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Publications

Year Authors Title
  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
  2006 A. Kokaram, N. Rea, R. Dahyot, M. Tekalp, P. Bouthemy, P. Gros and I. Sezan Browsing sports video: trends in sports-related indexing and retrieval work Signal Processing Magazine, IEEE, 23(2), pp47-58. DOI: http://dx.doi.org/10.1109/MSP.2006.1621448
  2010 P. Charbonnier, R. Dahyot, T. Vik and F. Heitz Modeles probabilistes d'apparence et estimation robuste Detection et reconnaissance de la signalisation verticale par analyse d'images, pp95-110
  2005 F. Pitié, A. Kokaram and R. Dahyot N-Dimensional pdf matching and its application to colour transfer IEEE International Conference on Computer Vision, pp1434-1439. DOI: http://dx.doi.org/10.1109/iccv.2005.166
  2003 Rozenn Dahyot, Pierre Charbonnier and Fabrice Heitz Détection robuste par modèle probabiliste d'apparence : une approche bayésienne revue Traitement du Signal, 20(2), pp101-117
  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
  2018 Editor: Bryan W. Scotney Irish Machine Vision and Image Processing Conference Proceedings 2018 , pp1-230
  2012 Zbigniew Zdziarski and R. Dahyot Feature Selection Using Visual Saliency for Content-Based Image Retrieval 23nd IET Irish Signals and Systems Conference, pp6. DOI: http://dx.doi.org/10.1049/ic.2012.0194
  2012 Claudia Arellano and Rozenn Dahyot Shape Model Fitting Using non-Isotropic GMM 23nd IET Irish Signals and Systems Conference, pp6. DOI: http://dx.doi.org/10.1049/ic.2012.0196
  2005 H. Denman, E. Doyle, A. Kokaram, D. Lennon, R. Dahyot and R. Fuller Exploiting Temporal Discontinuities for Event detection 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, pp183-192. DOI: http://doi.acm.org/10.1145/1101826.1101857
  2007 Rozenn Dahyot and Conor Kelly and Gavin Kearney Visual enhancement using multiple audio streams in live music performance 31st AES International conference
  2008 Gavin Kearney, Rozenn Dahyot and Frank Boland Audio-Visual Processing Tools for Auditory Scene Synthesis Audio Engineering Society 134th Convention, pp1-9
  2008 Gavin Kearney and Rozenn Dahyot and Frank Boland Audio-Visual Processing Tools for Auditory Scene Synthesis Convention Audio Engineering Society, pp10
  2010 Claudia Arellano and Rozenn Dahyot Stereo Images for 3D Face Applications: A Literature Review International Machine Vision and Image Processing conference (IMVIP), pp6
  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
  2012 Claudia Arellano and Rozenn Dahyot Shape Model Fitting Algorithm without Point Correspondence 20th European Signal Processing Conference (Eusipco), pp934-938
  2012 Jonathan Ruttle, Claudia Arellano and Rozenn Dahyot Extrinsic Camera Parameters Estimation for Shape-from-Depths 20th European Signal Processing Conference (Eusipco), pp1985-1989
  2012 Claudia Arellano and Rozenn Dahyot Mean Shift Algorithm for Robust Rigid Registration Between Gaussian Mixtures Models 20th European Signal Processing Conference (Eusipco), pp1154-1158
  2015 M. Grogan, M. Prasad and R. Dahyot L2 Registration for Colour Transfer 23rd European Signal Processing Conference (Eusipco), pp2366-2370
  2003 Rozenn Dahyot Analyse d'images séquentielles de scènes routières par modèles d'apparence pour la gestion du réseau routier , pp218
  2005 A. Kokaram, F. Pitie, R. Dahyot, N. Rea, S. Yeterian Content Controlled Image Representation for Sports Streaming International Workshop on Content-Based Multimedia Indexing
  2008 Rozenn Dahyot, Francois Pitié, Daire Lennon, Naomi Harte, and Anil Kokaram Action Recognition in Multimedia Streams Multimodal Processing and Interaction, pp350. DOI: http://dx.doi.org/10.1007/978-0-387-76316-3_5
  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
  2014 Sonya Coleman, Bryan Gardiner and Dermot Kerr (Editors) Irish Machine Vision and Image Processing (IMVIP) 2014 conference proceedings , pp201
  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. 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
  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
  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 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
  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
  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 Bhatia, S. and Dahyot, R. Using WGAN for improving imbalanced classification performance CEUR Workshop Proceedings, 2563, pp365-375
  2020 Ulicny, M. and Krylov, V.A. and Dahyot, R. Harmonic networks for image classification 30th British Machine Vision Conference 2019, BMVC
  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
  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
  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
  2009 Kim, D., Dahyot, R. 3D head reconstruction using multi-camera stream IMVIP 2009 - 2009 International Machine Vision and Image Processing Conference, pp156-161
  2009 Donghoon Kim and R. Dahyot 3D Head Reconstruction using Multi-camera Stream International Machine Vision and Image Processing conference, pp156-161. DOI: http://dx.doi.org/10.1109/IMVIP.2009.35
  2015 Dahyot, R 3D Reconstruction of Reflective Spherical Surfaces from Multiple Images Irish Machine Vision and Image Processing Conference (IMVIP 2016), pp1--
  2010 Donghoon Kim, Jonathan Ruttle and Rozenn Dahyot 3D shape estimation from silhouettes using mean-shift. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp1430 -1433. DOI: http://dx.doi.org/10.1109/ICASSP.2010.5495474
  2004 Rozenn Dahyot, Pierre Charbonnier and Fabrice Heitz A Bayesian approach to object detection using probabilistic appearance-based models Pattern Analysis and Applications, 7(3), pp317-332. DOI: http://dx.doi.org/10.1007/bf02683997
  2004 F. Pitié, R. Dahyot, F. Kelly and A. Kokaram A New Robust Technique for Stabilizing Brightness Fluctuations in Image Sequences Workshop on Statistical Methods in Video Processing , pp153-164. DOI: http://dx.doi.org/10.1007/978-3-540-30212-4_14
  2007 F. Pitie, A. Kokaram and R. Dahyot Automated Colour Grading using Colour Distribution Transfer Computer Vision and Image Understanding, 107(1-2), pp123-137 . DOI: http://dx.doi.org/10.1016/j.cviu.2006.11.011
  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
  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
  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
  2008 Rozenn Dahyot Bayesian Classification for the Statistical Hough Transform International Conference on Pattern Recognition (ICPR), pp1-4. DOI: http://dx.doi.org/10.1109/ICPR.2008.4761109
  2006 R. Dahyot Bayesian Inferences for Object Detection International Workshop on Statistical Modelling (IWSM), pp127-130

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