Publications

@misc{Pitie:2025:4c16notes,
  author = {Pitié, François},
  title = {{Deep Learning and its Applications: Course Lecture Notes}},
  year = {2025},
  howpublished = {Zenodo},
  doi = {10.5281/zenodo.17954655},
  url = {https://doi.org/10.5281/zenodo.17954655},
  note = {Course lecture notes for EEU44C16/EE5C16, Trinity College Dublin}
}

@inproceedings{Zouein:2026:efficient,
  author = {Zouein, Julien and Vibhoothi and Pitié, François and Kokaram, Anil},
  title = {{Efficient Dense Matching for Enhanced Gaussian Splatting Using AV1 Motion Vectors}},
  booktitle = {IEEE International Conference on Image Processing (ICIP)},
  year = {2026},
  eprint = {2605.14629},
  archivePrefix = {arXiv},
  note = {Accepted for publication (in press)},
  doi = {10.1109/ICIP61757.2026.11630147},
  pages = {1--6},
  publisher = {IEEE}
}

@article{Ringis:2025:demystifying,
  author = {Ringis, Daniel J. and Pitié, François and Kokaram, Anil},
  title = {{Demystifying the use of Compression in Virtual Production}},
  journal = {SMPTE Motion Imaging Journal},
  year = {2025},
  month = {10},
  publisher = {IEEE / SMPTE},
  doi = {10.5594/JMI.2024.3392476}
}

@inproceedings{Zouein:2025:leveraging,
  author = {Zouein, Julien and Javidnia, Hossein and Pitié, François and Kokaram, Anil},
  title = {{Leveraging AV1 Motion Vectors for Fast and Dense Feature Matching}},
  booktitle = {IEEE International Conference on Intelligent Reality (ICIR)},
  year = {2025},
  doi = {10.1109/ICIR64375.2025.00018},
  pages = {1--4},
  publisher = {IEEE}
}

@inproceedings{Vibhoothi:2025:litevpnet,
  author = {Vibhoothi and Pitié, François and Kokaram, Anil},
  title = {{LiteVPNet: A Lightweight Network for Video Encoding Control in Quality-Critical Applications}},
  booktitle = {2025 IEEE Picture Coding Symposium},
  year = {2025},
  doi = {10.1109/PCS65673.2025.11417531},
  pages = {1--5},
  publisher = {IEEE}
}

@inproceedings{Ganbaatar:2025:consistent,
  author = {Ganbaatar, Bat-Erdene and Pitié, François},
  title = {{Towards Consistent Automatic Colour Grading: A Scene-Aware Neural Network for Illuminant Estimation}},
  booktitle = {CVMP '25: Proceedings of the 22nd ACM SIGGRAPH European Conference on Visual Media Production},
  year = {2025},
  doi = {10.1145/3756863.3769704}
}

@inproceedings{Bled:2025:multi,
  author = {Bled, Clément and Pitié, François},
  title = {{Multi Task Denoiser Training for Solving Linear Inverse Problems}},
  booktitle = {ACM SIGGRAPH European Conference on Visual Media Production (CVMP)},
  year = {2025},
  doi = {10.1145/3756863.3769703},
  eprint = {2512.04709},
  archivePrefix = {arXiv}
}

@misc{Ringis:2024:single,
  author = {Ringis, Daniel J. and Pitié, François and Kokaram, Anil},
  title = {{Unravelling the Power of Single-Pass Look-Ahead in Modern Codecs for Optimized Transcoding Deployment}},
  journal = {SMPTE Motion Imaging Journal},
  volume = {133},
  number = {3},
  pages = {25--34},
  year = {2024},
  publisher = {National Association of Broadcaster},
  doi = {10.5594/JMI.2024.3364718}
}

@inproceedings{Bled:2024:creating,
  author = {Bled, Clément and Pitié, François},
  title = {{Creating A Lightweight, Powerful Image Denoiser with a Classic Backbone}},
  booktitle = {Inaugural School of Engineering Research Symposium (SERS)},
  year = {2024}
}

@misc{Vibhoothi:2024:unravelling,
  author = {Vibhoothi and Zouein, Julien and Pitié, François and Kokaram, Anil},
  title = {{Unravelling the Power of Single-Pass Look-Ahead in Modern Codecs for Optimized Transcoding Deployment}},
  journal = {NAB Broadcast Engineering and Information Technology (BEIT) Conference},
  year = {2024},
  publisher = {National Association of Broadcaster}
}

@inproceedings{Bled:2024:lightweight,
  author = {Bled, Clément and Pitié, François},
  title = {{Lightweight Video Denoising Using a Classic Bayesian Backbone}},
  booktitle = {2024 IEEE International Conference on Multimedia and Expo (ICME)},
  pages = {1-6},
  year = {2024},
  doi = {10.1109/ICME57554.2024.10688172},
  keywords = {Wiener filters;Costs;Noise;Closed box;Streaming media;Transformers;Motion compensation;Bayes methods;Video Denoising;Image Sequence Denoising;Wiener Filter},
  publisher = {IEEE}
}

@article{Ringis:2023:disparity,
  author = {Ringis, Daniel J. and Pitié, François and Kokaram, Anil},
  title = {{The disparity between optimal and practical Lagrangian multiplier estimation in video encoders}},
  journal = {Frontiers in Signal Processing},
  volume = {3},
  pages = {1118128},
  year = {2023},
  issn = {2673-8198},
  doi = {10.3389/frsip.2023.1118128},
  url = {https://www.frontiersin.org/journals/signal-processing/articles/10.3389/frsip.2023.1205104}
}

