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Publications

Year Authors Title
  2020 Liu, C.-J. and Krylov, V.A. and Kane, P. and Kavanagh, G. and Dahyot, R. IM2ELEVATION: Building height estimation from single-view aerial imagery Remote Sensing, 12(17). DOI: http://dx.doi.org/10.3390/RS12172719
  2020 Ulicny, M. and Krylov, V.A. and Dahyot, R. Harmonic networks for image classification 30th British Machine Vision Conference 2019, BMVC
  2020 Alghamdi, H. and Dahyot, R. Iterative Nadaraya-Watson Distribution Transfer for Colour Grading IEEE 22nd International Workshop on Multimedia Signal Processing, MMSP 2020, pp9287097-. DOI: http://dx.doi.org/10.1109/MMSP48831.2020.9287097
  2020 Chopin, J. and Fasquel, J.-B. and Mouchere, H. and Dahyot, R. and Bloch, I. Semantic image segmentation based on spatial relationships and inexact graph matching 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020 , pp9286611-. DOI: http://dx.doi.org/10.1109/IPTA50016.2020.9286611
  2020 Miguel de Prado, Jing Su, Rabia Saeed, Lorenzo Keller, Noelia Vallez, Andrew Anderson, David Gregg, Luca Benini, Tim Llewelly... Bonseyes AI Pipeline -- bringing AI to you. End-to-end integration of data, algorithms and deployment tools ACM Transactions on Internet of Thing, pp26-. DOI: https://doi-org.elib.tcd.ie/10.1145/3403572
  2019 Krylov V.A, Dahyot R Object Geolocation from Crowdsourced Street Level Imagery Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11329, pp79-83. DOI: http://dx.doi.org/10.1007/978-3-030-13453-2_7
  2019 Grogan M, Dahyot R L 2 Divergence for robust colour transfer Computer Vision and Image Understanding, 181, pp39-49. DOI: http://dx.doi.org/10.1016/j.cviu.2019.02.002
  2019 Ahmad K, Pogorelov K, Riegler M, Ostroukhova O, Halvorsen P, Conci N, Dahyot R Automatic detection of passable roads after floods in remote sensed and social media data Signal Processing: Image Communication, 74, pp110-118. DOI: http://dx.doi.org/10.1016/j.image.2019.02.002
  2019 Ahmad, K., Pogorelov, K., Riegler, M., (...), Conci, N., Dahyot, R. Automatic detection of passable roads after floods in remote sensed and social media data Signal Processing: Image Communication, 74, pp110-118
  2019 Alghamdi, Hana; Grogan, Mairead; Dahyot, Rozenn Patch-Based Colour Transfer with Optimal Transport 2019 27th European Signal Processing Conference (EUSIPCO)
  2019 Ulicny, M., Krylov, V.A., Dahyot, R. Harmonic Networks with Limited Training Samples 2019 27th European Signal Processing Conference (EUSIPCO)
  2019 Albluwi, F., Krylov, V.A., Dahyot, R. Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural Networks European Signal Processing Conference 2019-
  2019 Krylov, V.A., Dahyot, R. Object Geolocation from Crowdsourced Street Level Imagery European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 11329, pp79-83
  2019 Grogan, M., Dahyot, R. L2 Divergence for robust colour transfer Computer Vision and Image Understanding, 181, pp39-49
  2019 Aljuaidi, R., Su, J., Dahyot, R. Mini-Batch VLAD for Visual Place Retrieval 30th Irish Signals and Systems Conference, pp8904931
  2019 Anderson, A. and Su, J. and Dahyot, R. and Gregg, D. Performance-Oriented Neural Architecture Search 2019 International Conference on High Performance Computing and Simulation(9188213), pp177-184. DOI: http://dx.doi.org/10.1109/HPCS48598.2019.9188213
  2019 Bhatia, S. and Dahyot, R. Using WGAN for improving imbalanced classification performance CEUR Workshop Proceedings, 2563, pp365-375
  2018 Grogan, M., Dahyot, R. Shape registration with directional data Pattern Recognition, 79, pp452-466
  2018 Krylov, V.A., Kenny, E., Dahyot, R. Automatic discovery and geotagging of objects from street view imagery Remote Sensing, 10(5), pp661. DOI: http://dx.doi.org/10.3390/rs10050661
  2018 Krylov V.A, Dahyot R Object Geolocation Using MRF Based Multi-Sensor Fusion , pp2745-2749. DOI: http://dx.doi.org/10.1109/ICIP.2018.8451458
  2018 Albluwi F, Krylov V.A, Dahyot R Image deblurring and super-resolution using deep convolutional neural networks , 2018-September. DOI: http://dx.doi.org/10.1109/MLSP.2018.8516983
  2018 Editor: Bryan W. Scotney Irish Machine Vision and Image Processing Conference Proceedings 2018 , pp1-230
  2017 Abdullah Bulbul, Rozenn Dahyot Social media based 3D visual popularity Computers & Graphics, pp28-36. DOI: http://dx.doi.org/10.1016/j.cag.2017.01.005
