Laura Leal-Taixé bio photo

Laura Leal-Taixé

I'm from the lively town of Barcelona! I currently work in Munich as a postdoctoral researcher, after spending some wonderful time in Zurich, Ann Arbor and Hannover.

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My Publications

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R. Henschel, L. Leal-Taixé, D. Cremers and B. Rosenhahn
Improvements to Frank-Wolfe optimization for multi-detector multi-object tracking
arXiv:1705.08314, 2017.
[BibTeX] [PDF]

@article{henschel:arxiv:2017,
  author = {R. Henschel and L. Leal-Taixé and D. Cremers and B. Rosenhahn},
  title = {Improvements to Frank-Wolfe optimization for multi-detector multi-object tracking},
  journal = {arXiv:1705.08314},
  year = {2017}
}

L. Leal-Taixé, A. Milan, K. Schindler, D. Cremers, I. Reid and S. Roth
Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking
arXiv:1704.02781, 2017.
[BibTeX] [PDF]

@article{lealtaixearxiv2017,
  author = {L. Leal-Taixé and A. Milan and K. Schindler and D. Cremers and I. Reid and S. Roth},
  title = {Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking},
  journal = {arXiv:1704.02781},
  year = {2017}
}

C. Hazirbas, L. Leal-Taixé and D. Cremers
Deep Depth from Focus
arXiv:1704.01085, 2017.
[BibTeX] [PDF]

@article{hazirbas:arxiv:2017,
  author = {C. Hazirbas and L. Leal-Taixé and D. Cremers},
  title = {Deep Depth from Focus},
  journal = {arXiv:1704.01085},
  year = {2017}
}

S. Caelles, K.-K. Maninis, J. Pont-Tuset, L. Leal-Taixé, D. Cremers and L. Van Gool
One-Shot Video Object Segmentation
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
[BibTeX] [PDF]

@article{caellescvpr2017,
  author = {S. Caelles and K.-K. Maninis and J. Pont-Tuset and L. Leal-Taixé and D. Cremers and L. Van Gool},
  title = {One-Shot Video Object Segmentation},
  journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017}
}

F. Walch, C. Hazirbas, L. Leal-Taixé, T. Sattler, S. Hilsenbeck and D. Cremers
Image-based localization using LSTMs for structured feature correlation
arXiv:1611.07890v2, 2016.
[BibTeX] [PDF]

@article{walcharxiv2016,
  author = {F. Walch and C. Hazirbas and L. Leal-Taixé and T. Sattler and S. Hilsenbeck and D. Cremers},
  title = {Image-based localization using LSTMs for structured feature correlation},
  journal = {arXiv:1611.07890v2},
  year = {2016}
}

R. Henschel, L. Leal-Taixé, B. Rosenhahn and K. Schindler
Tracking with multi-level features
arXiv:1607.07304 [Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)], 2016.
[BibTeX] [PDF]

@article{henschelarxiv2016,
  author = {R. Henschel and L. Leal-Taixé and B. Rosenhahn and K. Schindler},
  title = {Tracking with multi-level features},
  journal = {arXiv:1607.07304 [Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)]},
  year = {2016}
}

L. Leal-Taixé, C. Canton-Ferrer and K. Schindler
Learning by tracking: siamese CNN for robust target association
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR). DeepVision: Deep Learning for Computer Vision., 2016.
[BibTeX] [PDF]

@article{lealcvprw2016,
  author = {L. Leal-Taixé and C. Canton-Ferrer and K. Schindler},
  title = {Learning by tracking: siamese CNN for robust target association},
  journal = {IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR). DeepVision: Deep Learning for Computer Vision.},
  year = {2016}
}

A. Milan, L. Leal-Taixé, I. Reid, S. Roth and K. Schindler
MOT16: A benchmark for multi-object tracking
arXiv:1603.00831, 2016.
[BibTeX] [PDF] [MOTChallenge]

