Research interests
Computer Vision and Human Vision
Curriculum vitae
October 2013 - present: Research Scientist in the Computer Vision Group, Xerox Research Centre Europe, France
September 2011 - August 2013: Postdoctoral Research Fellow with David Cox at the Rowland Institute at Harvard and the Center for Brain Science, Harvard University, USA DAAD postdoc grant: Saliency and attentional modelling for bio-inspired computer vision systems
January 2007 - August 2011: Research Assistant at the Institute for Neuro- and Bioinformatics, University of Lübeck, Germany - The GazeCom Project: Gaze-based Communication
October 2001 - July 2006: Student of Computer Science at the Babeș-Bolyai University, Romania. Graduated with a M.Sc. degree in Intelligent Systems.
Links
Demo material to Vig et al., Intrinsic dimensionality predicts the saliency of dynamic natural scenes, IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(6):1080-1091, 2012
http://webmail.inb.uni-luebeck.de/inb-toolsdemos/Saliency.html
Google Scholar profile
Publikationen
2013
Michael
Dorr,
Eleonora
Vig, and
Erhardt
Barth,
Efficient image representations and features, in Human Vision and Electronic Imaging XVIII , Bernice E. Rogowitz and Thrasyvoulos N. Pappas Huib de Ridder, Eds. 2013. pp. 86510R.
Efficient image representations and features, in Human Vision and Electronic Imaging XVIII , Bernice E. Rogowitz and Thrasyvoulos N. Pappas Huib de Ridder, Eds. 2013. pp. 86510R.
| Datei: |  DoViBa13.pdf
|
| Bibtex: |  @inproceedings{DoViBa13,
author = {Michael Dorr and Eleonora Vig and Erhardt Barth},
title = {Efficient image representations and features},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas Huib de Ridder},
booktitle = {Human Vision and Electronic Imaging XVIII},
series = {Proc. of SPIE-IS&T Electronic Imaging},
volume = {8651},
pages = {86510R},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViBa13.pdf}
}
|
2012
Michael
Dorr,
Eleonora
Vig, and
Erhardt
Barth,
Colour saliency on video, in BIONETICS 2010 , J. Suzuki and T. Nakano, Eds. Springer, 2012. pp. 601--606.
Colour saliency on video, in BIONETICS 2010 , J. Suzuki and T. Nakano, Eds. Springer, 2012. pp. 601--606.
| Datei: | DoViBa10.pdf
|
| Bibtex: | @inproceedings{DoViBa10,
author = {Michael Dorr and Eleonora Vig and Erhardt Barth},
title = {Colour saliency on video},
booktitle = {BIONETICS 2010},
series = {LNICST},
volume = {87},
pages = {601--606},
editor = {J. Suzuki and T. Nakano},
publisher = {Springer},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViBa10.pdf}
}
|
Eleonora
Vig,
Michael
Dorr, and
Erhardt
Barth,
Contribution of {S}patio-{T}emporal {I}ntensity {V}ariation to {B}ottom-up {S}aliency, in BIONETICS 2010 , J Suzuki and T Nakano, Eds. Springer, 2012. pp. 469--474.
Contribution of {S}patio-{T}emporal {I}ntensity {V}ariation to {B}ottom-up {S}aliency, in BIONETICS 2010 , J Suzuki and T Nakano, Eds. Springer, 2012. pp. 469--474.
| Datei: | ViDoBa10.pdf
|
| Bibtex: | @inproceedings{ViDoBa10,
author = {Eleonora Vig and Michael Dorr and Erhardt Barth},
title = {Contribution of {S}patio-{T}emporal {I}ntensity {V}ariation to {B}ottom-up {S}aliency},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoBa10.pdf},
booktitle = {BIONETICS 2010},
series = {LNICST},
volume = {87},
pages = {469--474},
editor = {J Suzuki and T Nakano},
publisher = {Springer},
year = {2012}
}
|
Michael
Dorr,
Eleonora
Vig, and
Erhardt
Barth,
Eye movement prediction and variability on natural video data sets, Visual Cognition , vol. 20, no. 4/5, pp. 495--514, 2012.
Eye movement prediction and variability on natural video data sets, Visual Cognition , vol. 20, no. 4/5, pp. 495--514, 2012.
| Datei: | DoViBa12.pdf
|
| Bibtex: | @article{DoViBa12,
author = {Michael Dorr and Eleonora Vig and Erhardt Barth},
title = {Eye movement prediction and variability on natural video data sets},
journal = {Visual Cognition},
volume = {20},
number = {4/5},
pages = {495--514},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViBa12.pdf}
}
|
Eleonora
Vig,
Michael
Dorr,
Thomas
Martinetz, and
Erhardt
Barth,
Intrinsic {D}imensionality {P}redicts the {S}aliency of {N}atural {D}ynamic {S}cenes, IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 34, no. 6, pp. 1080--1091, 2012. IEEE.
Intrinsic {D}imensionality {P}redicts the {S}aliency of {N}atural {D}ynamic {S}cenes, IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 34, no. 6, pp. 1080--1091, 2012. IEEE.
| Datei: | ViDoMaBa12.pdf
|
| Bibtex: | @article{ViDoMaBa12,
author = {Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {Intrinsic {D}imensionality {P}redicts the {S}aliency of {N}atural {D}ynamic {S}cenes},
journal ={IEEE Transactions on Pattern Analysis and Machine Intelligence},
publisher = {IEEE},
issn = {0162-8828},
volume = {34},
number = {6},
pages = {1080--1091},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoMaBa12.pdf}
}
|
2011
Eleonora
Vig,
Michael
Dorr,
Thomas
Martinetz, and
Erhardt
Barth,
Eye {M}ovements {S}how {O}ptimal {A}verage {A}nticipation with {N}atural {D}ynamic {S}cenes, Cognitive Computation , vol. 3, no. 1, pp. 79--88, 2011. Springer New York.