  2017 Llewellynn, T. and Milagro, M. and Deniz, O. and Fricker, S. and Storkey, A. and Pazos, N. and Velikic, G. and Leufgen, K. an... BONSEYES: Platform for open development of systems of artificial intelligence ACM International Conference on Computing Frontiers 2017, CF 2017 , pp299-304. DOI: http://dx.doi.org/10.1145/3075564.3076259
  2017 Bulbul, A. and Dahyot, R. Populating virtual cities using social media Computer Animation and Virtual Worlds, 28(5). DOI: http://dx.doi.org/10.1002/cav.1742
  2017 Llewellynn, T., Milagro, M., Deniz, O., Fricker, S, Storkey, A., Pazos, N., Velikic, G., Leufgen, K., Dahyot, R., Koller, S.,... BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited Paper ACM International Conference on Computing Frontiers , pp299-304. DOI: http://dx.doi.org/10.1145/3075564.3076259
  2017 Dahyot, R Robust Registration of Gaussian Mixtures for Colour Transfer CoRR
  2016 X. Di, R. Dahyot, M. Prasad Deep Shape from a Low Number of Silhouettes Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp251-265
  2016 Arellano, Dahyot, R. Robust Ellipse Detection With Gaussian Mixture Models Pattern Recognition, 58(1), pp12-26. DOI: http://dx.doi.org/10.1016/j.patcog.2016.01.017
  2016 Dahyot, R Recent techniques for (re)colouring Irish Machine Vision and Image Processing Conference (IMVIP 2016), pp1-
  2015 M. Grogan, M. Prasad and R. Dahyot L2 Registration for Colour Transfer 23rd European Signal Processing Conference (Eusipco), pp2366-2370
  2015 Bulbul, A., Dahyot, R. Social Media based 3D Modeling and Visualization ACM International Conference Proceeding Series, 24-25-November-2015
  2015 Grogan, M., Dahyot, R. L2 registration for Colour Transfer in Videos ACM International Conference Proceeding Series, 24-25-November-2015
  2015 Dahyot, R., Brady, C., Bourges, C., Bulbul, A. Information visualisation for social media analytics 2015 International Workshop on Computational Intelligence for Multimedia Understanding, IWCIM 2015, pp 7347082-. DOI: http://dx.doi.org/10.1109/IWCIM.2015.7347082
  2015 Dahyot, R 3D Reconstruction of Reflective Spherical Surfaces from Multiple Images Irish Machine Vision and Image Processing Conference (IMVIP 2016), pp1--
  2015 Dahyot, Rozenn Information visualisation for social media analytics International Workshop on Computational Intelligence for Multimedia Understanding, pp1--
  2015 Dahyot, Rozenn L2 registration for Colour Transfer in Videos ACM International Conference Proceeding Series , pp1--
  2015 Dahyot, Rozenn Social Media based Up-to-Date 3D Modeling and Visualization Conference on Visual Media Production
  2014 J. Ruttle, C. Arellano and R. Dahyot Robust Shape from Depth Images with GR2T Pattern Recognition Letters, 50, pp43-54. DOI: http://dx.doi.org/10.1016/j.patrec.2014.01.016
  2014 R. Dahyot GR2T Vs L2E with nuisance scale International Conference on Pattern Recognition (ICPR), pp3857-3861. DOI: http://dx.doi.org/10.1109/ICPR.2014.662
  2014 Z. Zdziarski, J. Mitchell, P. Houdyer, D. Johnson, C. Bourges and R. Dahyot An Architecture for Social Media Summarisation Irish Machine Vision and Image Processing Conference, pp2
  2014 M. Grogan and R. Dahyot Mesh from Depth Images Using GR2T Irish Machine Vision and Image Processing Conference, pp6
  2014 Sonya Coleman, Bryan Gardiner and Dermot Kerr (Editors) Irish Machine Vision and Image Processing (IMVIP) 2014 conference proceedings , pp201
  2014 Dahyot, Rozenn On summarising the 'here and now' of social videos for smart mobile browsing International Workshop on Computational Intelligence for Multimedia Understanding, pp1--
  2013 Rozenn Dahyot and Jonathan Ruttle Generalised relaxed radon transform (GR2T) for robust inference Pattern Recognition, 46(3), pp788-794. DOI: http://dx.doi.org/10.1016/j.patcog.2012.09.026
  2013 Donghoon Kim, Jonathan Ruttle and Rozenn Dahyot Bayesian 3D Shape from Silhouettes Digital Signal Processing, 23(6), pp1844-1855. DOI: http://dx.doi.org/10.1016/j.dsp.2013.06.007
  2013 Z. Zdziarski and R. Dahyot On Creating a 2D & 3D Visual Saliency Dataset ACM Symposium on Applied Perception, pp132-132. DOI: http://dx.doi.org/10.1145/2492494.2501889
  2013 C. Arellano and R. Dahyot Robust Bayesian Fitting of 3D Morphable Model Conference on Visual Media Production (CVMP), pp10. DOI: http://dx.doi.org/10.1145/2534008.2534013
  2013 Z. Zdziarski and R. Dahyot Extension of GBVS to 3D media International workshop on Computational Intelligence for Multimedia Understanding, pp72-76. DOI: http://dx.doi.org/10.1109/SIU.2014.6830723
  2013 Zdziarski, Z., Dahyot, R. On creating a 2D & 3D visual saliency dataset Proceedings - SAP 2013: ACM Symposium on Applied Perception

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