Hana Alghamdi and Rozenn Dahyot. “Sliced L2 Distance for Colour Grading”. In: 2021 29th European Signal Processing Conference (EUSIPCO). https://eurasip.org/Proceedings/Eusipco/Eusipco2021/pdfs/0000671.pdf. 2021, pp. 671–675. doi: 10.23919/EUSIPCO54536.2021. arXiv: 2102.09297 [cs.CV]. url: https://arxiv.org/pdf/2102.09297.pdf.
Ali Karaali, Rozenn Dahyot, and Donal J. Sexton. DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet. Tech. rep. Arxiv, 2021. doi: 10.48550/arXiv.2111.04739. url: https://arxiv.org/pdf/2111.04739.pdf.
Chao Liu et al. “Context Aware Object Geotagging”. In: Irish Machine Vision and Image Processing (IMVIP 2021). 2021. doi: 10.48550/arXiv.2108.06302. url: https://arxiv.org/pdf/2108.06302.pdf.
Rachel McDonnell et al. “Model for predicting perception of facial action unit activation using virtual humans”. In: Computers & Graphics 100 (2021). Github: https://github.com/Roznn/facial-blendshapes, pp. 81–92. issn: 0097-8493. doi: 10.1016/j.cag.2021.07.022. url: https://roznn.github.io/facial-blendshapes/CAG2021.pdf.
Matej Ulicny, Vladimir A. Krylov, and Rozenn Dahyot. “Tensor Reordering for CNN Compression”. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Github: https://github.com/matej-ulicny/reorder-cnn-compression. 2021, pp. 3930–3934. doi: 10.1109/ICASSP39728.2021.9413944. arXiv: 2010.12110 [cs.LG]. url: https://arxiv.org/pdf/2010.12110.pdf.
Hana Alghamdi and Rozenn Dahyot. “Iterative Nadaraya-Watson Distribution Transfer for Colour Grading”. In: 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP). Github: https://github.com/leshep/INWDT. 2020, pp. 1–6. doi: 10.1109/MMSP48831.2020.9287097. url: https://arxiv.org/pdf/2006.09208.pdf.
Hana Alghamdi and Rozenn Dahyot. “Patch based Colour Transfer using SIFT Flow”. In: Irish Machine Vision and Image Processing (IMVIP 2020). Vol. abs/2005.09015. Best Paper Award, Book Open Access http://research.thea.ie/handle/20.500.12065/3429. 2020. arXiv: 2005.09015. url: https://arxiv.org/pdf/2005.09015.pdf.
R. Aljuaidi and R. Dahyot. “Efficient Visual Place Retrieval System Using Google Street View”. In: Irish Machine Vision and Image Processing (IMVIP 2020). Book Open Access http://research.thea.ie/handle/20.500.12065/3429. 2020. url: http://research.thea.ie/handle/20.500.12065/3429.
Emma Carrigan et al. “Investigating Perceptually Based Models to Predict Importance of Facial Blendshapes”. In: Motion, Interaction and Games. MIG ’20. Awarded Best Short Paper Award MIG2020 Github: https://roznn.github.io/facial-blendshapes/. Virtual Event, SC, USA: Association for Computing Machinery, 2020. isbn: 9781450381710. doi: 10.1145/3424636.3426904. url: https://roznn.github.io/facial-blendshapes/MIG2020.pdf.
J. Chopin et al. “Methode d’analyse semantique d’images combinant apprentissage profond et relations structurelles par appariement de graphes”. In: Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2020). https://hal.archives-ouvertes.fr/hal-02882043. Angers, France, June 2020. url: http://pfia2020.fr/wp-content/uploads/2020/08/actes_RJCIA_CH_PFIA2020.pdf.
J. Chopin et al. “Semantic image segmentation based on spatial relationships and inexact graph matching”. In: 2020 Tenth International Conference on Image Processing Theory, Tools and Applications (IPTA). Nov. 2020, pp. 1–6. doi: 10.1109/IPTA50016.2020.9286611. url: https://hal.archives-ouvertes.fr/hal-02916165/file/2020IPTA.pdf.
C.-J. Liu et al. “IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery”. In: Remote Sensing 12.17 (Aug. 2020). Github: https://github.com/speed8928/IMELE, p. 2719. doi: 10.3390/rs12172719. url: https://www.mdpi.com/2072-4292/12/17/2719/pdf.
Miguel De Prado et al. “Bonseyes AI Pipeline—Bringing AI to You: End-to-End Integration of Data, Algorithms, and Deployment Tools”. In: ACM Trans. Internet Things 1.4 (Aug. 2020). issn: 2691-1914. doi: 10.1145/3403572. url: https://arxiv.org/pdf/1901.05049.pdf.
Matej Ulicny, Vladimir A. Krylov, and Rozenn Dahyot. Harmonic Convolutional Networks based on Discrete Cosine Transform. Tech. rep. Github: https://github.com/matej-ulicny/harmonic-networks. Trinity College Dublin Ireland, 2020. arXiv: 2001.06570. url: https://arxiv.org/pdf/2001.06570.pdf.
R. Yadav et al. “CNN based Color and Thermal Image Fusion for Object Detection in Automated Driving”. In: Irish Machine Vision and Image Processing (IMVIP 2020). Book Open Access http://research.thea.ie/handle/20.500.12065/3429. 2020. url: https://research.thea.ie/bitstream/handle/20.500.12065/3429/IMVIP2020Proceedings.pdf.
Kashif Ahmad et al. “Automatic detection of passable roads after floods in remote sensed and social media data”. In: Signal Processing: Image Communication 74 (2019), pp. 110–118. issn: 0923-5965. doi: 10.1016/j.image.2019.02.002. url: https://arxiv.org/pdf/1901.03298.pdf.