Eye {M}ovements {S}how {O}ptimal {A}verage {A}nticipation with {N}atural {D}ynamic {S}cenes, Cognitive Computation , vol. 3, no. 1, pp. 79--88, 2011. Springer New York.
| Datei: | ViDoMaBa11.pdf
|
| Bibtex: | @article{ViDoMaBa11,
author = {Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {Eye {M}ovements {S}how {O}ptimal {A}verage {A}nticipation with {N}atural {D}ynamic {S}cenes},
journal = {Cognitive Computation},
publisher = {Springer New York},
year = {2011},
pages = {79--88},
volume = {3},
number = {1},
url = {http://www.springerlink.com/content/73l4j324g63150n1/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoMaBa11.pdf}
}
|
Eleonora
Vig,
Michael
Dorr, and
Erhardt
Barth,
Learned saliency transformations for gaze guidance, in Human Vision and Electronic Imaging XVI , Bernice E. Rogowitz and Thrasyvoulos N. Pappas, Eds. SPIE-IS\&T, 2011. pp. W1--11.
Learned saliency transformations for gaze guidance, in Human Vision and Electronic Imaging XVI , Bernice E. Rogowitz and Thrasyvoulos N. Pappas, Eds. SPIE-IS\&T, 2011. pp. W1--11.
| Datei: | ViDoBa11.pdf
|
| Bibtex: | @inproceedings{ViDoBa11,
author = {Eleonora Vig and Michael Dorr and Erhardt Barth},
title = {Learned saliency transformations for gaze guidance},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoBa11.pdf},
booktitle = {Human Vision and Electronic Imaging XVI},
publisher = {SPIE-IS\&T},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas},
volume = {7865},
pages = {W1--11},
year = {2011}
}
|
2010
Eleonora
Vig,
Michael
Dorr,
Thomas
Martinetz, and
Erhardt
Barth,
A {L}earned {S}aliency {P}redictor for {D}ynamic {N}atural {S}cenes, in ICANN 2010, Part III , K. Diamantaras and W. Duch and L. S. Iliadis, Eds. Thessaloniki, Greece: Springer, 2010. pp. 52--61.
A {L}earned {S}aliency {P}redictor for {D}ynamic {N}atural {S}cenes, in ICANN 2010, Part III , K. Diamantaras and W. Duch and L. S. Iliadis, Eds. Thessaloniki, Greece: Springer, 2010. pp. 52--61.
| Datei: | ViDoMaBa10a.pdf
|
| Bibtex: | @inproceedings{ViDoMaBa10a,
author = {Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {A {L}earned {S}aliency {P}redictor for {D}ynamic {N}atural {S}cenes},
booktitle = {ICANN 2010, Part III},
editor = {K. Diamantaras and W. Duch and L. S. Iliadis},
series = {Lecture Notes in Computer Science},
volume = {6354},
pages = {52--61},
publisher = {Springer},
year = {2010},
address = {Thessaloniki, Greece},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoMaBa10a.pdf}
}
|
Erhardt
Barth,
Michael
Dorr,
Eleonora
Vig,
Laura
Pomarjanschi, and
Cicero
Mota,
Efficient coding and multiple motions, Vision Research , vol. 50, no. 22, pp. 2190--2199, 2010.
Efficient coding and multiple motions, Vision Research , vol. 50, no. 22, pp. 2190--2199, 2010.
| Datei: | BaDoViPoMo10.pdf
|
| Bibtex: | @article{BaDoViPoMo10,
author = {Erhardt Barth and Michael Dorr and Eleonora Vig and Laura Pomarjanschi and Cicero Mota},
title = {Efficient coding and multiple motions},
journal = {Vision Research},
volume = {50},
number = {22},
pages = {2190--2199},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaDoViPoMo10.pdf}
}
|
2009
Eleonora
Vig,
Michael
Dorr, and
Erhardt
Barth,
Efficient visual coding and the predictability of eye movements on natural movies, Spatial Vision , vol. 22, no. 5, pp. 397--408, 2009.
Efficient visual coding and the predictability of eye movements on natural movies, Spatial Vision , vol. 22, no. 5, pp. 397--408, 2009.
| Datei: | ViDoBa09.pdf
|
| Bibtex: | @article{ViDoBa09,
author = {Eleonora Vig and Michael Dorr and Erhardt Barth},
title = {Efficient visual coding and the predictability of eye movements on natural movies},
journal = {Spatial Vision},
volume = {22},
number = {5},
pages = {397--408},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoBa09.pdf}
}
|
2008
Michael
Dorr,
Eleonora
Vig,
Karl R.
Gegenfurtner,
Thomas
Martinetz, and
Erhardt
Barth,
Eye movement modelling and gaze guidance, in Fourth International Workshop on Human-Computer Conversation , 2008.
Eye movement modelling and gaze guidance, in Fourth International Workshop on Human-Computer Conversation , 2008.
| Datei: | DoViGeMaBa08.pdf
|
| Bibtex: | @inproceedings{DoViGeMaBa08,
author = {Michael Dorr and Eleonora Vig and Karl R. Gegenfurtner and Thomas Martinetz and Erhardt Barth},
title = {Eye movement modelling and gaze guidance},
booktitle = {Fourth International Workshop on Human-Computer Conversation},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViGeMaBa08.pdf}
}
|