@inproceedings{Vibhoothi:2023:comparison,
  author = {Vibhoothi and Pitié, François and Katsenou, Angeliki and Su, Yeping and Adsumilli, Balu and Kokaram, Anil},
  title = {{Comparison of HDR quality metrics in Per-Clip Lagrangian multiplier optimisation with AV1}},
  booktitle = {2023 IEEE International Conference on Multimedia and Expo (ICME)},
  pages = {1655-1660},
  year = {2023},
  doi = {10.1109/ICME55011.2023.00285},
  keywords = {Measurement;Codecs;Rate-distortion;ITU;High dynamic range;Complexity theory;Optimization;HDR;Quality Metrics;AV1;Rate-Distortion Optimisation},
  publisher = {IEEE}
}

@inproceedings{Bled:2023:pushing,
  author = {Bled, Clément and Pitié, François},
  title = {{Pushing the Limits of the Wiener Filter in Image Denoising}},
  booktitle = {2023 IEEE International Conference on Image Processing (ICIP)},
  pages = {2590-2594},
  year = {2023},
  doi = {10.1109/ICIP49359.2023.10222826},
  keywords = {Wiener filters;Filtering;Neural networks;Benchmark testing;Convolutional neural networks;Optimization;Image denoising;Image Denoising;Wiener Filter},
  publisher = {IEEE}
}

@misc{Ringis:2023:filling,
  author = {Ringis, Daniel J. and Pitié, François and Kokaram, Anil},
  title = {{Filling the gaps in video transcoder deployment in the cloud}},
  journal = {NAB Broadcast Engineering and Information Technology (BEIT) Conference},
  booktitle = {SMPTE Media Technology Summit},
  year = {2023},
  publisher = {National Association of Broadcaster},
  url = {https://arxiv.org/abs/2304.08634}
}

@inproceedings{Vibhoothi:2023:recommendations,
  author = {Vibhoothi and Katsenou, Angeliki and Squires, John and Pitié, François and Kokaram, Anil},
  title = {{Recommendations for Verifying HDR Subjective Testing Workflows}},
  booktitle = {2023 15th International Conference on Quality of Multimedia Experience (QoMEX)},
  pages = {197-200},
  year = {2023},
  doi = {10.1109/QoMEX58391.2023.10178488},
  keywords = {TV;Brightness;Pipelines;Color;Production;Organic light emitting diodes;Encoding;HDR;testing workflow;testing environment;playback;video coding},
  publisher = {IEEE}
}

@inproceedings{Vibhoothi:2023:subjective,
  author = {Vibhoothi and Katsenou, Angeliki and Pitié, François and Domijan, Katarina and Kokaram, Anil},
  title = {{Subjective Assessment of the Impact of a Content Adaptive Optimiser for Compressing 4K HDR Content With AV1}},
  booktitle = {2023 IEEE International Conference on Image Processing (ICIP)},
  pages = {2610-2614},
  year = {2023},
  doi = {10.1109/ICIP49359.2023.10222332},
  keywords = {Measurement;Protocols;Image coding;Rate-distortion;Streaming media;Quality assessment;Quality of experience;HDR;AV1;Rate-Distortion optimisation;Subjective study;Quality metrics},
  publisher = {IEEE}
}

@inproceedings{Vibhoothi:2022:direct,
  author = {Vibhoothi and Pitié, François and Katsenou, Angeliki and Ringis, Daniel Joseph and Su, Yeping and Birkbeck, Neil and Lin, Jessie and Adsumilli, Balu and Kokaram, Anil and others},
  title = {{Direct optimisation of $łambda$ for HDR content adaptive transcoding in AV1}},
  booktitle = {Applications of Digital Image Processing XLV},
  volume = {12226},
  pages = {36--45},
  year = {2022},
  organization = {SPIE}
}

@inproceedings{Piti:2022:frame,
  author = {Pitié, François and Kokaram, Anil},
  title = {{Frame-Type Sensitive RDO Control for Content-Adaptive Encoding}},
  booktitle = {IEEE International Conference on Image Processing (ICIP)},
  pages = {1506--1510},
  year = {2022},
  doi = {10.1109/ICIP46576.2022.9897365},
  publisher = {IEEE}
}

@inproceedings{Bled:2022:assessing,
  author = {Bled, Clément and Pitié, François},
  title = {{Assessing Advances in Real Noise Image Denoisers}},
  booktitle = {Proceedings of the 19th ACM SIGGRAPH European Conference on Visual Media Production},
  year = {2022},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  series = {CVMP '22},
  isbn = {9781450399395},
  doi = {10.1145/3565516.3565524},
  url = {https://doi.org/10.1145/3565516.3565524},
  articleno = {8},
  keywords = {Image denoising, neural networks, real noise},
  location = {London, United Kingdom},
  numpages = {9}
}

@inproceedings{Ringis:2021:near,
  author = {Ringis, Daniel J. and Pitié, François and Kokaram, Anil},
  title = {{Near optimal per-clip lagrangian multiplier prediction in hevc}},
  booktitle = {2021 Picture Coding Symposium (PCS)},
  pages = {1--5},
  year = {2021},
  organization = {IEEE},
  doi = {10.1109/PCS50896.2021.9477476},
  publisher = {IEEE}
}

@inproceedings{Ringis:2021:clip,
  author = {Ringis, Daniel J. and Pitié, François and Kokaram, Anil},
  title = {{Per-clip and per-bitrate adaptation of the Lagrangian multiplier in video coding}},
  booktitle = {Applications of Digital Image Processing XLIV},
  volume = {11842},
  pages = {118420O},
  year = {2021},
  organization = {International Society for Optics and Photonics}
}

