Article

Chopin, Jeremy, Fasquel, Jean-Baptiste, Mouchère, Harold, Dahyot, Rozenn and Bloch, Isabelle (2023) Model-based inexact graph matching on top of DNNs for semantic scene understanding. Computer Vision and Image Understanding, 235. p. 103744. ISSN 1077-3142

Karaali, Ali, Dahyot, Rozenn and Sexton, Donal J (2022) DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet. Lecture Notes in Computer Science, 13363. pp. 198-210. ISSN 0302-9743

Ulicny, Matej, Krylov, Vladimir A. and Dahyot, Rozenn (2022) Harmonic convolutional networks based on discrete cosine transform. Pattern Recognition, 129 (108707). pp. 1-12. ISSN 00313203

McDonnell, Rachel, Zibrek, Katja, Carrigan, Emma and Dahyot, Rozenn (2021) Model for predicting perception of facial action unit activation using virtual humans. Computers & Graphics, 100. pp. 81-92. ISSN 0097-8493

Prado, Miguel De, Su, Jing, Saeed, Rabia, Keller, Lorenzo, Vallez, Noelia, Anderson, Andrew, Gregg, David, Benini, Luca, Llewellynn, Tim, Ouerhani, Nabil, Dahyot, Rozenn and Pazos, Nuria (2020) Bonseyes AI Pipeline—Bringing AI to You. ACM Transactions on Internet of Things, 1 (4). pp. 1-25. ISSN 2691-1914

Liu, Chao-Jung, Krylov, Vladimir A, Kane, Paul, Kavanagh, Geraldine and Dahyot, Rozenn (2020) IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery. Remote Sensing, 12 (17). pp. 1-22. ISSN 2072-4292

Su, Jing, de Prado, Miguel, Dahyot, Rozenn and Saeed, Rabia (2019) AI Pipeline - bringing AI to you. End-to-end integration of data, algorithms and deployment tools. Emerging Deep Learning Accelerators (EDLA) Workshop at HiPEAC 2019. pp. 1-9.

Ahmad, Kashif, Pogorelov, Konstantin, Riegler, Michael, Ostroukhova, Olga, Halvorsen, Pål, Conci, Nicola and Dahyot, Rozenn (2019) Automatic detection of passable roads after floods in remote sensed and social media data. Signal Processing: Image Communication, 74. pp. 110-118. ISSN 0923-5965

Albluwi, Fatma, Vladimir, A. Krylov and Dahyot, Rozenn (2019) Denoising RENOIR Image Dataset with DBSR. IMVIP 2019: Irish Machine Vision and Image Processing.

Dahyot, Rozenn, Alghamdi, Hana and Grogan, Mairéad (2019) Entropic Regularisation of Robust Optimal Transport. Irish Machine Vision and Image Processing conference 2019.

Ulicny, Matej, Krylov, Vladimir A and Dahyot, Rozenn (2019) Harmonic Networks for Image Classification. British Machine Vision Conference (BMVC).

Ulicny, Matej, Krylov, Vladimir A and Dahyot, Rozenn (2019) Harmonic Networks with Limited Training Samples. 2019 27th European Signal Processing Conference (EUSIPCO). pp. 1-5. ISSN 2076-1465

Grogan, Mairéad and Dahyot, Rozenn (2019) L2 Divergence for robust colour transfer. Computer Vision and Image Understanding, 181. pp. 39-49. ISSN 1077-3142

Aljuaidi, Reem, Su, Jing and Dahyot, Rozenn (2019) Mini-Batch VLAD for Visual Place Retrieval. 2019 30th Irish Signals and Systems Conference (ISSC). pp. 1-6.

Alghamdi, Hana, Grogan, Mairéad and Dahyot, Rozenn (2019) Patch-Based Colour Transfer with Optimal Transport. 2019 27th European Signal Processing Conference (EUSIPCO). ISSN 2076-1465

Albluwi, Fatma, Krylov, Vladimir A and Dahyot, Rozenn (2019) Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural Networks. 2019 27th European Signal Processing Conference (EUSIPCO). pp. 1-5. ISSN 2076-1465

Bhatia, Snehal and Dahyot, Rozenn (2019) Using WGAN for Improving Imbalanced Classification Performance. CEUR Workshop Proceedings, 2563. pp. 365-375. ISSN 1613-0073

Krylov, Vladimir A, Kenny, Eamonn and Dahyot, Rozenn (2018) Automatic Discovery and Geotagging of Objects from Street View Imagery. Remote Sensing, 10 (5). pp. 1-20. ISSN 2072-4292

Fatma, Albluwi, Krylov, Vladimir A and Dahyot, Rozenn (2018) Image Deblurring and Super-Resolution Using Deep Convolutional Neural Networks. Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing. ISSN 1551-2541

Krylov, Vladimir A and Dahyot, Rozenn (2018) Object Geolocation Using MRF Based Multi-Sensor Fusion. 2018 25th IEEE International Conference on Image Processing (ICIP). ISSN 2381-8549

Krylov, Vladimir and Dahyot, Rozenn (2018) Object Geolocation from Crowdsourced Street Level Imagery. ECML PKDD 2018 Workshops, 11329. pp. 79-83.

