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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Methodology for building synthetic datasets with virtual humans
Basak, Shubhajit, Hossein Javidnia, Faisal Khan, Rachel McDonnell, and Michael Schukat. "Methodology for building synthetic datasets with virtual humans." In 2020 31st Irish Signals and Systems Conference (ISSC), pp. 1-6. IEEE, 2020.
Learning Accurate Head Pose for Consumer Technology From 3D Synthetic Data
S. Basak, F. Khan, R. McDonnell and M. Schukat, "Learning Accurate Head Pose for Consumer Technology From 3D Synthetic Data," 2021 IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, NV, USA, 2021, pp. 1-6, doi: 10.1109/ICCE50685.2021.9427768.
Learning 3D Head Pose From Synthetic Data: A Semi-Supervised Approach
S. Basak, P. Corcoran, F. Khan, R. Mcdonnell and M. Schukat, "Learning 3D Head Pose From Synthetic Data: A Semi-Supervised Approach," in IEEE Access, vol. 9, pp. 37557-37573, 2021, doi: 10.1109/ACCESS.2021.3063884.
A Review of Benchmark Datasets and Training Loss Functions in Neural Depth Estimation
F. Khan, S. Hussain, S. Basak, M. Moustafa and P. Corcoran, "A Review of Benchmark Datasets and Training Loss Functions in Neural Depth Estimation," in IEEE Access, vol. 9, pp. 148479-148503, 2021, doi: 10.1109/ACCESS.2021.3124978.
High-Accuracy Facial Depth Models derived from 3D Synthetic Data
Khan, Faisal, Shubhajit Basak, Hossein Javidnia, Michael Schukat, and Peter Corcoran. "High-Accuracy Facial Depth Models derived from 3D Synthetic Data." In 2020 31st Irish Signals and Systems Conference (ISSC), pp. 1-5. IEEE, 2020.
An efficient encoder–decoder model for portrait depth estimation from single images trained on pixel-accurate synthetic data
Khan, F., Hussain, S., Basak, S., Lemley, J., & Corcoran, P. (2021). An efficient encoder–decoder model for portrait depth estimation from single images trained on pixel-accurate synthetic data. Neural Networks, 142, 479-491.
3D face-model reconstruction from a single image: A feature aggregation approach using hierarchical transformer with weak supervision
Basak, S., Corcoran, P., McDonnell, R., & Schukat, M. (2022). 3D face-model reconstruction from a single image: A feature aggregation approach using hierarchical transformer with weak supervision. Neural Networks, 156, 108-122.
Speech Driven Video Editing via an Audio-Conditioned Diffusion Model
Bigioi, D., Basak, S., Jordan, H., McDonnell, R., & Corcoran, P. (2023). Speech Driven Video Editing via an Audio-Conditioned Diffusion Model. arXiv preprint arXiv:2301.04474.
C3I-SynFace: A synthetic head pose and facial depth dataset using seed virtual human models.
Basak, S., Khan, F., Javidnia, H., Corcoran, P., McDonnell, R., & Schukat, M. (2023). C3I-SynFace: A synthetic head pose and facial depth dataset using seed virtual human models. Data in Brief, 48, 109087.