@inproceedings{Wu:2021:cold,
  author = {Wu, Hao and Pitié, François and Jones, Gareth J. F.},
  title = {{Cold start problem for automated live video comments}},
  booktitle = {Proceedings of the Third Workshop on Multimodal Artificial Intelligence},
  year = {2021}
}

@inproceedings{Wu:2021:knowing,
  author = {Wu, Hao and Jones, Gareth J. F. and Pitié, François},
  title = {{Knowing where and what to write in automated live video comments: A unified multi-task approach}},
  booktitle = {Proceedings of the 2021 International Conference on Multimodal Interaction},
  year = {2021}
}

@inproceedings{Pessoa:2021:video,
  author = {Pessoa, Rodrigo and Kokaram, Anil and Pitié, François and Sugrue, Mark},
  title = {{CNN-Based Video Codec Classifier For Multimedia Forensics}},
  booktitle = {2021 IEEE International Conference on Image Processing (ICIP)},
  pages = {3033-3037},
  year = {2021},
  doi = {10.1109/ICIP42928.2021.9506020},
  keywords = {Forensics;Image processing;Conferences;User-generated content;Streaming media;Fingerprint recognition;Rendering (computer graphics);video;forensics;CNN;codec;decoding},
  publisher = {IEEE}
}

@inproceedings{Wu:2021:investigating,
  author = {Wu, Hao and Pitié, François and Jones, Gareth J. F.},
  title = {{Investigating Automated Mechanisms for Multi-Modal Prediction of User Online-Video Commenting Behaviour}},
  booktitle = {2021 International Conference on Content-Based Multimedia Indexing},
  year = {2021},
  doi = {10.1109/CBMI50038.2021.9461909},
  pages = {1--6},
  publisher = {IEEE}
}

@article{Kokaram:2020:guest,
  editor = {Kokaram, Anil and Hilton, Adrian and Thomas, Graham and Pitié, François},
  title = {{Guest Editorial: Computer Vision for the Creative Industries}},
  journal = {IET Computer Vision},
  volume = {14},
  number = {6},
  pages = {289--290},
  year = {2020},
  doi = {10.1049/iet-cvi.2020.5001}
}

@article{Piti:2020:advances,
  author = {Pitié, François},
  title = {{Advances in colour transfer}},
  journal = {IET Computer Vision},
  volume = {14},
  number = {6},
  pages = {304--322},
  year = {2020},
  doi = {10.1049/iet-cvi.2020.0076}
}

@inproceedings{Bacher:2020:advert,
  author = {Bacher, Ivana and Javidnia, Hossein and Dev, Soumyabrata and Agrahari, Rohit and Hossari, Murhaf and Nicholson, M. and Pitié, François and Kokaram, Anil},
  title = {{An advert creation system for 3D product placements}},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},
  pages = {517--521},
  year = {2020},
  doi = {10.1007/978-3-030-67664-3_32}
}

@article{Ringis:2020:clip,
  author = {Ringis, Daniel J. and Pitié, François and Kokaram, Anil},
  title = {{Per Clip Lagrangian Multiplier Optimisation for HEVC}},
  journal = {Electronic Imaging},
  booktitle = {IS&T International Symposium on Electronic Imaging (EI)},
  volume = {2020},
  number = {10},
  pages = {136-1--136-7},
  year = {2020},
  publisher = {Society for Imaging Science and Technology},
  doi = {10.2352/ISSN.2470-1173.2020.10.AVM-136}
}

@inproceedings{Forte:2020:interactive,
  author = {Forte, Marco and Price, B and Cohen, S and Xu, N and Pitié, François},
  title = {{Interactive Training and Architecture for Deep Object Selection}},
  booktitle = {IEEE International Conference on Multimedia & Expo},
  year = {2020},
  doi = {10.1109/ICME46284.2020.9102942},
  pages = {1--6},
  publisher = {IEEE}
}

@inproceedings{Ringis:2020:clipa,
  author = {Ringis, Daniel J. and Pitié, François and Kokaram, Anil},
  title = {{Per-clip adaptive Lagrangian multiplier optimisation with low-resolution proxies}},
  booktitle = {Applications of Digital Image Processing XLIII (SPIE)},
  volume = {11510},
  pages = {115100E},
  year = {2020},
  organization = {International Society for Optics and Photonics},
  doi = {10.1117/12.2568600}
}

@article{Katarina:2019:solar,
  author = {Domijan, Katarina and Bloomfield, D. Shaun and Pitié, François},
  title = {{Solar Flare Forecasting from Magnetic Feature Properties Generated by the Solar Monitor Active Region Tracker}},
  journal = {Solar Physics},
  volume = {294},
  number = {1},
  year = {2019},
  month = {January},
  publisher = {Springer Science and Business Media LLC},
  doi = {10.1007/s11207-018-1392-4},
  url = {https://doi.org/10.1007/s11207-018-1392-4}
}

@inproceedings{Bacher:2019:deepreal,
  author = {Bacher, Ivana and Javidnia, Hossein and Dev, Soumyabrata and Agrahari, Rohit and Hossari, Murhaf and Nicholson, M. and Pitié, François and Kokaram, Anil},
  title = {{DeepReal - A Deep Learning Based 3D Advert Integration System}},
  booktitle = {Proceedings of the NEM Summit},
  pages = {1--2},
  year = {2019}
}