Grogan, Mairéad and Dahyot, Rozenn (2018) Shape registration with directional data. Pattern Recognition, 79. pp. 452-466. ISSN 0031-3203

Llewellynn, Tim, Fernández-Carrobles, M. Milagro, Deniz, Oscar, Fricker, Samuel, Storkey, Amos, Pazos, Nuria, Velikic, Gordana, Leufgen, Kirsten, Dahyot, Rozenn, Koller, Sebastian, Goumas, Georgios, Leitner, Peter, Dasika, Ganesh, Wang, Lei and Tutschku, Kurt (2017) BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited paper. ACM International Conference on Computing Frontiers 2017. pp. 299-304.

Bulbul, Abdullah and Dahyot, Rozenn (2017) Social media based 3D visual popularity. Computers & Graphics, 63. pp. 28-36. ISSN 0097-8493

Di, Xinhan, Dahyot, Rozenn and Prasad, Mukta (2016) Deep Shape from a Low Number of Silhouettes. Lecture Notes in Computer Science, 9915. ISSN 0302-9743

Arellano, Claudia and Dahyot, Rozenn (2016) Robust ellipse detection with Gaussian mixture models. Pattern Recognition, 58. pp. 12-16. ISSN 0031-3203

XIa, Baiqiang, Dahyot, Rozenn, Ruttle, Jonathan, Caulfield, Darren and Lacey, Gerard (2015) Hand Hygiene Poses Recognition with RGB-D Videos. Proceedings of the 17th Irish Machine Vision and Image Processing conference. pp. 43-50.

Dahyot, Rozenn, Brady, Conor, Bourges, Cyril and Bulbul, Abdullah (2015) Information visualisation for social media analytics. 2015 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM).

Grogan, Mairéad, Prasad, Mukta and Dahyot, Rozenn (2015) L2 Registration for Colour Transfer. 2015 23rd European Signal Processing Conference (EUSIPCO). ISSN 2076-1465

Zdziarski, Zdziarski and Dahyot, Rozenn (2014) Extension of GBVS to 3D media. 2014 22nd Signal Processing and Communications Applications Conference (SIU). pp. 2296-2300. ISSN 2165-0608

Dahyot, Rozenn (2014) GR2T vs L2E with Nuisance Scale. 2014 22nd International Conference on Pattern Recognition. pp. 3857-3861. ISSN 1051-4651

Zdziarski, Zbigniew, Bourges, Cyril, Mitchell, Joe, Houdyer, Pierre, Johnson, Dave and Dahyot, Rozenn (2014) On summarising the ‘here and now’ of social videos for smart mobile browsing. 2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM). pp. 1-5.

Ruttle, Jonathan, Arellano, Claudia and Dahyot, Rozenn (2014) Robust shape from depth images with GR2T. Pattern Recognition Letters, 50 (1). pp. 43-54. ISSN 0167-8655

Kim, Donghoon, Ruttle, Jonathan and Dahyot, Rozenn (2013) Bayesian 3D shape from silhouettes. Digital Signal Processing, 23. pp. 1844-1855. ISSN 1051-2004

Dahyot, Rozenn and Ruttle, Jonathan (2013) Generalised relaxed Radon transform (GR2T) for robust inference. Pattern Recognition, 46 (3). pp. 788-794. ISSN 0031-3203

Ruttle, Jonathan, Arellano, Claudia and Dahyot, Rozenn (2012) Extrinsic camera parameters estimation for shape-from-depths. 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO). pp. 1085-1089. ISSN 2076-1465

Zdziarski, Zbigniew and Dahyot, Rozenn (2012) Feature Selection Using Visual Saliency for Content-Based Image Retrieval. IET Irish Signals and Systems Conference (ISSC 2012).

Arellano, Claudia and Dahyot, Rozenn (2012) Mean shift algorithm for robust rigid registration between Gaussian Mixture Models. 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO). ISSN 2076-1465

Direkoglu, Cem, Dahyot, Rozenn and Manzke, Michael (2012) On Using Anisotropic Diffusion for Skeleton Extraction. International Journal of Computer Vision, 100. pp. 170-189. ISSN 0920-5691

Arellano, Claudia and Dahyot, Rozenn (2012) Shape Model Fitting Using non-Isotropic GMM. IET Irish Signals and Systems Conference (ISSC 2012).