@article{milanarxiv2016,
  author = {A. Milan and L. Leal-Taixé and I. Reid and S. Roth and K. Schindler},
  title = {MOT16: A benchmark for multi-object tracking},
  journal = {arXiv:1603.00831},
  year = {2016}
}

M. Fenzi, L. Leal-Taixé, J. Ostermann and T. Tuytelaars
Continuous Pose Estimation with a Spatial Ensemble of Fisher Regressors
IEEE International Conference on Computer Vision (ICCV), 2015.
[BibTeX] [PDF]

@article{fenziiccv2015,
  author = {M. Fenzi and L. Leal-Taixé and J. Ostermann and T. Tuytelaars},
  title = {Continuous Pose Estimation with a Spatial Ensemble of Fisher Regressors},
  journal = {IEEE International Conference on Computer Vision (ICCV)},
  year = {2015}
}

A. Milan, L. Leal-Taixé, K. Schindler and I. Reid
Joint Tracking and Segmentation of Multiple Targets
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
[BibTeX] [PDF]

@article{milancvpr2015,
  author = {A. Milan and L. Leal-Taixé and K. Schindler and I. Reid},
  title = {Joint Tracking and Segmentation of Multiple Targets},
  booktitle = {CVPR},
  journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2015}
}

L. Leal-Taixé, A. Milan, I. Reid, S. Roth and K. Schindler
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking
arXiv:1504.01942, 2015.
[BibTeX] [PDF] [MOTChallenge]

@article{lealarxiv2015,
  author = {L. Leal-Taixé and A. Milan and I. Reid and S. Roth and K. Schindler},
  title = {MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking},
  journal = {arXiv:1504.01942},
  year = {2015}
}

D.A.B. Oliveria, L. Leal-Taixé, R.Q. Feitosa and B. Rosenhahn
Automatic tracking of vessel-like structures from a single starting point
Computerized Medical Imaging and Graphics, 2015.
[BibTeX] [PDF]

@article{oliveiracmig2015,
  author = {D.A.B. Oliveria and L. Leal-Taixé and R.Q. Feitosa and B. Rosenhahn},
  title = {Automatic tracking of vessel-like structures from a single starting point},
  journal = {Computerized Medical Imaging and Graphics},
  year = {2015}
}

M. Fenzi, L. Leal-Taixé, K. Schindler and B. Rosenhahn
Pose Estimation of Object Categories in Videos Using Linear Programming
IEEE Winter Conference on Applications of Computer Vision (WACV), 2015.
[BibTeX] [PDF]

@article{fenziwacv2015,
  author = {M. Fenzi and L. Leal-Taixé and K. Schindler and B. Rosenhahn},
  title = {Pose Estimation of Object Categories in Videos Using Linear Programming},
  journal = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  year = {2015}
}

R. Henschel, L. Leal-Taixé and B. Rosenhahn
Efficient multiple people tracking using minimum cost arborescences
German Conference on Pattern Recognition (GCPR), 2014.
[BibTeX] [PDF]

@article{henschelgcpr2014,
  author = {R. Henschel and L. Leal-Taixé and B. Rosenhahn},
  title = {Efficient multiple people tracking using minimum cost arborescences},
  journal = {German Conference on Pattern Recognition (GCPR)},
  year = {2014}
}

L. Leal-Taixé, M. Fenzi, A. Kuznetsova, B. Rosenhahn and S. Savarese
Learning an image-based motion context for multiple people tracking
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
[BibTeX] [PDF] [SUNw abstract]

@article{lealcvpr2014,
  author = {L. Leal-Taixé and M. Fenzi and A. Kuznetsova and B. Rosenhahn and S. Savarese},
  title = {Learning an image-based motion context for multiple people tracking},
  journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2014}
}