@inproceedings{Dev:2019:alos,
  author = {Dev, Soumyabrata and Hossari, Murhaf and Nicholson, M and McCabe, K and Conran, ANC and Tang, J and Xu, W and others},
  title = {{The ALOS Dataset for Advert Localization in Outdoor Scenes}},
  booktitle = {2019 Eleventh International Conference on Quality of Multimedia Experience},
  year = {2019},
  doi = {10.1109/QoMEX.2019.8743280},
  pages = {1--3},
  publisher = {IEEE}
}

@inproceedings{Dev:2019:localizing,
  author = {Dev, Soumyabrata and Hossari, Murhaf and Nicholson, M and McCabe, K and Nautiyal, A and Conran, C and Tang, J and others},
  title = {{Localizing adverts in outdoor scenes}},
  booktitle = {2019 IEEE International Conference on Multimedia & Expo Workshops},
  year = {2019},
  doi = {10.1109/ICMEW.2019.00107},
  pages = {591--594},
  publisher = {IEEE}
}

@inproceedings{Dev:2019:identifying,
  author = {Dev, Soumyabrata and Javidnia, Hossein and Hossari, Murhaf and Nicholson, M and McCabe, K and Nautiyal, A and others},
  title = {{Identifying Candidate Spaces for Advert Implantation}},
  booktitle = {IEEE 7th International Conference on Computer Science and Network Technology},
  year = {2019},
  doi = {10.1109/ICCSNT47585.2019.8962510},
  pages = {503--507},
  publisher = {IEEE}
}

@inproceedings{Dev:2019:case,
  author = {Dev, Soumyabrata and Hossari, Murhaf and Nicholson, M and McCabe, K and Nautiyal, A and Conran, C and Tang, J and others},
  title = {{The CASE Dataset of Candidate Spaces for Advert Implantation}},
  booktitle = {2019 16th International Conference on Machine Vision Applications},
  year = {2019},
  doi = {10.23919/MVA.2019.8757977},
  pages = {1--4},
  publisher = {IEEE}
}

@incollection{Atul:2019:advert,
  author = {Nautiyal, Atul and McCabe, Killian and Hossari, Murhaf and Dev, Soumyabrata and Nicholson, Matthew and Conran, Clare and McKibben, Declan and Tang, Jian and Xu, Wei and Pitié, François},
  title = {{An Advert Creation System for Next-Gen Publicity}},
  booktitle = {Machine Learning and Knowledge Discovery in Databases},
  pages = {663--667},
  year = {2019},
  publisher = {Springer International Publishing},
  doi = {10.1007/978-3-030-10997-4_47},
  url = {https://doi.org/10.1007/978-3-030-10997-4_47}
}

@inproceedings{Ali:2018:temporal,
  author = {Karaali, Ali and Jung, Claudio Rosito and Pitié, François},
  title = {{Temporal Consistency for Still Image Based Defocus Blur Estimation Methods}},
  booktitle = {2018 25th IEEE International Conference on Image Processing (ICIP)},
  year = {2018},
  month = {October},
  publisher = {IEEE},
  doi = {10.1109/icip.2018.8451778},
  url = {https://doi.org/10.1109/icip.2018.8451778},
  pages = {1088--1092}
}

@inproceedings{Hossari:2018:adnet,
  author = {Hossari, Murhaf and Dev, Soumyabrata and Kitchin, M. and Nicholson, M. and Pitié, François},
  title = {{ADNet: A Deep Network for Detecting Adverts}},
  booktitle = {Irish Machine Vision and Image Processing Conference (IMVIP)},
  pages = {129--132},
  year = {2018},
  month = {December},
  doi = {10.1109/IMVIP.2018.00028},
  url = {http://arxiv.org/abs/1811.04115},
  note = {arXiv: 1811.04115},
  copyright = {All rights reserved},
  keywords = {Computer Science - Machine Learning, Computer Science - Multimedia},
  urldate = {2018-12-12}
}

@inproceedings{Rhys:2018:neural,
  author = {Buggy, Rhys and Forte, Marco and Pitié, François},
  editor = {Tescher, Andrew G.},
  title = {{Neural net architectures for image demosaicing}},
  booktitle = {Applications of Digital Image Processing XLI},
  year = {2018},
  month = {September},
  publisher = {SPIE},
  doi = {10.1117/12.2322353},
  url = {https://doi.org/10.1117/12.2322353}
}

@inproceedings{Daniel:2018:modern,
  author = {Ringis, Daniel Joseph and Singh, Davinder and Pitié, François and Kokaram, Anil},
  editor = {Tescher, Andrew G.},
  title = {{Using modern motion estimation algorithms in existing video codecs}},
  booktitle = {Applications of Digital Image Processing XLI},
  year = {2018},
  month = {September},
  publisher = {SPIE},
  doi = {10.1117/12.2322411},
  url = {https://doi.org/10.1117/12.2322411}
}

@inproceedings{Wu:2018:stage,
  author = {Wu, Hao and Jones, Gareth J. F. and Pitié, François and Lawless, Seamus},
  title = {{A Two-stage Transfer Learning Approach for Storytelling Linking.}},
  booktitle = {NIST TRECVID Workshop},
  year = {2018}
}

@inproceedings{Fran:2016:alternative,
  author = {Pitié, François},
  title = {{An alternative matting Laplacian}},
  booktitle = {2016 IEEE International Conference on Image Processing (ICIP)},
  year = {2016},
  month = {September},
  publisher = {IEEE},
  doi = {10.1109/icip.2016.7533035},
  url = {https://doi.org/10.1109/icip.2016.7533035},
  pages = {3623--3627}
}