F. Albluwi, V. A. Krylov, and R. Dahyot. “Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural Networks”. In: 2019 27th European Signal Processing Conference (EUSIPCO). Github: https://github.com/Fatma-Albluwi/DBSR. Sept. 2019, pp. 1–5. doi: 10.23919/EUSIPCO.2019.8903000. url: https://www.eurasip.org/Proceedings/Eusipco/eusipco2019/Proceedings/papers/1570533420.pdf.
H. Alghamdi, M. Grogan, and R. Dahyot. “Patch-Based Colour Transfer with Optimal Transport”. In: 2019 27th European Signal Processing Conference (EUSIPCO). Github: https://github.com/leshep/PCTOT. Sept. 2019, pp. 1–5. doi: 10.23919/EUSIPCO.2019.8902611. url: https://www.eurasip.org/Proceedings/Eusipco/eusipco2019/Proceedings/papers/1570533179.pdf.
R. Aljuaidi, J. Su, and R. Dahyot. “Mini-Batch VLAD for Visual Place Retrieval”. In: 2019 30th Irish Signals and Systems Conference (ISSC). Awarded Best Student Paper at ISSC 2019. Github: https://github.com/ReemTCD/MiniBatchV LAD. June 2019, pp. 1–6. doi: 10.1109/ISSC.2019.8904931.
A. Anderson et al. “Performance-Oriented Neural Architecture Search”. In: 2019 International Conference on High Performance Computing Simulation (HPCS). 2019, pp. 177–184. doi: 10.1109/HPCS48598.2019.9188213. arXiv: 2001.02976. url: https://arxiv.org/pdf/2001.02976.pdf.
S. Bhatia and R. Dahyot. “Using WGAN for Improving Imbalanced Classification Performance”. In: 27th Irish Conference on Artificial Intelligence and Cognitive Science. Ed. by Edward Curry et al. Galway, Ireland, 2019, pp. 365–375. url: http://ceur-ws.org/Vol-2563/aics_34.pdf.
Rozenn Dahyot, Hana Alghamdi, and Mairéad Grogan. “Entropic Regularisation of Robust Optimal Transport”. In: Irish Machine Vision and Image Processing conference 2019. Vol. abs/1905.12678. 2019. doi: 10.21427/w611-mb37. arXiv: 1905.12678. url: https://arxiv.org/pdf/1905.12678.pdf.
Vladimir A. Krylov Fatma Albluwi and R. Dahyot. “Denoising RENOIR Image Dataset with DBSR”. In: Irish Machine Vision and Image Processing (IMVIP 2019). Vol. ISBN 978-0-9934207-4-0. Technological University Dublin, 28-30 August 2019, pp. 76–79. doi: 10.21427/g34k-8r27. url: https://arrow.tudublin.ie/cgi/viewcontent.cgi?article=1006&context=impstwo.
Mairead Grogan and Rozenn Dahyot. “L2 Divergence for robust colour transfer”. In: Computer Vision and Image Understanding (2019). Github: https://github.com/groganma/gmm-colour-transfer. issn: 1077-3142. doi: 10.1016/j.cviu.2019.02.002. url: https://roznn.github.io/PDF/CVIU2019preprint.pdf.
Vladimir A. Krylov and Rozenn Dahyot. “Object Geolocation from Crowdsourced Street Level Imagery”. In: ECML PKDD 2018 Workshops. Ed. by Carlos Alzate et al. Cham: Springer International Publishing, 2019, pp. 79–83. isbn: 978-3-030-13453-2. doi: 10.1007/978-3-030-13453-2_7. url: https://roznn.github.io/PDF/2018_krylov_UrbReas.pdf.
Miguel de Prado et al. “AI Pipeline - bringing AI to you. End-to-end integration of data, algorithms and deployment tools”. In: HiPEAC 2019 workshop Emerging Deep Learning Accelerator. Vol. abs/1901.05049v1. 2019. arXiv: 1901.05049v1. url: https://arxiv.org/pdf/1901.05049v1.pdf.
M. Ulicny, V. Krylov, and R. Dahyot. “Harmonic Networks for Image Classification”. In: British Machine Vision Conference (BMVC). Github: https://github.com/matej-ulicny/harmonic-networks. Cardiff UK, Sept. 2019. url: https://bmvc2019.org/wp-content/uploads/papers/0628-paper.pdf.
M. Ulicny, V. A. Krylov, and R. Dahyot. “Harmonic Networks with Limited Training Samples”. In: 2019 27th European Signal Processing Conference (EUSIPCO). Github: https://github.com/matej-ulicny/harmonic-networks and paper also on arxiv http://arxiv.org/abs/1905.00135. Sept. 2019, pp. 1–5. doi: 10.23919/EUSIPCO.2019.8902831. arXiv: 1905.00135. url: https://www.eurasip.org/Proceedings/Eusipco/eusipco2019/Proceedings/papers/1570533913.pdf.
F. Albluwi, V. A. Krylov, and R. Dahyot. “Image Deblurring and Super-Resolution Using Deep Convolutional Neural Networks”. In: 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP). Github: https://github.com/Fatma-Albluwi/DBSRCNN. Sept. 2018, pp. 1–6. doi: 10.1109/MLSP.2018.8516983.
K. Vladimir C.-J. Liu and R. Dahyot. “3D point cloud segmentation using GIS”. In: Irish Machine Vision and Image Processing conference (IMVIP 2018). Vol. e-book of proceedings with ISBN 978-0-9934207-3-3. http://hdl.handle.net/2262/89508. Ulster University, Northern Ireland, 2018. url: https://arxiv.org/pdf/2108.06306.pdf.
Mairead Grogan and Rozenn Dahyot. “Shape registration with directional data”. In: Pattern Recognition 79 (2018), pp. 452–466. issn: 0031-3203. doi: 10.1016/j.patcog.2018.02.021. url: https://arxiv.org/pdf/1708.07791.pdf.
