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Deliverables

Publications

Author(s): 1. Muhammad Ali Farooq (NUIG) 2. Waseem Shariff (NUIG) 3. Peter Corcoran (NUIG) 4. Cosmin Rotariu (Xperi)
Published in: IEEE Dataport, Issue april 2022, 2022
Publisher: IEEE
DOI: 10.21227/jf21-rt22

On the Role of Thermal Imaging in Automotive Applications: A Critical Review

Author(s): Muhammad Ali Farooq, Waseem Shariff, David O’Callaghan, Arcangelo Merla, Peter Corcoran
Published in: IEEE Access, 2023
Publisher: IEEE

High refractive index IR lenses based on chalcogenide glasses molded by spark plasma sintering

Author(s): Valentin Reux, Laurent Calvez, Sébastien Billon, Antoine Gautier, Hongli Ma, Patrick Houizot, Frédéric Charpentier, Hugues Tariel, Zhiyong Yang, Anping Yang, Xiang-Hua Zhang
Published in: Optical Materials Express, Issue 11/6, 2021, Page(s) 1622, ISSN 2159-3930
Publisher: Optical Society of America
DOI: 10.1364/ome.427686

Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS)

Author(s): Muhammad Ali Farooq; Peter Corcoran; Cosmin Rotariu; Waseem Shariff
Published in: IEEE Access, Issue 1, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.48550/arxiv.2109.09854

Performance estimation of the state-of-the-art convolution neural networks for thermal images-based gender classification system

Author(s): Muhammad Ali Farooq, Hossein Javidnia, Peter Corcoran
Published in: Journal of Electronic Imaging, Issue 29/06, 2020, ISSN 1017-9909
Publisher: S P I E - International Society for Optical Engineering
DOI: 10.1117/1.jei.29.6.063004

Real-Time Evaluation of Thermal Object Detection on GPU And Edge-GPU Platforms

Author(s): Muhammad Ali Farooq, Waseem Shariff, Peter Corcoran,
Published in: IEEE Transactions on Intelligent Vehicle, Issue 10/12/2021, 2021, ISSN 2379-8904
Publisher: IEEE Transactions on Intelligent Vehicles
DOI: 10.1109/tiv.2022.3158094

Automated warping procedure for facial thermal imaging based on features identification in the visible domain

Author(s): Daniela Cardone; Edoardo Spadolini; David Perpetuini; Chiara Filippini; Antonio Maria Chiarelli; Arcangelo Merla
Published in: Infrared Physics & Technology, Issue Volume 112, 2021, ISSN 1350-4495
Publisher: Elsevier BV
DOI: 10.1016/j.infrared.2020.103595

Driver Stress State Evaluation by Means of Thermal Imaging: A Supervised Machine Learning Approach Based on ECG Signal

Author(s): Daniela Cardone, David Perpetuini, Chiara Filippini, Edoardo Spadolini, Lorenza Mancini, Antonio Maria Chiarelli, Arcangelo Merla
Published in: Applied Sciences, Issue 10/16, 2020, Page(s) 5673, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app10165673

Driver drowsiness evaluation by means of thermal infrared imaging: preliminary results.

Author(s): Daniela Cardone, Chiara Filippini, Lorenza Mancini, Edoardo Spadolini, Antonella Pomante, Sergio Nocco, David Perpetuini, Arcangelo Merla
Published in: Infrared Sensors, Devices, and Applications XI, Issue August 2021, 2021
Publisher: SPIE
DOI: 10.1117/12.2594504

Multimodal fusion: an assessment of LWIR camera data for automotive

Author(s): Erwan Piriou
Published in: Autosens Brussels 2022, 2022
Publisher: Sense Media

High refractive index IR lenses based on chalcogenide glasses molded by Spark Plasma Sintering

Author(s): V. Reux, Laurent Calvez, S. Billon, A. Gautier, H.-L. Ma, Patrick Houizot, F. Charpentier, H. Tariel , Z. Yang, A. Yang, Xianghua Zhang
Published in: 2022 Glass and Optical Materials Division Annual Meeting (GOMD 2022), 2022
Publisher: ACerS Glass & Optical Materials Division

Enhanced Feature Fusion for Thermal-Color Semantic Segmentation

Author(s): Oriel Frigo
Published in: Autosens Brussels 2022, 2022
Publisher: Sense Media

Effective Use of Long-wave Infrared Technology for the Development and Optimization of Deep Learning based Intelligent Thermal vision Systems for Smart Vehicular Applications

Author(s): Waseem Shariff
Published in: Autosens Brussels 2022, 2022
Publisher: Sense Media

High refractive index IR lenses based on chalcogenide glasses molded by spark plasma sintering

Author(s): V. Reux, Laurent Calvez, S. Billon, A. Gautier, H.-L. Ma, Patrick Houizot, F. Charpentier, H. Tariel , Z. Yang, A. Yang, Xianghua Zhang
Published in: 26th International Congress on Glass (ICG) 2022, 2022
Publisher: International Commission on Glass

Recurrent Super-Resolution Method for Enhancing Low Quality Thermal Facial Data

Author(s): David O'Callaghan, Cian Ryan, Waseem Shariff, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
Published in: 24th Irish Machine Vision and Image Processing Conference, 2022
Publisher: 24th Irish Machine Vision and Image Processing Conference
DOI: 10.56541/uaov9084