@inproceedings{Fran:2016:rank,
  author = {Pitié, François},
  title = {{Rank Reduced Alternative Matting Laplacian}},
  booktitle = {Proceedings of the 13th European Conference on Visual Media Production (CVMP 2016) - CVMP 2016},
  year = {2016},
  publisher = {ACM Press},
  doi = {10.1109/ICIP.2016.7533035},
  url = {https://doi.org/10.1145/2998559.2998566},
  pages = {3623--3627}
}

@proceedings{Piti:2015:irish,
  editor = {Pitié, François and others},
  title = {{Proceedings of the 2015 Irish Machine Vision and Image Processing Conference (IMVIP 2015)}},
  pages = {1--139},
  year = {2015},
  publisher = {Irish Pattern Recognition & Classification Society (IPRCS)},
  isbn = {978-0-9934207-0-2}
}

@inproceedings{Gary:2014:advanced,
  author = {Baugh, Gary and Kokaram, Anil and Pitié, François},
  title = {{Advanced video debanding}},
  booktitle = {Proceedings of the 11th European Conference on Visual Media Production},
  year = {2014},
  month = {November},
  publisher = {ACM},
  doi = {10.1145/2668904.2668912},
  url = {https://doi.org/10.1145/2668904.2668912}
}

@inproceedings{Fran:2014:assessment,
  author = {Pitié, François and Kelly, Damien and Foucu, Thierry and Harte, Naomi and Kokaram, Anil},
  title = {{Assessment of Audio/Video synchronisation in streaming media}},
  booktitle = {2014 Sixth International Workshop on Quality of Multimedia Experience (QoMEX)},
  year = {2014},
  month = {September},
  publisher = {IEEE},
  doi = {10.1109/qomex.2014.6982315},
  url = {https://doi.org/10.1109/qomex.2014.6982315},
  pages = {171--176}
}

@article{Mohamed:2013:blotch,
  author = {Elgharib, Mohamed A and Pitié, François and Kokaram, Anil},
  title = {{Blotch and scratch removal in archived film using a semi-transparent corruption model and a ground-truth generation technique}},
  journal = {Journal on Image and Video Processing},
  volume = {2013},
  number = {1},
  year = {2013},
  month = {June},
  publisher = {Springer Science and Business Media LLC},
  doi = {10.1186/1687-5281-2013-33},
  url = {https://doi.org/10.1186/1687-5281-2013-33}
}

@inproceedings{Róisín:2013:parametric,
  author = {Rowley-Brooke, Róisín and Pitié, François and Kokaram, Anil},
  title = {{A Non-parametric Framework for Document Bleed-through Removal}},
  booktitle = {2013 IEEE Conference on Computer Vision and Pattern Recognition},
  year = {2013},
  month = {June},
  publisher = {IEEE},
  doi = {10.1109/cvpr.2013.380},
  url = {https://doi.org/10.1109/cvpr.2013.380},
  pages = {2954--2960}
}

@inproceedings{Félix:2013:user,
  author = {Raimbault, Félix and Pitié, François and Kokaram, Anil},
  title = {{User-assisted sparse stereo-video segmentation}},
  booktitle = {Proceedings of the 10th European Conference on Visual Media Production - CVMP '13},
  year = {2013},
  publisher = {ACM Press},
  doi = {10.1145/2534008.2534027},
  url = {https://doi.org/10.1145/2534008.2534027}
}

@inproceedings{Róisín:2013:degraded,
  author = {Rowley-Brooke, Róisín and Pitié, François and Kokaram, Anil},
  title = {{Degraded manuscript restoration: A case study}},
  booktitle = {Annual Conference of the Society for Musicology in Ireland (SMI)},
  year = {2013},
  address = {Maynooth,Ireland}
}

@inproceedings{Mohamed:2013:user,
  author = {Elgharib, Mohamed A. and Pitié, François and Kokaram, Anil and Saligrama, Venkatesh},
  title = {{User-assisted reflection detection and feature point tracking}},
  booktitle = {Proceedings of the 10th European Conference on Visual Media Production - CVMP '13},
  year = {2013},
  publisher = {ACM Press},
  doi = {10.1145/2534008.2534011},
  url = {https://doi.org/10.1145/2534008.2534011}
}

@inproceedings{Róisín:2013:nonrigid,
  author = {Rowley-Brooke, Róisín and Pitié, François and Kokaram, Anil},
  title = {{Nonrigid recto-verso registration using page outline structure and content preserving warps}},
  booktitle = {Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing - HIP '13},
  year = {2013},
  publisher = {ACM Press},
  doi = {10.1145/2501115.2501124},
  url = {https://doi.org/10.1145/2501115.2501124}
}

@incollection{Róisín:2012:ground,
  author = {Rowley-Brooke, Róisín and Pitié, François and Kokaram, Anil},
  title = {{A Ground Truth Bleed-Through Document Image Database}},
  booktitle = {Theory and Practice of Digital Libraries},
  pages = {185--196},
  year = {2012},
  publisher = {Springer Berlin Heidelberg},
  doi = {10.1007/978-3-642-33290-6_21},
  url = {https://doi.org/10.1007/978-3-642-33290-6_21}
}

@inproceedings{Piti:2012:depthartist,
  author = {Pitié, François and Baugh, Gary and Helms, J.},
  title = {{Depthartist: a stereoscopic 3d conversion tool for cg animation}},
  booktitle = {Proceedings of the 9th European Conference on Visual Media Production (CVMP)},
  pages = {32--39},
  year = {2012},
  doi = {10.1145/2414688.2414693}
}

