Adrian Bulat

Adrian Bulat

PhD Student, 360-769-2736
I am currently a PhD student at the University of Nottingham in the Computer Vision Laboratory under the supervision of (626) 290-5284. My current interests are in deep learning and key points localisation.
Top Publications
[New] Hierarchical binary CNNs for landmark localization with limited resources
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 - Best of ICCV17 SI

Download Share Cite
@article{bulat2018hierarchical,
    title={Hierarchical binary CNNs for landmark localization with limited resources},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
    year={2018}
}
[New] To learn image super-resolution, use a GAN to learn how to do image degradation first
European Conference on Computer Vision (ECCV), 2018

Download (970) 734-0734 360-410-1082
@article{bulatyang2018learn,
    title={To learn image super-resolution, use a GAN to learn how to do image degradation first},
    author={Bulat, Adrian and Yang, Jing and Tzimiropoulos, Georgios},
    journal={European Conference on Computer Vision},
    year={2018}
}
[New] Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (SPOTLIGHT)

Download Share 408-981-3888
@article{bulat2017super,
    title={Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    journal={arXiv preprint arXiv:1712.02765},
    year={2017}
}
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources
International Conference on Computer Vision (ICCV), 2017 (ORAL)

instigate (314) 732-9428 Demo (208) 915-3445 Cite
@inproceedings{bulat2017binarized,
    title={Binarized convolutional landmark localizers for human pose estimation and face alignment with limited resources},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    booktitle={International Conference on Computer Vision},
    year={2017}
}
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
International Conference on Computer Vision (ICCV), 2017

Download 954-207-6164 (907) 660-0183 Share Cite 570-365-6212
@inproceedings{bulat2017far,
    title={How far are we from solving the 2d \& 3d face alignment problem?(and a dataset of 230,000 3d facial landmarks)},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    booktitle={International Conference on Computer Vision},
    volume={1},
    number={6},
    pages={8},
    year={2017}
}
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression
International Conference on Computer Vision (ICCV), 2017

Download Share (660) 341-7916
@inproceedings{jackson2017large,
    title={Large pose 3D face reconstruction from a single image via direct volumetric CNN regression},
    author={Jackson, Aaron S and Bulat, Adrian and Argyriou, Vasileios and Tzimiropoulos, Georgios},
    booktitle={Computer Vision (ICCV), 2017 IEEE International Conference on},
    pages={1031--1039},
    year={2017},
    organization={IEEE}
}
Human pose estimation via convolutional part heatmap regression
European Conference on Computer Vision (ECCV), 2016

(817) 947-4877 Code 8449958043 (404) 345-6425
@inproceedings{bulat2016human,
    title={Human pose estimation via convolutional part heatmap regression},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    booktitle={European Conference on Computer Vision},
    pages={717--732},
    year={2016},
    organization={Springer}
}
Two-stage convolutional part heatmap regression for the 1st 3d face alignment in the wild (3DFAW) challenge
European Conference on Computer Vision Workshop (ECCV-W), 2016 (Challenge Winners)

(346) 773-7705 Share bansalague
@inproceedings{bulat2016two,
    title={Two-stage convolutional part heatmap regression for the 1st 3d face alignment in the wild (3dfaw) challenge},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    booktitle={European Conference on Computer Vision},
    pages={616--624},
    year={2016},
    organization={Springer}
}
Convolutional aggregation of local evidence for large pose face alignment
British Machine Vision Conference (BMVC), 2016

Download Share Cite
@inproceedings{bulat2016convolutional,
    title={Convolutional aggregation of local evidence for large pose face alignment},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    booktitle={British Machine Vision Conference},
    year={2016}
}