V. A. Krylov and R. Dahyot. “Object Geolocation Using MRF Based Multi-Sensor Fusion”. In: 2018 25th IEEE International Conference on Image Processing (ICIP). Oct. 2018, pp. 2745–2749. doi: 10.1109/ICIP.2018.8451458. url: https://roznn.github.io/PDF/2018_ICIP_krylov.pdf.
Vladimir Krylov, Eamonn Kenny, and Rozenn Dahyot. “Automatic Discovery and Geotagging of Objects from Street View Imagery”. In: Remote Sensing 10.5 (Apr. 2018). Github: https://github.com/vlkryl/streetviewobjectmapping − URI : http : ∕∕hdl.handle.net∕2262∕89654, p. 661. doi: 10.3390/rs10050661. url: https://arxiv.org/pdf/1708.08417.pdf.
Matej Ulicny, Vladimir A. Krylov, and Rozenn Dahyot. Harmonic Networks: Integrating Spectral Information into CNNs. Tech. rep. Github: https://github.com/matej-ulicny/harmonic-networks. Trinity College Dublin Ireland, 2018. arXiv: 1812.03205. url: https://arxiv.org/pdf/1812.03205.pdf.
H. Alghamdi, M. Grogan, and R. Dahyot. “IDT Vs L2 Distance for Point Set Registration”. In: Irish Machine Vision and Image Processing conference (IMVIP 2017). Vol. e-book of proceedings with ISBN 978-0-9934207-2-6. http://mural.maynoothuniversity.ie/8841/. Maynooth University, 2017, pp. 91–98. url: http://mural.maynoothuniversity.ie/8841/1/IMVIP2017_Proceedings.pdf.
Abdullah Bulbul and Rozenn Dahyot. “Populating virtual cities using social media”. In: Computer Animation and Virtual Worlds 28.5 (2017), e1742. doi: 10.1002/cav.1742. eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1002/cav.1742. url: https://roznn.github.io/PDF/Bulbul_CAVW2017.pdf.
Abdullah Bulbul and Rozenn Dahyot. “Social media based 3D visual popularity”. In: Computers & Graphics 63 (2017), pp. 28–36. issn: 0097-8493. doi: 10.1016/j.cag.2017.01.005. url: https://roznn.github.io/PDF/2017_CAG_Bulbul.pdf.
J. Byrne et al. Trinity College Dublin Drone Survey Dataset. Tech. rep. Tech report, mesh and Drone Images available URI: http://hdl.handle.net/2262/81836. School of Computer Science and Statistics, Trinity College Dublin, 2017. url: http://www.tara.tcd.ie/bitstream/handle/2262/81836/tcd3dintelmovidius2017-drone-imagery%5b2%5d.pdf.
Mairéad Grogan and Rozenn Dahyot. Robust Registration of Gaussian Mixtures for Colour Transfer. Tech. rep. Trinity College Dublin Ireland, 2017. arXiv: 1705.06091. url: https://arxiv.org/pdf/1705.06091.pdf.
Mairéad Grogan, Rozenn Dahyot, and Aljosa Smolic. “User Interaction for Image Recolouring Using L2”. In: Proceedings of the 14th European Conference on Visual Media Production (CVMP 2017). CVMP 2017. Awarded best paper CVMP 2017. London, United Kingdom: ACM, 2017, 6:1–6:10. isbn: 978-1-4503-5329-8. doi: 10.1145/3150165.3150171. url: http://doi.acm.org/10.1145/3150165.3150171.
Tim Llewellynn et al. “BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited Paper”. In: Proceedings of the Computing Frontiers Conference. CF’17. Siena, Italy: ACM, 2017, pp. 299–304. isbn: 978-1-4503-4487-6. doi: 10.1145/3075564.3076259. url: http://doi.acm.org/10.1145/3075564.3076259.
M. Ulicny and R. Dahyot. “On Using CNN with Compressed (DCT Based) Image Data”. In: Irish Machine Vision and Image Processing conference (IMVIP 2017). Vol. e-book of proceedings with ISBN 978-0-9934207-2-6. http://mural.maynoothuniversity.ie/8841/. Maynooth University, 2017, pp. 44–51. url: http://mural.maynoothuniversity.ie/8841/1/IMVIP2017_Proceedings.pdf.
S. M. I. Zolanvari and R. Dahyot. “Stitching Skin Images of Scars”. In: Irish Machine Vision and Image Processing conference (IMVIP 2017). Vol. e-book of proceedings with ISBN 978-0-9934207-2-6. http://mural.maynoothuniversity.ie/8841/. Maynooth University, 2017, pp. 265–268. url: http://mural.maynoothuniversity.ie/8841/1/IMVIP2017_Proceedings.pdf.
Claudia Arellano and Rozenn Dahyot. “Robust ellipse detection with Gaussian mixture models”. In: Pattern Recognition 58 (2016). Github https://github.com/clarella/L2-Ellipse-Fitting, pp. 12–26. issn: 0031-3203. doi: 10.1016/j.patcog.2016.01.017. url: https://roznn.github.io/PDF/2016PR.pdf.
Xinhan Di, Rozenn Dahyot, and Mukta Prasad. “Deep Shape from a Low Number of Silhouettes”. In: Computer Vision – ECCV 2016 Workshops. Ed. by Gang Hua and Hervé Jégou. Cham: Springer International Publishing, 2016, pp. 251–265. isbn: 978-3-319-49409-8. doi: 10.1007/978-3-319-49409-8. url: https://link.springer.com/chapter/10.1007/978-3-319-49409-8_21.
M. Grogan, J. Carvalho, and R. Dahyot. “Recent techniques for (re)colouring”. In: Irish Machine Vision and Image Processing Conference (IMVIP 2016). URI http://hdl.handle.net/10379/6136. Galway, Ireland, Aug. 2016. url: https://aran.library.nuigalway.ie/bitstream/handle/10379/6136/IMVIP2016Book.pdf.