@inproceedings{Félix:2012:stereo,
  author = {Raimbault, Félix and Pitié, François and Kokaram, Anil},
  title = {{Stereo video completion for rig and artefact removal}},
  booktitle = {2012 13th International Workshop on Image Analysis for Multimedia Interactive Services},
  year = {2012},
  month = {May},
  publisher = {IEEE},
  doi = {10.1109/wiamis.2012.6226762},
  url = {https://doi.org/10.1109/wiamis.2012.6226762},
  pages = {1--4}
}

@incollection{Kokaram:2011:advances,
  author = {Kokaram, Anil and Pitié, François and Corrigan, David and Vitulano, Domenico and Bruni, Vittoria and Crawford, Andrew},
  title = {{Advances in automated restoration of archived video}},
  booktitle = {Digital Imaging for Cultural Heritage Preservation: Analysis, Restoration, and Reconstruction of Ancient Artworks},
  pages = {273--304},
  year = {2011},
  publisher = {CRC Press},
  isbn = {978-1-4398-0436-0}
}

@inproceedings{David:2011:restoring,
  author = {Corrigan, David and Pitié, François and Kokaram, Anil},
  title = {{Restoring Image Burnout in 3D-Stereoscopic Media using Temporally Consistent Disparity Maps}},
  booktitle = {Irish Signals and Systems Conference},
  year = {2011},
  month = {June},
  address = {Dublin, Ireland}
}

@inproceedings{David:2011:restoration,
  author = {Corrigan, David and Pitié, François and Kokaram, Anil},
  title = {{Restoration of Image Burnout in 3D-Stereoscopic Media Using Inter-View Gradient Interpolation}},
  booktitle = {European Signal Processing Conference (Eusipco)},
  year = {2011},
  month = {September},
  address = {Barcelona, Spain},
  pages = {1889--1893},
  publisher = {IEEE}
}

@inproceedings{Mohamed:2011:motion,
  author = {Ahmed, Mohamed Abdelaziz and Pitié, François and Kokaram, Anil},
  title = {{Motion Estimation for Regions of Reflections through Layer Separation}},
  booktitle = {2011 Conference for Visual Media Production},
  year = {2011},
  month = {November},
  publisher = {IEEE},
  doi = {10.1109/cvmp.2011.12},
  url = {https://doi.org/10.1109/cvmp.2011.12}
}

@inproceedings{Mohamed:2011:reflection,
  author = {Ahmed, Mohamed Abdelaziz and Pitié, François and Kokaram, Anil},
  title = {{Reflection detection in image sequences}},
  booktitle = {CVPR 2011},
  year = {2011},
  month = {June},
  publisher = {IEEE},
  doi = {10.1109/cvpr.2011.5995670},
  url = {https://doi.org/10.1109/cvpr.2011.5995670},
  pages = {705--712}
}

@inproceedings{David:2010:video,
  author = {Corrigan, David and Pitié, François and Morris, Valerie and Rankin, Andrew and Linnane, M. and Kearney, Gavin and Gorzel, Marcin and O'Dea, M. and Lee, C. and Kokaram, Anil},
  title = {{A Video Database for the Development of Stereo-3D Post-Production Algorithms}},
  booktitle = {2010 Conference on Visual Media Production},
  year = {2010},
  month = {November},
  publisher = {IEEE},
  doi = {10.1109/cvmp.2010.16},
  url = {https://doi.org/10.1109/cvmp.2010.16},
  pages = {64--73}
}

@inproceedings{Fran:2010:matting,
  author = {Pitié, François and Kokaram, Anil},
  title = {{Matting with a depth map}},
  booktitle = {2010 IEEE International Conference on Image Processing},
  year = {2010},
  month = {September},
  publisher = {IEEE},
  doi = {10.1109/icip.2010.5653548},
  url = {https://doi.org/10.1109/icip.2010.5653548},
  pages = {21--24}
}

@inproceedings{Ring:2009:feature,
  author = {Ring, D and Pitié, François},
  title = {{Feature-Assisted Sparse to Dense Motion Estimation using Geodesic Distances.}},
  booktitle = {IEEE Irish Machine Vision and Image Processing conference},
  year = {2009},
  doi = {10.1109/IMVIP.2009.9},
  pages = {7--12},
  publisher = {IEEE}
}

@inproceedings{Ahmed:2009:extraction,
  author = {Ahmed, MA and Pitié, François and Kokaram, Anil},
  title = {{Extraction of Non-Binary Blotch Mattes.}},
  booktitle = {Image Processing},
  year = {2009},
  doi = {10.1109/ICIP.2009.5414134},
  pages = {2757--2760},
  publisher = {IEEE}
}

@inproceedings{Piti:2009:graph,
  author = {Pitié, François},
  title = {{Using One Graph-Cut to Fuse Multiple Candidate Maps in Depth Estimation.}},
  booktitle = {6th European Conference on Visual Media Production (CVMP)},
  pages = {205--212},
  year = {2009},
  doi = {10.1109/CVMP.2009.21},
  publisher = {IEEE}
}

@incollection{Piti:2008:enhancement,
  author = {Pitié, François and Kokaram, Anil},
  title = {{Enhancement of digital photographs using color transfer techniques}},
  booktitle = {Digital Image Processing (Handbook)},
  year = {2008},
  publisher = {CRC Press}
}

