​parrot.jpg?​120|}}]] [[research:​robotvision|Robot Vision]] ​ | |  [[research:​Image-based 3D Reconstruction|{{:​spezial:​bib:​kbc_pami11.jpg?​120|}}]] [[research:​Image-based 3D Reconstruction]] ​ |  [[research:​Optical Flow Estimation|{{:​spezial:​bib:​nieuwenhuis_et_al_dagm10.jpg|}}]] [[research:​Optical Flow Estimation]] ​ |  [[research:​Shape Analysis|{{:​research:​shape_analysis:​shape_matching.png?​120|}}]] [[research:​Shape Analysis]] ​ |  [[research:​robotvision|{{:​members:​sturmju:​parrot.jpg?​120|}}]] [[research:​robotvision|Robot Vision]] ​ |
 |  [[research:​RGB-D sensors (Kinect)|{{:​spezial:​bib:​sturm11rss-rgbd.jpg|}}]] [[research:​RGB-D sensors (Kinect)]] ​ |  [[research:​Image Segmentation|{{:​spezial:​bib:​nieuwenhuis-cremers-pami12.jpg?​120|}}]] [[research:​Image Segmentation]] ​ |  [[research:​Convex Relaxation Methods|{{:​spezial:​bib:​strekalovskiy_et_al_cvpr12.png|}}]] [[research:​Convex Relaxation Methods]] ​ |  [[research:​vslam|{{:​research:​semidense.png?​direct&​120|}}]] [[research:​vslam|]] ​ | |  [[research:​RGB-D sensors (Kinect)|{{:​spezial:​bib:​sturm11rss-rgbd.jpg|}}]] [[research:​RGB-D sensors (Kinect)]] ​ |  [[research:​Image Segmentation|{{:​spezial:​bib:​nieuwenhuis-cremers-pami12.jpg?​120|}}]] [[research:​Image Segmentation]] ​ |  [[research:​Convex Relaxation Methods|{{:​spezial:​bib:​strekalovskiy_et_al_cvpr12.png|}}]] [[research:​Convex Relaxation Methods]] ​ |  [[research:​vslam|{{:​research:​semidense.png?​direct&​120|}}]] [[research:​vslam|]] ​ |
-|[[research:​sceneflow|{{:​research:​scene_flow.png?​120|3D Scene Flow}}]] [[research:​sceneflow|Scene Flow Estimation]] ​ |   ​[[research:​deeplearning|{{:​spezial:​bib:​flownet-iccv-15.png?​direct&​120|}}]][[research:​deeplearning]] ​  |+|[[research:​sceneflow|{{:​research:​scene_flow.png?​120|3D Scene Flow}}]] [[research:​sceneflow|Scene Flow Estimation]] ​ |   ​[[research:​deeplearning|{{:​spezial:​bib:​flownet-iccv-15.png?​direct&​120|}}]] [[research:​deeplearning]]   ​| ​ [[research:​biomed|{{:​spezial:​bib:​golkov-et-al-nips2016.png?​direct&​120|}}]] [[research:​biomed]]   |
  
  

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