A. Bulbul, M. Grogan, and R. Dahyot. “3D Reconstruction of Reflective Spherical Surfaces from Multiple Images”. In: Irish Machine Vision and Image Processing Conference (IMVIP 2015). URI http://hdl.handle.net/2262/74714. Dublin, Ireland, Aug. 2015, pp. 19–26. url: http://www.tara.tcd.ie/bitstream/handle/2262/74714/IMVIP2015Book.pdf.
Abdullah Bulbul and Rozenn Dahyot. “Social Media Based 3D Modeling and Visualization”. In: Proceedings of the 12th European Conference on Visual Media Production. CVMP ’15. London, United Kingdom: ACM, 2015, 20:1–20:1. isbn: 978-1-4503-3560-7. doi: 10.1145/2824840.2824860. url: http://doi.acm.org/10.1145/2824840.2824860.
R. Dahyot et al. “Information visualisation for social media analytics”. In: 2015 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM). Prague, Czech Republic, 29-30 October 2015. doi: 10.1109/IWCIM.2015.7347082. url: https://roznn.github.io/PDF/RzDIWCIM2015.pdf.
Rozenn Dahyot et al., eds. IRISH MACHINE VISION and IMAGE PROCESSING Conference proceedings 2015. URI: http://hdl.handle.net/2262/74714. Dublin, Ireland: Irish Pattern Recognition and Classification Society (ISBN 978-0-9934207-0-2), Aug. 2015. url: http://www.tara.tcd.ie/bitstream/handle/2262/74714/IMVIP2015Book.pdf.
M. Grogan, M. Prasad, and R. Dahyot. “L2 Registration for Colour Transfer”. In: European Signal Processing Conference (Eusipco). Nice France, Sept. 2015. doi: 10.1109/EUSIPCO.2015.7362799. url: https://www.eurasip.org/Proceedings/Eusipco/Eusipco2015/papers/1570102575.pdf.
Mairead Grogan and Rozenn Dahyot. “L2 Registration for Colour Transfer in Videos”. In: Proceedings of the 12th European Conference on Visual Media Production. CVMP ’15. Awarded Best Student Poster at CVMP 2015. London, United Kingdom: ACM, 2015, 16:1–16:1. isbn: 978-1-4503-3560-7. doi: 10.1145/2824840.2824862. url: http://doi.acm.org/10.1145/2824840.2824862.
B. Xia et al. “Hand Hygiene Poses Recognition with RGB-D Videos”. In: Irish Machine Vision and Image Processing Conference (IMVIP 2015). URI http://hdl.handle.net/2262/74714. Dublin, Ireland, Aug. 2015, pp. 43–50. url: http://www.tara.tcd.ie/bitstream/handle/2262/74714/IMVIP2015Book.pdf.
R. Dahyot. “GR2T vs L2E with Nuisance Scale”. In: 2014 22nd International Conference on Pattern Recognition. Aug. 2014, pp. 3857–3861. doi: 10.1109/ICPR.2014.662. url: https://roznn.github.io/PDF/RzDICPR2014.pdf.
M. Grogan and R. Dahyot. “Mesh from Depth Images Using GR2T”. In: Irish Machine Vision and Image Processing Conference. URI: http://hdl.handle.net/2262/71411. Derry-Londonderry, Northern Ireland, 27-29 August 2014, pp. 15–20. url: http://www.tara.tcd.ie/bitstream/handle/2262/71411/IMVIP2014_Proceedings.pdf.
Jonathan Ruttle, Claudia Arellano, and Rozenn Dahyot. “Robust shape from depth images with GR2T”. In: Pattern Recognition Letters 50 (2014). URI: http://hdl.handle.net/2262/68177, pp. 43–54. issn: 0167-8655. doi: 10.1016/j.patrec.2014.01.016. url: http://www.tara.tcd.ie/bitstream/handle/2262/68177/Ruttle%2D%2DRobust%20shape%20from%20de.pdf.
Z. Zdziarski and R. Dahyot. “Extension of GBVS to 3D media”. In: Signal Processing and Communications Applications Conference (SIU), 2014 22nd. Apr. 2014, pp. 2296–2300. doi: 10.1109/SIU.2014.6830723.
Z. Zdziarski et al. “An Architecture for Social Media Summarisation”. In: Irish Machine Vision and Image Processing Conference (IMVIP 2014). URI http://hdl.handle.net/2262/71411. Derry-Londonderry, Northern Ireland, 27-29 August 2014, pp. 187–188. url: http://www.tara.tcd.ie/bitstream/handle/2262/71411/IMVIP2014_Proceedings.pdf.
Z. Zdziarski et al. “On summarising the ’here and now’ of social videos for smart mobile browsing”. In: 2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM). Paris, France, Jan. 2014. doi: 10.1109/IWCIM.2014.7008797.
C. Arellano and R. Dahyot. “Robust Bayesian Fitting of 3D Morphable Model”. In: Proceedings of the 10th European Conference on Visual Media Production. CVMP ’13. http://doi.acm.org/10.1145/2534008.2534013. London, United Kingdom: ACM, 2013, 9:1–9:10. isbn: 978-1-4503-2589-9. doi: 10.1145/2534008.2534013. url: https://roznn.github.io/PDF/RzDCVMP2013.pdf.
Rozenn Dahyot and Jonathan Ruttle. “Generalised relaxed Radon transform (GR2T) for robust inference”. In: Pattern Recognition 46.3 (2013), pp. 788–794. issn: 0031-3203. doi: 10.1016/j.patcog.2012.09.026. url: https://roznn.github.io/PDF/RzDPR2013.pdf.
Donghoon Kim, Jonathan Ruttle, and Rozenn Dahyot. “Bayesian 3D shape from silhouettes”. In: Digital Signal Processing 23.6 (2013), pp. 1844–1855. issn: 1051-2004. doi: 10.1016/j.dsp.2013.06.007. url: https://roznn.github.io/PDF/RzDDSP2013.pdf.