L. Leal-Taixé
Multiple object tracking with context awareness
Leibniz University Hannover, 2014.
[BibTeX] [PDF] [ArXiV]

@phdthesis{lealthesis2014,
  author = {L. Leal-Taixé},
  title = {Multiple object tracking with context awareness},
  school = {Leibniz University Hannover},
  year = {2014}
}

M. Fenzi, L. Leal-Taixé, B. Rosenhahn and J. Ostermann
Class generative models based on feature regression for pose estimation of object categories
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
[BibTeX] [PDF]

@article{fenzicvpr2013,
  author = {M. Fenzi and L. Leal-Taixé and B. Rosenhahn and J. Ostermann},
  title = {Class generative models based on feature regression for pose estimation of object categories},
  journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2013}
}

A. Kuznetsova, L. Leal-Taixé and B. Rosenhahn
Real-time sign language recognition using a consumer depth camera
IEEE International Conference on Computer Vision (ICCV) Workshops. 3rd Workshop on Consumer Depth Cameras for Computer Vision (CDC4CV), 2013.
[BibTeX] [PDF]

@article{kuznetsovaiccvw2013,
  author = {A. Kuznetsova and L. Leal-Taixé and B. Rosenhahn},
  title = {Real-time sign language recognition using a consumer depth camera},
  journal = {IEEE International Conference on Computer Vision (ICCV) Workshops. 3rd Workshop on Consumer Depth Cameras for Computer Vision (CDC4CV)},
  year = {2013}
}

L. Leal-Taixé and B. Rosenhahn
Pedestrian interaction in tracking: the social force model and global optimization methods
Modeling, Simulation and Visual Analysis of Crowds: A multidisciplinary perspective, Springer Berlin Heidelberg, 2013.
[BibTeX] [PDF] [Code]

@article{lealbookchapter2012,
  author = {L. Leal-Taixé and B. Rosenhahn},
  title = {Pedestrian interaction in tracking: the social force model and global optimization methods},
  journal = {Modeling, Simulation and Visual Analysis of Crowds: A multidisciplinary perspective},
  publisher = {Springer Berlin Heidelberg},
  year = {2013}
}

M. Fenzi, R. Dragon, L. Leal-Taixé, B. Rosenhahn and J. Ostermann
3D Object Recognition and Pose Estimation for Multiple Objects using Multi-Prioritized RANSAC and Model Updating
German Conference on Pattern Recognition (GCPR), 2012.
[BibTeX] [PDF]

@article{fenzidagm2012,
  author = {M. Fenzi and R. Dragon and L. Leal-Taixé and B. Rosenhahn and J. Ostermann},
  title = {3D Object Recognition and Pose Estimation for Multiple Objects using Multi-Prioritized RANSAC and Model Updating},
  journal = {German Conference on Pattern Recognition (GCPR)},
  year = {2012}
}

L. Leal-Taixé, G. Pons-Moll and B. Rosenhahn
Branch-and-price global optimization for multi-view multi-target tracking
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
[BibTeX] [PDF] [Poster] [Code] [Video]

@article{lealcvpr2012,
  author = {L. Leal-Taixé and G. Pons-Moll and B. Rosenhahn},
  title = {Branch-and-price global optimization for multi-view multi-target tracking},
  journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2012}
}

F. Dellaert, J.-M. Frahm, M. Pollefeys, L. Leal-Taixé and B. Rosenhahn
Outdoor and Large-Scale Real-World Scene Analysis
Springer Berlin Heidelberg, 2012.
[BibTeX] [PDF]

@book{lealbook2012,
  author = {F. Dellaert and J.-M. Frahm and M. Pollefeys and L. Leal-Taixé and B. Rosenhahn},
  title = {Outdoor and Large-Scale Real-World Scene Analysis},
  publisher = {Springer Berlin Heidelberg},
  year = {2012}
}

L. Leal-Taixé, G. Pons-Moll and B. Rosenhahn
Exploiting pedestrian interaction via global optimization and social behaviors
Outdoor and Large-Scale Real-World Scene Analysis, Springer Berlin Heidelberg, 2012.
[BibTeX] [PDF] [Code]