@incollection{Dahyot:2008:action,
  author = {Dahyot, Rozenn and Pitié, François and Lennon, D. and Harte, Naomi and Kokaram, Anil},
  title = {{Action Recognition in Multimedia Streams}},
  booktitle = {Multimodal Processing and Interaction: Audio, Video, Text},
  pages = {1--16},
  year = {2008},
  publisher = {Springer},
  doi = {10.1007/978-0-387-76316-3_5}
}

@inproceedings{Kelly:2008:comparative,
  author = {Kelly, Damien and Pitié, François and Kokaram, Anil and Boland, Frank},
  title = {{A Comparative Error Analysis of Audio-Visual Source Localization}},
  booktitle = {European Conference on Visual Media Production (CVMP)},
  year = {2008}
}

@article{Piti:2007:automated,
  author = {Pitié, François and Kokaram, Anil and Dahyot, Rozenn},
  title = {{Automated Colour Grading using Colour Distribution Transfer}},
  journal = {Computer Vision and Image Understanding},
  volume = {107},
  number = {1-2},
  pages = {123--137},
  year = {2007},
  doi = {10.1016/j.cviu.2006.11.011}
}

@inproceedings{Gigonzac:2007:electronic,
  author = {Gigonzac, G and Pitié, François and Kokaram, Anil},
  title = {{Electronic slide matching and enhancement of a lecture video}},
  booktitle = {Visual Media Production},
  year = {2007},
  doi = {10.1049/cp:20070041},
  pages = {1--7},
  publisher = {IEEE}
}

@inproceedings{Piti:2007:linear,
  author = {Pitié, François and Kokaram, Anil},
  title = {{The linear Monge-Kantorovitch linear colour mapping for example-based colour transfer}},
  booktitle = {Visual Media Production},
  year = {2007},
  doi = {10.1049/cp:20070055},
  pages = {1--9},
  publisher = {IEEE}
}

@inproceedings{Piti:2006:localised,
  author = {Pitié, François and Kent, B and Collis, B and Kokaram, Anil},
  title = {{Localised deflicker of moving images}},
  booktitle = {3rd European Conference on Visual Media Production},
  year = {2006},
  doi = {10.1049/cp:20061935},
  pages = {134--143},
  publisher = {IEEE}
}

@inproceedings{Piti:2005:line,
  author = {Pitié, François and Berrani, SA and Kokaram, Anil and Dahyot, Rozenn},
  title = {{Off-line multiple object tracking using candidate selection and the viterbi algorithm}},
  booktitle = {IEEE International Conference on Image Processing},
  year = {2005},
  doi = {10.1109/ICIP.2005.1530340},
  pages = {III--109},
  publisher = {IEEE}
}

@inproceedings{Piti:2005:automated,
  author = {Pitié, François and Kokaram, Anil and Dahyot, Rozenn},
  title = {{Towards automated colour grading}},
  booktitle = {2nd European Conference on Visual Media Production (CVMP)},
  pages = {117--125},
  year = {2005},
  doi = {10.1049/cp:20050478},
  publisher = {IEEE}
}

@inproceedings{Piti:2005:dimensional,
  author = {Pitié, François and Kokaram, Anil and Dahyot, Rozenn},
  title = {{N-dimensional probability density function transfer and its aplication to colour transfer}},
  booktitle = {IEEE International Conference on Computer Vision},
  year = {2005},
  doi = {10.1109/ICCV.2005.166},
  pages = {1434--1439 Vol. 2},
  publisher = {IEEE}
}

@inproceedings{Kokaram:2005:content,
  author = {Kokaram, Anil and Pitié, François and Dahyot, Rozenn and Rea, Niall and Yeterian, Sebastien},
  title = {{Content Controlled Image Representation for Sports Streaming}},
  booktitle = {Proc. of Content-Based Multimedia Indexing (CBMI)},
  year = {2005}
}

@inproceedings{Piti:2004:robust,
  author = {Pitié, François and Dahyot, Rozenn and Kelly, Frank and Kokaram, Anil},
  title = {{A new robust technique for stabilizing brightness fluctuations in image sequences}},
  booktitle = {Statistical Methods in Video Processing (ECCV Workshop)},
  volume = {3247},
  pages = {153--164},
  year = {2004},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  doi = {10.1007/978-3-540-27816-0_14}
}

@inproceedings{Crawford:2004:gradient,
  author = {Crawford, AJ and Denman, H and Kelly, F and Pitié, François and Kokaram, Anil},
  title = {{Gradient Based Dominant Motion Estimation with Integral Projections for Real Time Video Stabilisation}},
  booktitle = {IEEE International Conference on Image Processing},
  year = {2004},
  doi = {10.1109/ICIP.2004.1421837},
  pages = {3371--3374 Vol. 5},
  publisher = {IEEE}
}

@inproceedings{Piti:2004:oriented,
  author = {Pitié, François and Kokaram, Anil and Dahyot, Rozenn},
  title = {{Oriented Particle Spray: A New Probabilistic Contour Tracing with Directional Information}},
  booktitle = {Irish Machine Vision and Image Processing},
  year = {2004}
}

@inproceedings{Piti:2003:suppression,
  author = {Pitié, François and Dahyot, Rozenn and Kokaram, Anil},
  title = {{Suppression du bruit de pompage dans les vidéos}},
  booktitle = {Actes du 19ème Colloque GRETSI sur le traitement du signal et des images},
  pages = {1--4},
  year = {2003},
  address = {Paris, France}
}