Z. Zdziarski and R. Dahyot. “On Creating a 2D & 3D Visual Saliency Dataset”. In: Proceedings of the ACM Symposium on Applied Perception. SAP ’13. Dublin, Ireland: ACM, 2013, pp. 132–132. isbn: 978-1-4503-2262-1. doi: http://doi.org/10.1145/2492494.2501889. url: http://doi.acm.org/10.1145/2492494.2501889.
C. Arellano and R. Dahyot. “Mean shift algorithm for robust rigid registration between Gaussian Mixture Models”. In: 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO). Aug. 2012, pp. 1154–1158. eprint: https://ieeexplore.ieee.org/document/6334159. url: https://www.eurasip.org/Proceedings/Eusipco/Eusipco2012/Conference/papers/1569583125.pdf.
C. Arellano and R. Dahyot. “Shape model fitting algorithm without point correspondence”. In: 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO). Aug. 2012, pp. 934–938. eprint: https://ieeexplore.ieee.org/document/6333999/. url: https://www.eurasip.org/Proceedings/Eusipco/Eusipco2012/Conference/papers/1569582293.pdf.
C. Arellano and R. Dahyot. “Shape Model Fitting Using non-Isotropic GMM”. In: IET Irish Signals and Systems Conference (ISSC 2012). Maynooth, Ireland, June 2012, pp. 1–6. doi: 10.1049/ic.2012.0196. url: https://ieeexplore.ieee.org/document/6621175/.
Cem Direkoglu, Rozenn Dahyot, and Michael Manzke. “On Using Anisotropic Diffusion for Skeleton Extraction”. In: International Journal of Computer Vision 100.2 (Nov. 2012), pp. 170–189. issn: 1573-1405. doi: 10.1007/s11263-012-0540-9. url: https://roznn.github.io/PDF/2012IJCV.pdf.
Donghoon Kim and Rozenn Dahyot. “Bayesian Shape from Silhouettes”. In: Computational Intelligence for Multimedia Understanding. Ed. by Emanuele Salerno, A. Enis Çetin, and Ovidio Salvetti. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012, pp. 78–89. isbn: 978-3-642-32436-9. doi: 10.1007/978-3-642-32436-9.
J. Ruttle, C. Arellano, and R. Dahyot. “Extrinsic camera parameters estimation for shape-from-depths”. In: 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO). Aug. 2012, pp. 1985–1989. eprint: https://ieeexplore.ieee.org/document/6334154. url: https://www.eurasip.org/Proceedings/Eusipco/Eusipco2012/Conference/papers/1569583097.pdf.
Z. Zdziarski and R. Dahyot. “Feature Selection Using Visual Saliency for Content-Based Image Retrieval”. In: 23nd IET Irish Signals and Systems Conference. Maynooth, Ireland, June 2012. doi: 10.1049/ic.2012.0194. url: https://ieeexplore.ieee.org/document/6621173/.
C. Arellano and R. Dahyot. “Stereo Images for 3D Face Applications: A Literature Review”. In: International Machine Vision and Image Processing Conference (IMVIP 2010). Limerick Ireland, Sept. 2010. url: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.394.4985&rep=rep1&type=pdf.
P. Charbonnier et al. “Detection et reconnaissance de la signalisation verticale par analyse d’images (Ed: P. Foucher)”. In: Etudes et Recherches des laboratoires des Ponts et Chaussées, CR53 ( ISBN 978-2-7208-2578-1), July 2010. Chap. Détection et Reconnaissance de la signalisation verticale par analyse d’images.
Cem Direkoglu, Rozenn Dahyot, and Michael Manzke. “Skeleton Extraction via Anisotropic Heat Flow”. In: Proceedings of the British Machine Vision Conference. BMVA Press, 2010, pp. 61.1–61.11. isbn: 1-901725-40-5. doi: 10.5244/C.24.61. url: http://www.bmva.org/bmvc/2010/conference/paper61/paper61.pdf.
D. Kim, J. Ruttle, and R. Dahyot. “3D shape estimation from silhouettes using Mean-shift”. In: IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2010). Mar. 2010, pp. 1430–1433. doi: 10.1109/ICASSP.2010.5495474.
Eric Risser et al. “Synthesizing Structured Image Hybrids”. In: ACM Trans. Graph. 29.4 (July 2010), 85:1–85:6. issn: 0730-0301. doi: 10.1145/1778765.1778822. eprint: http://doi.acm.org/10.1145/1778765.1778822. url: http://www.cs.columbia.edu/cg/hybrids/hybrids.pdf.
J. Ruttle, M. Manzke, and R. Dahyot. “Smooth Kernel Density Estimate for Multiple View Reconstruction”. In: proceedings of The 7th European Conference for Visual Media Production, CVMP 2010. London UK, 17 - 18 November 2010, pp. 74–81. doi: 10.1109/CVMP.2010.17.
R. Dahyot. Mean-shift for Statistical Hough Transform. Tech. rep. 01/09. School of Computer Science and Statistics, Trinity College Dublin, Apr. 2009. url: https://www.scss.tcd.ie/disciplines/statistics/tech-reports/09-01.pdf.
R. Dahyot. “Statistical Hough Transform”. In: IEEE Transactions on Pattern Analysis and Machine Intelligence 31.8 (Aug. 2009). URI: http://hdl.handle.net/2262/31106 - Github: https://github.com/Roznn/Statistical-Hough-Transform, pp. 1502–1509. issn: 0162-8828. doi: 10.1109/TPAMI.2008.288. eprint: http://www.tara.tcd.ie/handle/2262/31106. url: http://www.tara.tcd.ie/bitstream/handle/2262/31106/Statistical%20Hough%20Transform.pdf.
D. Kim and R. Dahyot. “3D Head Reconstruction using Multi-camera Stream”. In: International Machine Vision and Image Processing conference (IMVIP 2009). Dublin, Ireland, Sept. 2009, pp. 156–161. doi: 10.1109/IMVIP.2009.35. url: https://ieeexplore.ieee.org/document/5319298/.