Kim, Donghoom, Ruttle, Jonathan and Dahyot, Rozenn (2010) 3D shape estimation from silhouettes using Mean-shift. 2010 IEEE International Conference on Acoustics, Speech and Signal Processing. ISSN 2379-190X

Direkoglu, Cem, Dahyot, Rozenn and Manzke, Michael (2010) Skeleton Extraction via Anisotropic Heat Flow. British Machine Vision Conference Proceedings. pp. 1-12.

Ruttle, Jonathan, Manzke, Michael and Dahyot, Rozenn (2010) Smooth Kernel Density Estimate for Multiple View Reconstruction. proceedings of The 7th European Conference for Visual Media Production, CVMP 2010.

Dahyot, Rozenn (2009) Bayesian Classification for the Statistical Hough Transform. 2008 19th International Conference on Pattern Recognition. pp. 1-4. ISSN 1051-4651

Ruttle, Jonathan, Manzke, Michael and Dahyot, Rozenn (2009) Estimating 3D Scene Flow from Multiple 2D Optical Flows. International Machine Vision and Image Processing Conference (IMVIP 2009). pp. 6-11.

Zbingniew, Zdziarski and Dahyot, Rozenn (2009) Robust Panning Analysis for Slideshow Detection in Video Databases. 2009 13th International Machine Vision and Image Processing Conference.

Dahyot, Rozenn (2009) Statistical Hough Transform. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 31 (8). pp. 1502-1509. ISSN 0162-8828

Kim, Donghoom and Dahyot, Rozenn (2008) Face components detection using SURF descriptor and SVMs. 2008 International Machine Vision and Image Processing Conference.

Pitié, François, Kokaram, Anil C. and Dahyot, Rozenn (2007) Automated colour grading using colour distribution transfer. Computer Vision and Image Understanding, 107. pp. 123-137. ISSN 1077-3142

Kokaram, Anil C., Rea, Niall, Dahyot, Rozenn, Tekalp, A. Murat, Bouthemy, Patrick, Gros, Patrick and Sezan, Ibrahim (2006) Browsing sports video: trends in sports-related indexing and retrieval work. IEEE Signal Processing Magazine, 23 (2). pp. 47-58. ISSN 1053-5888

Dahyot, Rozenn and Wilson, Simon (2006) Robust Scale Estimation for the Generalized Gaussian Probability Density Function. Advances in Methodology and Statistics (Metodolo\vski zvezki), 3 (1). pp. 21-37. ISSN 1854-0031

Dahyot, Rozenn (2006) Unsupervised Camera Motion Estimation and Moving Object Detection in Videos. Irish Machine Vision and Image Processing conference (IMVIP 2006). pp. 102-109.

Denman, Hugh, Doyle, Erika, Kokaram, Anil, Lennon, Daire, Dahyot, Rozenn and Fuller, Ray (2005) Exploiting temporal discontinuities for event detection and manipulation in video streams. Proceedings of the 7th ACM SIGMM international workshop on Multimedia information. pp. 183-192.

Dahyot, Rozenn, Charbonnier, Pierre and Heitz, Fabrice (2004) A Bayesian approach to object detection using probabilistic appearance-based models. Pattern Analysis and Applications, 7 (3). pp. 317-332. ISSN 1433-7541

Dahyot, Rozenn and Kokaram, Anil (2004) Comparison of Two Algorithms for Robust M-estimation of Global Motion Parameters. Proceedings of the Irish Machine Vision Conference 2004. pp. 224-231.

Dahyot, Rozenn, Rea, Niall, Kokaram, Anil and Kingsbury, Nick (2004) Inlier modeling for multimedia data analysis. IEEE 6th Workshop on Multimedia Signal Processing, 2004. pp. 482-485.

Pitié, François, Kokaram, Anil and Dahyot, Rozenn (2004) Oriented Particle Spray: A New Probabilistic Contour Tracing with Directional Information. Irish Machine Vision and Image Processing conference (IMVIP 2004).

Conference or Workshop Item

Panahi, Solmaz, Chopin, Jeremy, Ulicny, Matej and Dahyot, Rozenn (2023) Improving GMM registration with class encoding. In: Irish Machine Vision and Image Processing Conference 2023, 30th August 2023, University of Galway.

Other

Dahyot, Rozenn, Vilarino, Fernando and Lacey, Gerard (2008) Improving the Quality of Color Colonoscopy Videos. SpringerOpen.