Prof. Dr.-Ing. Laura Leal-Taixé
Laura Leal-Taixé left the Institut für Informationsverabeitung.
Publications and research activities from the time after the departure are not listed here.
Laura Leal-Taixé was born in Barcelona in 1984. She studied Telecommunications Engineering at the Technical University of Catalonia (UPC).

She went to Boston, USA in 2007 to do her Masters Thesis at Northeastern University with a fellowship from the Vodafone foundation. She worked with Prof. Dana Brooks on computer vision and image processing for medical images, presenting the thesis “Automatic Segmentation of multi-stain histology images of arteries”.

Since 2009, she is working towards her PhD degree at the Institut für Informationsverarbeitung (TNT) of the Leibniz University of Hannover, Germany. Her research interests include multiple target tracking and action recognition and classification. She is working on the HoloVision and Multiple people tracking projects.

Research Interests


  • Multiple object tracking
  • Motion analysis and classification
  • Network flow linear programming
  • Group and crowd analysis

News


  • From January 2012 to November 2012, I visited the Vision Lab at University of Michigan with Prof. Savarese.

  • Gerard , Stephan and I designed the new website for the TNT !

Code


  • CVPR 2012: The CODE of our multi-view multi-object tracker has been released! Download it here. If you use this code, please cite the corresponding paper