J. Ruttle, M. Manzke, and R. Dahyot. “Estimating 3D Scene Flow from Multiple 2D Optical Flows”. In: International Machine Vision and Image Processing Conference (IMVIP 2009). URI: http://hdl.handle.net/2262/30634. Dublin, Ireland, Sept. 2009, pp. 6–11. doi: 10.1109/IMVIP.2009.8. url: http://www.tara.tcd.ie/bitstream/handle/2262/30634/3DSceneFlow.pdf.
J. Ruttle et al. “Synchronized real-time multi-sensor motion capture system”. In: SIGGRAPH ASIA ’09: ACM SIGGRAPH ASIA 2009 Posters. Yokohama, Japan: ACM, 2009, pp. 1–1. doi: 10.1145/1666778.1666828.
Z. Zdziarski and R. Dahyot. “Robust Panning Analysis for Slideshow Detection in Video Databases”. In: International Machine Vision and Image Processing Conference (IMVIP 2009). Dublin, Ireland, Sept. 2009, pp. 89–93. doi: 10.1109/IMVIP.2009.23. url: https://ieeexplore.ieee.org/document/5319322/.
R. Dahyot. “Bayesian Classification for the Statistical Hough Transform”. In: 2008 19th International Conference on Pattern Recognition. Tampa, Florida, Dec. 2008, pp. 1–4. doi: 10.1109/ICPR.2008.4761109.
Rozenn Dahyot, Fernando Vilariño, and Gerard Lacey. “Improving the Quality of Color Colonoscopy Videos”. In: EURASIP Journal on Image and Video Processing 1 (Jan. 2008), p. 139429. issn: 1687-5281. doi: 10.1155/2008/139429. eprint: https://jivp-eurasipjournals.springeropen.com/articles/10.1155/2008/139429. url: https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1155/2008/139429.pdf.
Rozenn Dahyot et al. “Multimodal Processing and Interaction: Audio, Video, Text”. In: Boston, MA: Springer US (Eds: Maragos, Petros, Potamianos, Alexandros, and Gros, Patrick), 2008. Chap. Action Recognition in Multimedia Streams. isbn: 978-0-387-76316-3. doi: 10.1007/978-0-387-76316-3{\_}5. url: https://doi.org/10.1007/978-0-387-76316-3_5.
G. Kearney, R. Dahyot, and F. Boland. “Audio-Visual Processing Tools for Auditory Scene Synthesis”. In: Audio Engineering Society 134th Convention. May 2008. url: http://www.aes.org/e-lib/browse.cfm?elib=14495.
D. Kim and R. Dahyot. “Face components detection using SURF descriptor and SVMs”. In: International Machine Vision and Image Processing conference (IMVIP 2008). 2008. doi: 10.1109/IMVIP.2008.15. url: https://roznn.github.io/PDF/IMVIP2008_Final.pdf.
F. Pitie, A. Kokaram, and R. Dahyot. “Single-Sensor Imaging: Methods and Applications for Digital Cameras”. In: Github: https://github.com/frcs/colour-transfer. CRC Press Image Processing Series, Rastislav Lukac (Ed.) ISBN: 9781420054521, Oct. 2008. Chap. Enhancement of Digital Photographs Using Color Transfer Techniques. doi: 10.1201/9781420054538.ch11. url: https://github.com/frcs/colour-transfer/blob/master/publications/pitie08bookchapter.pdf.
Simon P. Wilson, Rozenn Dahyot, and Pádraig Cunningham. “Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval”. In: Berlin, Heidelberg: Springer Berlin Heidelberg (Eds: Cord, Matthieu and Cunningham, Pádraig), 2008. Chap. Introduction to Bayesian Methods and Decision Theory, pp. 3–19. isbn: 978-3-540-75171-7. doi: 10.1007/978-3-540-75171-7{\_1}. url: https://doi.org/10.1007/978-3-540-75171-7_1.
R. Dahyot. Optimal Mass Transport for Understanding and Synthesis of Visual Data. Tech. rep. First stage proposal TCD selection to PIYRA (not funded). School of Computer Science and Statistics, Trinity College Dublin Ireland, 2007. url: https://roznn.github.io/PDF/RzDPIYRA2007.pdf.
R. Dahyot. Statistical Hough Transform. Tech. rep. TCD-CS-2007-37. School of Computer Science and Statistics, Trinity College Dublin Ireland, July 2007. url: https://www.cs.tcd.ie/publications/tech-reports/reports.07/TCD-CS-2007-37.pdf.
R. Dahyot, C. Kelly, and G. Kearney. “Visual enhancement using multiple audio streams in live music performance”. In: 31st International Conference Audio Engineering Society. London, UK, June 2007. eprint: https://www.aes.org/e-lib/browse.cfm?elib=13947. url: https://www.aes.org/e-lib/browse.cfm?elib=13947.
R. Dahyot and G. Lacey. Restoration of colour channel misalignments in colonoscopy videos. Tech. rep. TCD-CS-2007-27. URI: http://hdl.handle.net/2262/90913. School of Computer Science and Statistics, Trinity College Dublin Ireland, July 2007. url: http://www.tara.tcd.ie/bitstream/handle/2262/90913/TCD-CS-2007-27.pdf.
François Pitié, Anil C. Kokaram, and Rozenn Dahyot. “Automated colour grading using colour distribution transfer”. In: Computer Vision and Image Understanding 107.1 (2007). Github: https://github.com/frcs/colour-transfer, pp. 123–137. issn: 1077-3142. doi: 10.1016/j.cviu.2006.11.011. eprint: http://www.sciencedirect.com/science/article/pii/S1077314206002189. url: https://github.com/frcs/colour-transfer/blob/master/publications/pitie07cviu.pdf.
R. Dahyot. “Bayesian Inferences for Object Detection”. In: 21st International Workshop on Statistical Modelling. Galway, Ireland, July 2006, pp. 127–130.
