I'm currently a PhD student under Michael Black in the Department for Perceiving Systems at the MPI for Intelligent Systems in Tuebingen, Germany.
My main interest is motion. How does the world move? How does this motion manifest itself in a video, and how can we estimate it? And, once we estimate it, what does it tell us about the world and its temporal coherence, and how can a system use it to better understand and act in the world?
To answer these questions, my research focuses on model-driven optical flow estimation. This approach jointly reasons about the motion itself and additional effects related to motion (such as motion blur or the 3D geometry of a scene), in order to better constrain the motion estimation problem.
In 2014, I spent a summer at Adobe Research with Eli Shechtman, working on temporal interpolation of videos.
Before coming to MPI, I obtained a Diploma of Engineering (equivalent to a Master's degree) in Computer Engineering from RWTH Aachen University, and wrote my thesis with Pawan Sinha at the Massachussetts Institute of Technology on remote eye tracking. During my undergraduate, I also spent a summer with Geoffrey Chase at the Centre for Bioengineering in Christchurch, New Zealand, working on automatic breast cancer detection from surface motion.
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Ranjan, A., Jampani, V., Kim, K., Sun, D., Wulff, J., Black, M. J.
May 2018 (article)
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Janai, J., Güney, F., Wulff, J., Black, M., Geiger, A.
In Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017, pages: 1406-1416, IEEE, Piscataway, NJ, USA, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017 (inproceedings)
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Wulff, J., Sevilla-Lara, L., Black, M. J.
In Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017, pages: 6911-6920, IEEE, Piscataway, NJ, USA, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017 (inproceedings)
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Sevilla-Lara, L., Wulff, J., Sunkavalli, K., Shechtman, E.
In Computer Graphics Forum (Proceedings of EGSR), 34(4):99-107, Eurographics Symposium on Rendering, 2015 (inproceedings)
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Sun, D., Wulff, J., Sudderth, E., Pfister, H., Black, M.
In IEEE Conf. on Computer Vision and Pattern Recognition, (CVPR 2013), pages: 2451-2458, Portland, OR, June 2013 (inproceedings)
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Wulff, J., Butler, D. J., Stanley, G. B., Black, M. J.
In ECCV Workshop on Unsolved Problems in Optical Flow and Stereo Estimation, pages: 168-177, Part II, LNCS 7584, (Editors: A. Fusiello et al. (Eds.)), Springer-Verlag, October 2012 (inproceedings)ps
Butler, D. J., Wulff, J., Stanley, G. B., Black, M. J.
In European Conf. on Computer Vision (ECCV), pages: 611-625, Part IV, LNCS 7577, (Editors: A. Fitzgibbon et al. (Eds.)), Springer-Verlag, October 2012 (inproceedings)
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Wulff, J., Sinha, P.
Journal of Vision, 11(11):507-507, ARVO, September 2011 (article)
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Dhandhania, K., Wulff, J., Sinha, P.
Journal of Vision, 11(11):800-800, ARVO, September 2011 (article)
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Wulff, J., Lotz, T., Stehle, T., Aach, T., Chase, J. G.
In Proc. SPIE, (Editors: B. M. Dawant, D. R. Haynor), SPIE, Medical Imaging: Image Processing, 2011 (inproceedings)
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Stehle, T., Wulff, J., Behrens, A., Gross, S., Aach, T.
In Bildverarbeitung für die Medizin, 574, pages: 435-439, CEUR Workshop Proceedings, Bildverarbeitung für die Medizin, 2010 (inproceedings)ps
Stehle, T., Wulff, J., Behrens, A., Gross, S., Aach, T.
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Stehle, T., Auer, R., Gross, S., Behrens, A., Wulff, J., Aach, T., Winograd, R., Trautwein, C., Tischendorf, J.
In Medical Imaging 2009: Computer-Aided Diagnosis, 7260, (Editors: N. Karssemeijer and M. L. Giger), SPIE, February 2009 (inproceedings)
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Sinha, P., Balas, B., Ostrovsky, Y., Wulff, J.
In Object Categorization: Computer and Human Vision Perspectives, pages: 301-323, (Editors: S. J. Dickinson, A. Leonardis, B. Schiele, M.J. Tarr), Cambridge University Press, 2009 (inbook)ps
Gross, S., Kennel, M., Stehle, T., Wulff, J., Tischendorf, J., Trautwein, C., Aach, T.
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Stehle, T., Hennes, M., Gross, S., Behrens, A., Wulff, J., Aach, T.
In Bildverarbeitung für die Medizin 2009, pages: 142-146, Springer Berlin Heidelberg, 2009 (inproceedings)
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Ostrovsky, Y., Wulff, J., Sinha, P.
Journal of Vision, 7(9):315-315, ARVO, June 2007 (article)
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