@article{lealdagstuhl2012,
  author = {L. Leal-Taixé and G. Pons-Moll and B. Rosenhahn},
  title = {Exploiting pedestrian interaction via global optimization and social behaviors},
  journal = {Outdoor and Large-Scale Real-World Scene Analysis},
  publisher = {Springer Berlin Heidelberg},
  year = {2012},
  volume = {7474}
}

S. Maleschlijski, G. H. Sendra, A. Di Fino, L. Leal-Taixé, I. Thome, A. Terfort, N. Aldred, M. Grunze, A. S. Clare, B. Rosenhahn and A. Rosenhahn
Three dimensional tracking of exploratory behavior of barnacle cyprids using stereoscopy
Biointerphases, 2012.
[BibTeX] [PDF]

@article{maleschlijskibio2012,
  author = {S. Maleschlijski and G. H. Sendra and A. Di Fino and L. Leal-Taixé and I. Thome and A. Terfort and N. Aldred and M. Grunze and A. S. Clare and B. Rosenhahn and A. Rosenhahn},
  title = {Three dimensional tracking of exploratory behavior of barnacle cyprids using stereoscopy},
  journal = {Biointerphases},
  year = {2012}
}

G. Pons-Moll, L. Leal-Taixé, J. Gall and B. Rosenhahn
Data-driven Manifolds for Outdoor Motion Capture
Outdoor and Large-Scale Real-World Scene Analysis, Springer Berlin Heidelberg, 2012.
[BibTeX] [PDF]

@article{ponsdagstuhl2012,
  author = {G. Pons-Moll and L. Leal-Taixé and and J. Gall and B. Rosenhahn},
  title = {Data-driven Manifolds for Outdoor Motion Capture},
  journal = {Outdoor and Large-Scale Real-World Scene Analysis},
  publisher = {Springer Berlin Heidelberg},
  year = {2012}
}

L. Leal-Taixé, G. Pons-Moll and B. Rosenhahn
Everybody needs somebody: Modeling social and grouping behavior on a linear programming multiple people tracker
IEEE International Conference on Computer Vision (ICCV) Workshops. 1st Workshop on Modeling, Simulation and Visual Analysis of Large Crowds, 2011.
[BibTeX] [PDF] [Code] [Video]

@article{lealiccv2011,
  author = {L. Leal-Taixé and G. Pons-Moll and B. Rosenhahn},
  title = {Everybody needs somebody: Modeling social and grouping behavior on a linear programming multiple people tracker},
  journal = {IEEE International Conference on Computer Vision (ICCV) Workshops. 1st Workshop on Modeling, Simulation and Visual Analysis of Large Crowds},
  year = {2011}
}

S. Maleschlijski, L. Leal-Taixé, S. Weisse, A. Di Fino, N. Aldred, A. S. Clare, G. H. Sendra, B. Rosenhahn and A. Rosenhahn
A stereoscopic approach for three dimensional tracking of marine biofouling microorganisms
Microscopic Image Analysis with Applications in Biology (MIAAB), 2011.
[BibTeX] [PDF]

@article{maleschlijskibio2011,
  author = {S. Maleschlijski and L. Leal-Taixé and S. Weisse and A. Di Fino and N. Aldred and A. S. Clare and G. H. Sendra and B. Rosenhahn and A. Rosenhahn},
  title = {A stereoscopic approach for three dimensional tracking of marine biofouling microorganisms},
  journal = {Microscopic Image Analysis with Applications in Biology (MIAAB)},
  year = {2011}
}

G. Pons-Moll, L. Leal-Taixé, T. Truong and B. Rosenhahn
Efficient and robust shape matching for model based human motion capture
German Conference on Pattern Recognition (GCPR), 2011.
[BibTeX] [PDF]