R. Dahyot. “Unsupervised Camera Motion Estimation and Moving Object Detection in Videos”. In: Irish Machine Vision and Image Processing conference (IMVIP 2006). Dublin, Ireland, 30 Aug.-1 Sept. 2006. url: http://www.tara.tcd.ie/bitstream/handle/2262/2058/RzDimvip06.pdf.
R. Dahyot and S. Wilson. “Robust Scale Estimation for the generalized Gaussian Probability Density Function”. In: Advances in Methodology and Statistics (Metodološki zvezki) 3.1 (2006). Also at http://mrvar.fdv.uni-lj.si/pub/mz/mz3.1/dahyot.pdf, pp. 21–37. url: http://www.tara.tcd.ie/bitstream/handle/2262/8718/dahyot.pdf.
A. Kokaram et al. “Browsing sports video: trends in sports-related indexing and retrieval work”. In: IEEE Signal Processing Magazine 23.2 (Mar. 2006). URI: http://hdl.handle.net/2262/1998, pp. 47–58. issn: 1053-5888. doi: 10.1109/MSP.2006.1621448. url: http://www.tara.tcd.ie/bitstream/handle/2262/1998/01621448.pdf.
N. Rea et al. “Multimodal Periodicity Analysis for Illicit Content Detection in Videos”. In: The 3rd European Conference on Visual Media Production (CVMP 2006) - Part of the 2nd Multimedia Conference 2006. Nov. 2006, pp. 106–114. doi: 10.1049/cp:20061978. eprint: https://ieeexplore.ieee.org/document/4156017/.
Matthieu Cord et al., eds. Proceedings of the Workshop on Machine Learning Techniques for Processing Multimedia Content. URI: http://hdl.handle.net/2262/52985. Bonn, Germany, Aug. 2005. url: http://www.tara.tcd.ie/bitstream/handle/2262/52985/Workshop2005.pdf.
Hugh Denman et al. “Exploiting Temporal Discontinuities for Event Detection and Manipulation in Video Streams”. In: Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval. MIR 05. Hilton, Singapore: Association for Computing Machinery, 2005, pp. 183–192. isbn: 1595932445. doi: 10.1145/1101826.1101857. url: https://doi.org/10.1145/1101826.1101857.
A. Kokaram et al. “Content Controlled Image Representation for Sports Streaming”. In: proceedings of the IEEE workshop on Content Based Multimedia Indexing (CBMI’05). URI: http://hdl.handle.net/2262/24739. Riga, Latvia, June 2005. url: http://www.tara.tcd.ie/bitstream/handle/2262/24739/cbmi05.pdf.
F. Pitié, A. C. Kokaram, and R. Dahyot. “N-dimensional probability density function transfer and its application to color transfer”. In: Tenth IEEE International Conference on Computer Vision (ICCV’05) Volume 1. Vol. 2. URI: http://hdl.handle.net/2262/19800 - Github: https://github.com/frcs/colour-transfer. Oct. 2005, 1434–1439 Vol. 2. doi: 10.1109/ICCV.2005.166. url: http://www.tara.tcd.ie/bitstream/handle/2262/19800/01544887.pdf.
F. Pitié et al. “Off-line multiple object tracking using candidate selection and the Viterbi algorithm”. In: IEEE International Conference on Image Processing 2005. Vol. 3. URI: http://hdl.handle.net/2262/19821. Sept. 2005, pp. III-109–12. doi: 10.1109/ICIP.2005.1530340. url: http://www.tara.tcd.ie/bitstream/handle/2262/19821/01530340.pdf.
N. Rea, R. Dahyot, and A. Kokaram. “Classification and representation of semantic content in broadcast tennis videos”. In: IEEE International Conference on Image Processing 2005. Vol. 3. URI: http://hdl.handle.net/2262/19779. Sept. 2005, pp. III-1204–7. doi: 10.1109/ICIP.2005.1530614. url: http://www.tara.tcd.ie/bitstream/handle/2262/19779/01530614.pdf.
R. Dahyot and A. Kokaram. “Comparison of Two Algorithms for Robust M-estimation of Global Motion Parameters”. In: Irish Machine Vision and Image Processing conference (IMVIP 2004). Dublin, Ireland, Sept. 2004, pp. 224–231. url: https://roznn.github.io/PDF/IMVIP2004_dahyot.pdf.
R. Dahyot et al. “Inlier modeling for multimedia data analysis”. In: IEEE 6th Workshop on Multimedia Signal Processing, 2004. URI: http://hdl.handle.net/2262/19839. Sept. 2004, pp. 482–485. doi: 10.1109/MMSP.2004.1436600. url: http://www.tara.tcd.ie/bitstream/handle/2262/19839/01436600.pdf.
Rozenn Dahyot, Pierre Charbonnier, and Fabrice Heitz. “A Bayesian approach to object detection using probabilistic appearance-based models”. In: Pattern Analysis and Applications 7.3 (Dec. 2004), pp. 317–332. issn: 1433-755X. doi: 10.1007/s10044-004-0230-5. url: https://roznn.github.io/PDF/article2333.pdf.
F. Pitie, A. Kokaram, and R. Dahyot. “Oriented Particle Spray: A New Probabilistic Contour Tracing with Directional Information”. In: Irish Machine Vision and Image Processing conference (IMVIP 2004). Dublin, Ireland, Sept. 2004, pp. 158–165. url: http://iprcs.org/pdf/IMVIP2004_Proceedings.pdf.
François Pitié et al. “A New Robust Technique for Stabilizing Brightness Fluctuations in Image Sequences”. In: Statistical Methods in Video Processing. Ed. by Dorin Comaniciu et al. Berlin, Heidelberg: Springer Berlin Heidelberg, 2004, pp. 153–164. isbn: 978-3-540-30212-4. doi: 10.1007/978-3-540-30212-4{\_}14.