  • ICCVW 2011: The CODE of our multiple people tracker based on linear programming and including social and grouping behavior has been released! Download it here. If you use this code, please cite the corresponding paper
Show recent publications only
  • Conference Contributions
    • Roberto Henschel, Laura Leal-Taixé, Daniel Cremers, Bodo Rosenhahn
      Fusion of Head and Full-Body Detectors for Multi-Object Tracking
      Computer Vision and Pattern Recognition Workshops (CVPRW), accepted as spotlight presentation, June 2018
    • Michele Fenzi, Laura Leal-Taixé, Jörn Ostermann, Tinne Tuytelaars
      Continuous Pose Estimation with a Spatial Ensemble of Fisher Regressors
      IEEE International Conference on Computer Vision (ICCV), Santiago, Chile, December 2015
    • Michele Fenzi, Laura Leal-Taixé, Konrad Schindler, Jörn Ostermann
      Pose Estimation of Object Categories in Videos Using Linear Programming
      IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, Hawaii, USA, January 2015
    • Roberto Henschel, Laura Leal-Taixé, Rosenhahn Bodo
      Solving Multiple People Tracking In A Minimum Cost Arborescence
      IEEE Winter Conference on Applications of Computer Vision Workshops (WACVW), accepted as oral presentation, 1st Workshop on Benchmarking Multi-target Tracking (BMTT), Waikoloa Beach, Hawaii, USA, January 2015
    • Roberto Henschel, Laura Leal-Taixé, Bodo Rosenhahn
      Efficient Multiple People Tracking Using Minimum Cost Arborescences
      German Conference on Pattern Recognition (GCPR), accepted as oral presentation, Münster, Germany, September 2014
    • Laura Leal-Taixé, Michele Fenzi, Alina Kuznetsova, Bodo Rosenhahn, Silvio Savarese
      Learning an Image-based Motion Context for Multiple People Tracking
      IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, June 2014
    • Laura Leal-Taixé, Michele Fenzi, Alina Kuznetsova, Bodo Rosenhahn, Silvio Savarese
      Multi-target tracking with context from interaction feature strings
      SUNw: Scene Understanding Workshop at IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, June 2014
    • Alina Kuznetsova, Laura Leal-Taixé, Bodo Rosenhahn
      Real-time sign language recognition using a consumer depth camera
      IEEE International Conference on Computer Vision Workshops (ICCVW), 3rd Workshop on Consumer Depth Cameras for Computer Vision (CDC4CV), December 2013
    • Michele Fenzi, Laura Leal-Taixé, Bodo Rosenhahn, Jörn Ostermann
      Class Generative Models based on Feature Regression for Pose Estimation of Object Categories
      IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, June 2013
    • Michele Fenzi, Ralf Dragon, Laura Leal-Taixé, Bodo Rosenhahn, Jörn Ostermann
      3D Object Recognition and Pose Estimation for Multiple Objects using Multi-Prioritized RANSAC and Model Updating
      Annual Symposium of the German Association for Pattern Recognition (DAGM), accepted as oral presentation , Graz, Austria, August 2012
    • Laura Leal-Taixé, Gerard Pons-Moll, Bodo Rosenhahn
      Branch-and-price global optimization for multi-view multi-object tracking
      IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Providence, Rhode Island, USA., June 2012
    • Gerard Pons-Moll, Andreas Baak, Juergen Gall, Laura Leal-Taixe, Meinard Mueller, Hans-Peter Seidel, Bodo Rosenhahn
      Outdoor Human Motion Capture using Inverse Kinematics and von Mises-Fisher Sampling
      IEEE International Conference on Computer Vision (ICCV), November 2011
    • Laura Leal-Taixé, Gerard Pons-Moll, Bodo Rosenhahn
      Everybody needs somebody: modeling social and grouping behavior on a linear programming multiple people tracker
      IEEE International Conference on Computer Vision Workshops (ICCVW). 1st Workshop on Modeling, Simulation and Visual Analysis of Large Crowds, November 2011
    • Gerard Pons-Moll, Laura Leal-Taixé, Tri Truong, Bodo Rosenhahn
      Efficient and Robust Shape Matching for Model Based Human Motion Capture
      33rd Annual Symposium of the German Association for Pattern Recognition (DAGM) , September 2011
    • Stojan Maleschlijski, Laura Leal-Taixé, Sebastian Weiße, Alessio Di Fino, Nicholas Aldred, A. S. Clare, G. Hernán Sendra, Bodo Rosenhahn, Axel Rosenhahn
      A stereoscopic approach for three dimensional tracking of marine biofouling microorganisms
      Microscopic Image Analysis with Applications in Biology (MIAAB). Heidelberg, Germany, September 2011
    • Laura Leal-Taixé, Matthias Heydt, Sebastian Weiße, Axel Rosenhahn, Bodo Rosenhahn
      Classification of swimming microorganisms motion patterns in 4D digital in-line holography data
      32nd Annual Symposium of the German Association for Pattern Recognition (DAGM), Springer, Vol. 6376, pp. 283-292, 2010
    • Laura Leal-Taixé, Matthias Heydt, Axel Rosenhahn, Bodo Rosenhahn
      Automatic tracking of swimming microorganisms in 4D digital in-line holography data
      IEEE Workshop on Motion and Video Computing (WMVC), Snowbird, Utah, USA., December 2009
    • Laura Leal-Taixé, Ahmet U. Coskun, Bodo Rosenhahn, Dana H. Brooks
      Automatic segmentation of arteries in multi-stain histology images
      World Congress on Medical Physics and Biomedical Engineering, Munich (Germany), September 7th-12th, 2009
  • Journals
    • S. Maleschlijski, G. H. Sendra, A. Di Fino, L. Leal-Taixé, I. Thome, A. Terfort, N. Aldred, M. Grunze, A. S. Clare, B. Rosenhahn, A. Rosenhahn
      Three dimensional tracking of exploratory behavior of barnacle cyprids using stereoscopy
      Biointerphases. Journal for the Quantitative Biological Interface Data., Springer, August 2012
  • Books
    • Laura Leal-Taixé
      Multiple object tracking with context awareness
      PhD Thesis. Leibniz University Hannover., 2014
  • Book Chapters
    • Laura Leal-Taixé, Bodo Rosenhahn
      Pedestrian interaction in tracking: the social force model and global optimization methods
      Modeling, Simulation and Visual Analysis of Crowds: A multidisciplinary perspective, Springer, September 2012, edited by Saad Ali, Ko Nishino, Dinesh Manocha and Mubarak Shah
    • Laura Leal-Taixé, Gerard Pons-Moll, Bodo Rosenhahn
      Exploiting pedestrian interaction via global optimization and social behaviors
      Theoretic Foundations of Computer Vision: Outdoor and Large-Scale Real-World Scene Analysis, Springer, April 2012, edited by F. Dellaert, J.-M. Frahm, M. Pollefeys, L. Leal-Taixé, B. Rosenhahn
    • Gerard Pons-Moll, Laura Leal-Taixé, Juergen Gall, Bodo Rosenhahn
      Data-driven Manifolds for Outdoor Motion Capture
      Theoretic Foundations of Computer Vision: Outdoor and Large-Scale Real-World Scene Analysis, Springer, April 2012, edited by F. Dellaert, J.-M. Frahm, M. Pollefeys, L. Leal-Taixé, B. Rosenhahn
    • Laura Leal-Taixé, Matthias Heydt, Axel Rosenhahn, Bodo Rosenhahn
      Understanding what we cannot see: automatic analysis of 4D digital in-line holographic microscopy data
      Video Processing and Computational Video, Springer, July 2011, edited by D. Cremers, M.A. Magnor, M.R. Oswald, L. Zelnik-Manor
  • Technical Report
    • Roberto Henschel, Laura Leal-Taixé, Daniel Cremers, Bodo Rosenhahn
      Improvements to Frank-Wolfe optimization for multi-detector multi-object tracking
      arXiv preprint, May 2017
    • Roberto Henschel, Laura Leal-Taixé, Bodo Rosenhahn, Konrad Schindler
      Tracking with multi-level features
      arXiv, July 2016
Other activities

  • Web designer for the new website launched on July 2011!

  • Former Teaching assistant of lecture Tracking and Matching (Summer 2010)

  • Teaching assistant of lecture Laboratory: MatLab