Mechanical alloying and molding by spark plasma sintering of telluride based glasses

Author(s): Valentin Reux, Laurent Calvez, Sébastien Billon, Antoine Gautier, Hongli Ma, Patrick Houizot, Frédéric Charpentier, Hugues Tariel, Zhiyong Yang, Anping Yang, Xiang-Hua Zhang
Published in: SPIE OPto, Issue March 2022, 2022
Publisher: SPIE
DOI: 10.1117/12.2608128

Review of the development of infrared cameras for automotive applications in the framework of the European project Heliaus

Author(s): Guillaume DRUART, Florence DE LA BARRIERE, Jean-Baptiste VOLATIER, Valentin REUX, Laurent CALVEZ, Xiang-Hua ZHANG, Elodie TARTAS, Raphael PROUX, John FRANKS, Susanne EHRET
Published in: ODF, Issue 2022, 2022
Publisher: ODF

Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge Devices

Author(s): Muhammad Ali Farooq, Waseem Shariff, Faisal Khan, Peter Corcoran
Published in: ICMV 2022, 2021
Publisher: SPIE

Evaluation of the potential of high index Chalcogenide lenses for automotive applications

Author(s): Guillaume DRUART, Valentin REUX, Laurent CALVEZ, Xiang-Hua ZHANG, Florence DE LA BARRIERE, Jean-Baptiste VOLATIER, Elodie TARTAS, Raphael PROUX
Published in: SPIE Digital Library, Issue May 2022, 2022
Publisher: SPIE
DOI: 10.1117/12.2618287

Proof-of-Concept Techniques for Generating Synthetic Thermal Facial Data for Training of Deep Learning Models

Author(s): Muhammad Ali Farooq, Peter Corcoran
Published in: 2021 IEEE International Conference on Consumer Electronics (ICCE), 2021, Page(s) 1-6, ISBN 978-1-7281-9766-1
Publisher: IEEE
DOI: 10.1109/icce50685.2021.9427690

Machine Leaning algorithms performance comparison between thermal and visible imaging

Author(s): Carles Person
Published in: Autosens Brussels 2022, 2022
Publisher: Sense Media

Recent thermoresistive material evolutions at LYNRED for improving uncooled microbolometer products thermal sensitivity

Author(s): Marc Guillaumont, Stéphane Altazin, Alexi Cardoso, Sébastien Tinnes, Claire Pistre, Alain Durand, Aurélien Dariel, Fabio Rossini, Clémence Laurent, Christine Fréal, Gérard Mandran, Christian Bellon, Sébastien Cortial, Matthieu Cueff, Christophe Pautet, Nicolas Boudou, Sarah Gays, Xavier Zucchi, Denis Pelenc, Jean-Jacques Yon, Wilfried Rabaud, Valérie Goudon, Claire Vialle, Stéphane Pocas,
Published in: SPIE DCS, Issue May 2022, 2022
Publisher: SPIE
DOI: 10.1117/12.2618494

Driver Monitoring System based on thermal infrared imaging

Author(s): Arcangelo Merla
Published in: InCabin Brussels 2022, 2022
Publisher: Sense Media

Synthetic Thermal Image Generation for Human-Machine Interaction in Vehicles

Author(s): Richard Blythman, Amr Elrasad, Eoin O'Connell, Paul Kielty, Michael O'Byrne, Mohamed Moustafa, Cian Ryan, Joe Lemley
Published in: 2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX), 2020, Page(s) 1-6, ISBN 978-1-7281-5965-2
Publisher: IEEE
DOI: 10.1109/qomex48832.2020.9123135

Generating Thermal Image Data Samples using 3D Facial Modelling Techniques and Deep Learning Methodologies

Author(s): Muhammad Ali Farooq, Peter Corcoran
Published in: 2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX), 2020, Page(s) 1-5, ISBN 978-1-7281-5965-2
Publisher: IEEE
DOI: 10.1109/qomex48832.2020.9123079

Study of an infrared hybrid chalcogenide silicon lens compatible with wafer-level manufacturing process for automotive applications.

Author(s): Guillaume DRUART, Florence DE LA BARRIERE, Jean-Baptiste VOLATIER, Elodie TARTAS, Raphael PROUX
Published in: Optical Design and Engineering VIII, Issue September 2021, 2021
Publisher: SPIE
DOI: 10.1117/12.2596888

DooDLeNet: Double DeepLab Enhanced Feature Fusion for Thermal-color Semantic Segmentation

Author(s): Oriel Frigo, Lucien Martin-Gaffe, Catherine Wacongne
Published in: CVPR 2022, Issue 2022, 2022
Publisher: IEEE
DOI: 10.1109/cvprw56347.2022.00341

Infrared Imaging for Human Thermography and Breast Tumor Classification using Thermal Images

Author(s): Muhammad Ali Farooq, Peter Corcoran
Published in: 2020 31st Irish Signals and Systems Conference (ISSC), 2020, Page(s) 1-6, ISBN 978-1-7281-9418-9
Publisher: IEEE
DOI: 10.1109/issc49989.2020.9180164

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