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Preprints (Arxiv)

Pre-prints (Arxiv)

 2024

Shariff W, Kielty P, Lemley J, Corcoran P. Spiking-DD: Neuromorphic Event Camera based Driver Distraction Detection with Spiking Neural Network. arXiv preprint arXiv:2407.20633. 2024 Jul 30. doi: https://doi.org/10.48550/arXiv.2407.20633

Farooq MA, Yao W, Corcoran P. ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models. arXiv preprint arXiv:2406.11592. 2024 Jun 17. doi: https://doi.org/10.48550/arXiv.2406.11592

Yao W, Farooq MA, Lemley J, Corcoran P. Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms. arXiv preprint arXiv:2406.06932. 2024 Jun 10. https://doi.org/10.48550/arXiv.2406.06932

Abaid A, Farooq MA, Hynes N, Corcoran P, Ullah I. Synthesizing CTA Image Data for Type-B Aortic Dissection using Stable Diffusion Models. arXiv preprint arXiv:2402.06969. 2024 Feb 10. doi: https://doi.org/10.48550/arXiv.2402.06969

Farooq MA, Yao W, Schukat M, Little MA, Corcoran P. Derm-t2im: Harnessing synthetic skin lesion data via stable diffusion models for enhanced skin disease classification using vit and cnn. arXiv preprint arXiv:2401.05159. 2024 Jan 10. doi: https://doi.org/10.48550/arXiv.2401.05159

2023

MA Farooq, W Yao, M Schukat, MA Little, P Corcoran Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN. arXiv preprint arXiv:2307.13008. 2023 Jul 24. 

Jain R, Barcovschi A, Yiwere M, Corcoran P, Cucu H. Adaptation of Whisper models to child speech recognition. arXiv preprint arXiv:2307.13008. 2023 Jul 24. 

Kielty P, Ryan C, Dilmaghani MS, Shariff W, Lemley J, Corcoran P. Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event Cameras.arXiv preprint arXiv:2308.07802. 2023 Aug 15. 

Yao W, Farooq MA, Lemley J, Corcoran P. A Comparative Study of Image-to-Image Translation Using GANs for Synthetic Child Race Data.arXiv preprint arXiv:2308.04232. 2023 Aug 8. 

Yao W, Farooq MA, Lemley J, Corcoran P. Will your Doorbell Camera still recognize you as you grow old.arXiv preprint arXiv:2308.04224. 2023 Aug 8. 

2022

Yadav SK, Pahwa E, Luthra A, Tiwari K, Pandey HM, Corcoran P. SWTF: Sparse Weighted Temporal Fusion for Drone-Based Activity Recognition.arXiv preprint arXiv:2211.05531. 2022 Nov 10. 

SefidgarDilmaghani M, Shariff W, Ryan C, Lemley J, Corcoran P. Control and Evaluation of Event Cameras Output Sharpness via Bias.arXiv e-prints. 2022 Oct:arXiv-2210. 

O'Callaghan D, Ryan C, Shariff W, Farooq MA, Lemley J, Corcoran P. Recurrent Super-Resolution Method for Enhancing Low Quality Thermal Facial Data.arXiv preprint arXiv:2209.10489. 2022 Sep 21. 

Jain R, Yiwere M, Bigioi D, Corcoran P. Can self-supervised learning solve the problem of child speech recognition?.arXiv e-prints. 2022 Apr:arXiv-2204. 

Sudharsan B, Corcoran P, Ali MI. Smart speaker design and implementation with biometric authentication and advanced voice interaction capability.arXiv preprint arXiv:2207.10811. 2022 Jul 17. 

2021

Varkarakis V, Bazrafkan S, Corcoran P. Re-Training StyleGAN--A First Step Towards Building Large, Scalable Synthetic Facial Datasets. arXiv preprint arXiv:2003.10847. 2020 Mar 24. 

2020

Varkarakis V, Bazrafkan S, Corcoran P. Re-Training StyleGAN--A First Step Towards Building Large, Scalable Synthetic Facial Datasets. arXiv preprint arXiv:2003.10847. 2020 Mar 24.

Farooq MA, Khatoon A, Varkarakis V, Corcoran P. Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages. arXiv preprint arXiv:2003.06356. 2020 Mar 13.

Farooq MA, Corcoran P. Generating Thermal Image Data Samples using 3D Facial Modelling Techniques and Deep Learning Methodologies. arXiv preprint arXiv:2005.01923. 2020 May 5.

Khan F, Basak S, Javidnia H, Schukat M, Corcoran P. High-Accuracy Facial Depth Models derived from 3D Synthetic Data. arXiv preprint arXiv:2003.06211. 2020 Mar 13.

2018

Lemley J, Kar A, Drimbarean A, Corcoran P. Efficient CNN Implementation for Eye-Gaze Estimation on Low-Power/Low-Quality Consumer Imaging Systems. arXiv preprint arXiv:1806.10890. 2018 Jun 28.

Bazrafkan S, Corcoran P. Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+ GAN), Multi Class Scenarios. arXiv preprint arXiv:1806.07751. 2018 Jun 19.

Bazrafkan S, Corcoran P. Versatile Auxiliary Regressor with Generative Adversarial network (VAR+ GAN). arXiv preprint arXiv:1805.10864. 2018 May 28.

Bazrafkan S, Javidnia H, Corcoran P. Face synthesis with landmark points from generative adversarial networks and inverse latent space mapping. arXiv preprint arXiv:1802.00390. 2018 Feb 1.

2017

Bazrafkan S, Corcoran P. Semi-parallel deep neural networks (SPDNN), convergence and generalization. arXiv preprint arXiv:1711.01963. 2017 Nov 6.

Bazrafkan S, Javidnia H, Lemley J, Corcoran P. Depth from monocular images using a semi-parallel deep neural network (SPDNN) hybrid architecture. arXiv preprint arXiv:1703.03867. 2017 Mar 10.

Corcoran PM. Third time is the charm-why the world just might be ready for the internet of things this time around. arXiv preprint arXiv:1704.00384. 2017 Apr 2.