N. Rea, R. Dahyot, and A. Kokaram. “Modeling high level structure in sports with motion driven HMMs”. In: 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing. Vol. 3. URI: http://hdl.handle.net/2262/24562. May 2004, iii-621–4 vol.3. doi: 10.1109/ICASSP.2004.1326621. url: http://www.tara.tcd.ie/bitstream/handle/2262/24562/01326621.pdf.
N. Rea, R. Dahyot, and A. Kokaram. “Semantic Event Detection in Sports Through Motion Understanding”. In: Image and Video Retrieval. Ed. by Peter Enser et al. Berlin, Heidelberg: Springer Berlin Heidelberg, 2004, pp. 88–97. isbn: 978-3-540-27814-6. doi: 10.1007/978-3-540-27814-6{\_}14.
R. Dahyot, P. Charbonnier, and F. Heitz. “Detection robuste par modele probabiliste d apparence : une approche bayesienne”. In: Traitement du Signal 20.2 (2003). HANDLE: http://hdl.handle.net/2042/2221, pp. 101–117. url: http://documents.irevues.inist.fr/bitstream/handle/2042/2221/Charbonnier.pdf.
R. Dahyot et al. “Joint audio visual retrieval for tennis broadcasts”. In: Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP ’03). 2003 IEEE International Conference on. Vol. 3. URI: http://hdl.handle.net/2262/81765. Apr. 2003, III-561–4 vol.3. doi: 10.1109/ICASSP.2003.1199536. url: http://www.tara.tcd.ie/bitstream/handle/2262/81765/final_icassp03.pdf.
Rozenn Dahyot. Analyse d’images séquentielles de scènes routières par modèles d’apparence pour la gestion du réseau routier. Etudes et Recherches des Laboratoires des Ponts et Chaussées. (published in french). France: Paris : Laboratoire Central des Ponts et Chaussées (LCPC) 2-7208-2028-1, Sept. 2003.
Rozenn Dahyot, Niall Rea, and Anil C. Kokaram. “Sport video shot segmentation and classification”. In: Proc. SPIE Visual Communications and Image Processing 2003. Vol. 5150. 2003, pp. 5150 - 5150 –10. doi: 10.1117/12.503127. url: http://www.tara.tcd.ie/bitstream/handle/2262/37046/Sport%20Video%20Shot.pdf.
A. C. Kokaram et al. “Simultaneous Luminance and Position Stabilization for Film and Video”. In: Proc.SPIE Visual Communications and Image Processing. Vol. 5022. 2003, pp. 5022 - 5022 –12. doi: 10.1117/12.476584. url: https://roznn.github.io/PDF/vcip2003_kokaram_pitie.pdf.
F. Pitie, R. Dahyot, and A. Kokaram. “Suppression du bruit de pompage dans les videos”. In: proceedings of GRETSI conference on signal and image processing. Paris, France, Sept. 2003. doi: 2042/13630. url: http://documents.irevues.inist.fr/bitstream/handle/2042/13630/A275.pdf.
P. Delacourt, A. Kokaram, and R. Dahyot. “Comparison of Global motion estimators”. In: proceedings of Irish Signals and Systems Conference. Cork, Ireland, June 2002.
R. Dahyot, P. Charbonnier, and F. Heitz. “Détection d’événements dans les séquences d’images avec caméra en mouvement”. In: proceedings of GRETSI conference on signal and image processing. Toulouse, France, Sept. 2001. doi: 2042/13333. url: http://documents.irevues.inist.fr/bitstream/handle/2042/13333/PAPER188.pdf.
R. Dahyot, P. Charbonnier, and F. Heitz. “Détection robuste d’objets : une approche par modele d’apparence”. In: proceedings of GRETSI conference on signal and image processing. Toulouse, France, Sept. 2001. doi: 2042/13335. url: http://documents.irevues.inist.fr/bitstream/handle/2042/13335/PAPER191.pdf.
R. Dahyot, P. Charbonnier, and F. Heitz. “Unsupervised statistical detection of changing objects in camera-in-motion video”. In: Proceedings 2001 International Conference on Image Processing. Vol. 1. Github: https://github.com/Roznn/Detection-of-Changing-Objects-in-Camera-in-Motion-Video. 2001, pp. 638–641. doi: 10.1109/ICIP.2001.959126. url: https://github.com/Roznn/Detection-of-Changing-Objects-in-Camera-in-Motion-Video/blob/master/paper/htm_icip2001.pdf.
Rozenn Dahyot. “Analyse d’images séquentielles de scènes routières par modèles d’apparence pour la gestion du réseau routier (Appearance based road scene video analysis for the management of the road network)”. (published in French). PhD thesis. France: University of Strasbourg I, Nov. 2001. eprint: http://theses.fr/2001STR13130. url: https://publication-theses.unistra.fr/public/theses_doctorat/2001/DAHYOT_Rozenn_2001.pdf.
R. Dahyot, P. Charbonnier, and F. Heitz. “Robust visual recognition of colour images”. In: Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662). Vol. 1. 2000, 685–690 vol.1. doi: 10.1109/CVPR.2000.855886. url: https://roznn.github.io/PDF/htm_Cvpr00.pdf.
R. Dahyot, P. Charbonnier, and F. Heitz. “Non-Supervised Robust Visual Recognition of Colour Images using Half-Quadratic Theory”. In: proceedings of European Workshop on Content-Based Multimedia Indexing (CBMI). Toulouse, France, Oct. 1999. url: https://roznn.github.io/PDF/htm_cbmi99.pdf.
R. Dahyot, P. Charbonnier, and F. Heitz. “Reconnaissance robuste non supervisée d’images en couleur utilisant la théorie semi-quadratique”. In: proceedings of GRETSI conference on signal and image processing. Vol. 2. Vannes, France, Sept. 1999, pp. 295–298. doi: 2042/12964. url: http://documents.irevues.inist.fr/bitstream/handle/2042/12964/ARTI1293.pdf.