Robert Walecki

Mr. Robert Walecki

Position:

Research Assistant / PhD Student

Email:

Biography

I am a PhD student at the Computing Dept., Imperial College London (ICL). My research is mainly concerned with design and development of context-sensitive machine learning models for analysis of human facial behavior.

 

Publications

Journal articles

Deep Structured Learning for Facial Expression Intensity Estimation

editors: R. Walecki, O. Rudovic, V. Pavlovic, B. Schuller, M. Pantic. July 2017.

Bibtex reference [hide]
@article{walecki2017_deep_copula,
    editor = {R. Walecki and O. Rudovic and V. Pavlovic and B. Schuller and M. Pantic},
    month = {July},
    title = {Deep Structured Learning for Facial Expression Intensity Estimation},
    year = {2017},
}
Endnote reference [hide]

Variable-state Latent Conditional Random Field Models for Facial Expression Analysis

R. Walecki, O. Rudovic, V. Pavlovic, M. Pantic. IMAVIS (article in press). October 2016.

Bibtex reference [hide]
@article{walecki2015variable-state_2,
    author = {R. Walecki and O. Rudovic and V. Pavlovic and M. Pantic},
    booktitle = {IMAVIS (article in press)},
    journal = {IMAVIS (article in press)},
    month = {October},
    publisher = {Elsevier},
    title = {Variable-state Latent Conditional Random Field Models for Facial Expression Analysis},
    year = {2016},
}
Endnote reference [hide]

Automated tracing of myelinated axons and detection of the nodes of Ranvier in serial images of peripheral nerves

A. Kreshuk, R. Walecki, U. K. , F. H. . Journal of microscopy. 259: pp. 143 - 154, April 2015.

Bibtex reference [hide]
@article{kreshuk2015automated,
    author = {A. Kreshuk and R. Walecki and U. K. and F. H. },
    pages = {143--154},
    booktitle = {Journal of microscopy},
    journal = {Journal of microscopy},
    month = {April},
    title = {Automated tracing of myelinated axons and detection of the nodes of Ranvier in serial images of peripheral nerves},
    url = {http://onlinelibrary.wiley.com/doi/10.1111/jmi.12266/epdf},
    volume = {259},
    year = {2015},
}
Endnote reference [hide]

Conference articles

Deep Structured Learning for Facial Expression Intensity Estimation

R. Walecki, O. Rudovic, V. Pavlovic, B. Schuller, M. Pantic. Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2017). Honolulu, Hawaii, June 2017.

Bibtex reference [hide]
@inproceedings{walecki2017_deepstructure,
    author = {R. Walecki and O. Rudovic and V. Pavlovic and B. Schuller and M. Pantic},
    address = {Honolulu, Hawaii},
    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2017)},
    month = {June},
    title = {Deep Structured Learning for Facial Expression Intensity Estimation},
    year = {2017},
}
Endnote reference [hide]

A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity

R. Walecki, O. Rudovic, M. Pantic, V. Pavlovic, J. F. Cohn. Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR'W 2016). Las Vegas, Nevada., June 2016.

Bibtex reference [hide]
@inproceedings{walecki2016framework,
    author = {R. Walecki and O. Rudovic and M. Pantic and V. Pavlovic and J. F. Cohn},
    address = {Las Vegas, Nevada.},
    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR'W 2016)},
    month = {June},
    title = {A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity},
    year = {2016},
}
Endnote reference [hide]

Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity

R. Walecki, O. Rudovic, M. Pantic, V. Pavlovic. Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2016). Las Vegas, Nevada., June 2016.

Bibtex reference [hide]
@inproceedings{walecki2016copula,
    author = {R. Walecki and O. Rudovic and M. Pantic and V. Pavlovic},
    address = {Las Vegas, Nevada.},
    booktitle = {Proceedings of IEEE Int’l Conf. on Computer Vision and Pattern Recognition (CVPR 2016)},
    month = {June},
    title = {Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity},
    year = {2016},
}
Endnote reference [hide]

Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection

R. Walecki, O. Rudovic, V. Pavlovic, M. Pantic. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'15). Ljubljana, Slovenia, May 2015.

Bibtex reference [hide]
@inproceedings{walecki2015variable-state,
    author = {R. Walecki and O. Rudovic and V. Pavlovic and M. Pantic},
    address = {Ljubljana, Slovenia},
    booktitle = {Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FG'15)},
    month = {May},
    title = {Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection},
    year = {2015},
}
Endnote reference [hide]