Publications

A pipeline for generating synthetic head pose and facial depth datasets using seed virtual human models.

To Be Updated

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.

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.

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.

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.

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.

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.

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.

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.

^* Equal authorship