@article{ponsdagm2011,
  author = {G. Pons-Moll and L. Leal-Taixé and T. Truong and B. Rosenhahn},
  title = {Efficient and robust shape matching for model based human motion capture},
  journal = {German Conference on Pattern Recognition (GCPR)},
  year = {2011}
}

G. Pons-Moll, A. Baak, J. Gall, L. Leal-Taixé, M. Mueller, H.-P.Seidel and B. Rosenhahn
Outdoor human motion capture using inverse kinematics and von Mises-Fisher sampling
IEEE International Conference on Computer Vision (ICCV), 2011.
[BibTeX] [PDF] [Suppl.]

@article{ponsiccv2011,
  author = {G. Pons-Moll and A. Baak and J. Gall and L. Leal-Taixé and M. Mueller and H.-P.Seidel and B. Rosenhahn},
  title = {Outdoor human motion capture using inverse kinematics and von Mises-Fisher sampling},
  journal = {IEEE International Conference on Computer Vision (ICCV)},
  year = {2011}
}

L. Leal-Taixé, M. Heydt, A. Rosenhahn and B. Rosenhahn
Understanding what we cannot see: automatic analysis of 4D digital in-line holographic microscopy data
Video Processing and Computational Video, Springer Berlin Heidelberg, 2011.
[BibTeX] [PDF]

@article{lealdagstuhl2011,
  author = {L. Leal-Taixé and M. Heydt and A. Rosenhahn and B. Rosenhahn},
  title = {Understanding what we cannot see: automatic analysis of 4D digital in-line holographic microscopy data},
  journal = {Video Processing and Computational Video},
  publisher = {Springer Berlin Heidelberg},
  year = {2011}
}

L. Leal-Taixé, M. Heydt, S. Weisse, A. Rosenhahn and B. Rosenhahn
Classification of swimming microorganisms motion patterns in 4D digital in-line holography data
German Conference on Pattern Recognition (GCPR), 2010.
[BibTeX] [PDF] [Video]

@article{lealdagm2010,
  author = {L. Leal-Taixé and M. Heydt and S. Weisse and A. Rosenhahn and B. Rosenhahn},
  title = {Classification of swimming microorganisms motion patterns in 4D digital in-line holography data},
  journal = {German Conference on Pattern Recognition (GCPR)},
  year = {2010}
}

L. Leal-Taixé, M. Heydt, A. Rosenhahn and B. Rosenhahn
Automatic tracking of swimming microorganisms in 4D digital in-line holography data
IEEE Workshops on Motion and Video Computing (WMVC), 2009.
[BibTeX] [PDF]

@article{lealwmvc2009,
  author = {L. Leal-Taixé and M. Heydt and A. Rosenhahn and B. Rosenhahn},
  title = {Automatic tracking of swimming microorganisms in 4D digital in-line holography data},
  journal = {IEEE Workshops on Motion and Video Computing (WMVC)},
  year = {2009}
}

L. Leal-Taixé
Automatic segmentation of multi-stain histology images of arteries
Technical University of Catalonia (UPC), 2009.
[BibTeX]

@mastersthesis{lealmsc2009,
  author = {L. Leal-Taixé},
  title = {Automatic segmentation of multi-stain histology images of arteries},
  school = {Technical University of Catalonia (UPC)},
  year = {2009}
}

L. Leal-Taixé, A. U. Coskun, B. Rosenhahn and D. Brooks
Automatic segmentation of arteries in multi-stain histology images
World Congress on Medical Physics and Biomedical Engineering, 2009.
[BibTeX] [PDF]

@article{lealwcmpbe2009,
  author = {L. Leal-Taixé and A. U. Coskun and B. Rosenhahn and D. Brooks},
  title = {Automatic segmentation of arteries in multi-stain histology images},
  journal = {World Congress on Medical Physics and Biomedical Engineering},
  year = {2009}
}