@inproceedings{Kokaram:2003:simultaneous,
  author = {Kokaram, Anil and Dahyot, Rozenn and Pitié, François and Denman, H},
  title = {{Simultaneous Luminance and Position Stabilization for Film and Video}},
  booktitle = {Visual Communications and Image Processing},
  year = {2003}
}

@article{Forte:2020:alpha,
  author = {Forte, Marco and Pitié, François},
  title = {{F, B, Alpha Matting}},
  journal = {arXiv preprint arXiv:2003.07711},
  year = {2020},
  eprint = {2003.07711},
  archivePrefix = {arXiv},
  primaryClass = {cs.CV},
  url = {https://arxiv.org/abs/2003.07711}
}

@article{Wu:2020:response,
  author = {Wu, Hao and Jones, Gareth J. F. and Pitié, François},
  title = {{Response to {LiveBot}: Generating Live Video Comments Based on Visual and Textual Contexts}},
  journal = {arXiv preprint arXiv:2006.03022},
  year = {2020},
  eprint = {2006.03022},
  archivePrefix = {arXiv},
  primaryClass = {cs.CV}
}

@misc{Pixelpuffin:2012:pixelpuffin,
  author = {{PixelPuffin}},
  title = {{DepthArtist}: 2D to 3D Conversion Software},
  year = {2012},
  howpublished = {Commercial Software},
  note = {Proprietary software for semi-automated stereoscopic 3D conversion}
}

@misc{Pixelpuffin:2011:pixelpuffin,
  author = {{PixelPuffin}},
  title = {{Video Stabilizer for {Videowave}}},
  year = {2011},
  publisher = {Roxio},
  howpublished = {Commercial Software Plug-in},
  note = {Commercial video stabilisation engine deployed in consumer editing suite}
}

@misc{The:2008:foundry,
  author = {{The Foundry} and Pitié, François and Kokaram, Anil},
  title = {{Deflicker2}},
  year = {2008},
  howpublished = {Part of the Furnace / Nuke plug-in suite, The Foundry},
  note = {Part of the Academy Award winning software suite Furnace}
}

@misc{The:2007:foundry,
  author = {{The Foundry} and Pitié, François and Kokaram, Anil},
  title = {{MatchGrade}},
  year = {2007},
  howpublished = {Part of the Furnace / Nuke plug-in suite, The Foundry},
  note = {Part of the Academy Award winning software suite Furnace (F_MatchGrade)}
}

@misc{Greenparrotpictures:2004:greenparrotpictures,
  author = {{GreenParrotPictures}},
  title = {{FilmFix}},
  year = {2004},
  howpublished = {Commercial restoration software},
  note = {Film defect removal and digital restoration suite}
}

@misc{Woods:2015:steve,
  author = {Woods, Steve and Scott, John and Connaughton, Philip and Boulé, Michelle and Pitié, François and Porter, Matt},
  title = {{iDuet}},
  year = {2015},
  howpublished = {Film production},
  note = {Creative dance film with computer vision visual effects}
}

@misc{Merry:2011:sophie,
  author = {Merry, Sophie and Pitié, François and Kokaram, Anil and Whelan, Trevor and Timms, Chris},
  title = {{Clockhead}},
  year = {2011},
  howpublished = {Film production},
  note = {Short film showcasing robotic and algorithmic video stylisation}
}

@phdthesis{Piti:2006:francois,
  author = {Pitié, François},
  title = {{Statistical Signal Processing Techniques for Visual Post-Production}},
  year = {2006},
  school = {Trinity College Dublin, School of Engineering},
  address = {Dublin, Ireland}
}

@mastersthesis{Piti:2002:fran,
  author = {Pitié, François},
  title = {{Removing Flicker from Old Movies}},
  year = {2002},
  school = {EURECOM / Trinity College Dublin},
  note = {Dipl{\^o}me d'Etudes Approfondies (DEA) / Master's Thesis}
}

@misc{Xu:2023:conran,
  author = {Xu, Wei and Conran, Clare and Pitié, François},
  title = {{Method for Embedding Advertisement in Video and Computer Device}},
  number = {US 16/990,011 / US 2021/0044877 A1},
  year = {2023},
  howpublished = {US Patent Application},
  note = {Assignee: Tencent / Trinity College Dublin},
  url = {https://patents.google.com/patent/US20210044877A1/en}
}

@misc{Kelly:2016:patent,
  author = {Kelly, Damien and Boland, Frank and Pitié, François and Kokaram, Anil},
  title = {{Automated Video Production System and Method}},
  number = {US 9,305,600 B2},
  year = {2016},
  howpublished = {US Patent},
  note = {Assignee: Provost, Fellows and Scholars of Trinity College Dublin},
  url = {https://patents.google.com/patent/US9305600B2/en}
}

@misc{Crawford:2013:patent,
  author = {Crawford, Andrew and Kokaram, Anil and Kelly, Francis and Denman, Hugh and Pitié, François},
  title = {{Dominant Motion Estimation for Image Sequence Processing}},
  number = {US 8,385,418 B2},
  year = {2013},
  howpublished = {US Patent},
  note = {Assignee: Google LLC},
  url = {https://patents.google.com/patent/US8385418B2/en}
}

@misc{Pitie:2010:patent,
  author = {Pitié, François and Kokaram, Anil},
  title = {{Method for Matching Color in Images}},
  number = {US 7,796,812 B2},
  year = {2010},
  howpublished = {US Patent},
  note = {Assignee: Google LLC},
  url = {https://patents.google.com/patent/US7796812B2/en}
}