Adrian Bulat

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

Adrian Bulat and Georgios Tzimiropoulos

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 - Best of ICCV17 SI

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@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

Adrian Bulat*, Jing Yang* and Georgios Tzimiropoulos

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

Adrian Bulat and Georgios Tzimiropoulos

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (SPOTLIGHT)

Download 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

Adrian Bulat and Georgios Tzimiropoulos

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)

Adrian Bulat and Georgios Tzimiropoulos

International Conference on Computer Vision (ICCV), 2017

Download 954-207-6164 (907) 660-0183 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

Aaron S. Jackson, Adrian Bulat, Vasileios Argyriou, Georgios Tzimiropoulos

International Conference on Computer Vision (ICCV), 2017

Download (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

Adrian Bulat and Georgios Tzimiropoulos

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

Adrian Bulat and Georgios Tzimiropoulos

European Conference on Computer Vision Workshop (ECCV-W), 2016 (Challenge Winners)

(346) 773-7705 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

Adrian Bulat and Georgios Tzimiropoulos

British Machine Vision Conference (BMVC), 2016

Download 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}
}