Biography

I am Professor of Computer Science at Maynooth University (Ireland) and a PI in the SFI ADAPT Research Centre for Digital Content Technology that focuses on developing next generation digital technologies and regroups researchers accross several leading Irish Higher Education Institutions. I lead the effort for organising the European Signal Processing Conference EUSIPCO2021 in Dublin in 2021 (August 23-27th 2021). I am a member of IEEEACMEURASIP and IPRCS.

Before joining Maynooth University, I have been (Assistant then Associate) Professor in Statistics (2008-2021), Lecturer in Computer Science (2005-2008) in the School of Computer Science and Statistics in Trinity College Dublin (Ireland). Before that, I had positions as Research Fellow on European projects (FP5, FP6) with Trinity College Dublin and Cambridge University (UK, 2002-2005), and Research Assistant in Laboratoire des Ponts et Chaussées Strasbourg (France, 1998-2001).

I have served as secretary (2008-2014) and president (2014-2020) of the Irish Pattern Recognition and Classification Society (IPRCS) that organizes the yearly Irish Machine Vision and Image Processing Conference (ImVIP). I was the IPRCS representative on the International Association for Pattern Recognition (IAPR) (2014-2020).

My research interests are in between the traditional fields of Electronic and electrical engineering (digital signal processing), Computer Science (computer vision & graphics), artificial intelligence (data mining, machine learning) and Mathematics (Statistics, Information theory, decision theory, functional analysis).

Research Interests

My research interests are in between the traditional fields of Electronic and electrical engineering (digital signal processing), Computer Science (computer vision & graphics), artificial intelligence (data mining, machine learning) and Mathematics (Statistics, Information theory, decision theory, functional analysis).

Research Projects

  Project Role Funding Body / Program Description Start Date End Date Award (€)
ADAPT SFI Centre Co-PI / 01-JAN-21 31-DEC-26

Book Chapters

  Year Publication
2010 'Detection et reconnaissance de la signalisation verticale par analyse d’images (Ed: P. Foucher)'
P. Charbonnier and R. Dahyot and T. Vik and F. Heitz (2010) '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). [Details]
2008 'Multimodal Processing and Interaction: Audio, Video, Text'
Dahyot, Rozenn and Piti\'e (2008) 'Multimodal Processing and Interaction: Audio, Video, Text' In: Springer US (Eds: Maragos, Petros and Potamianos, Alexandros and Gros, Patrick). [Details]
2008 'Single-Sensor Imaging: Methods and Applications for Digital Cameras'
F. Pitie and A. Kokaram and R. Dahyot (2008) 'Single-Sensor Imaging: Methods and Applications for Digital Cameras' In: CRC Press Image Processing Series, Rastislav Lukac (Ed.) ISBN: 9781420054521. [Details]
2008 'Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval'
Wilson, Simon P. and Dahyot, Rozenn and Cunningham, P\'adraig (2008) 'Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval' In: Springer Berlin Heidelberg (Eds: Cord, Matthieu and Cunningham, P\'adraig). [Details]

Peer Reviewed Journals

  Year Publication
2020 'Bonseyes AI Pipeline—Bringing AI to You: End-to-End Integration of Data, Algorithms, and Deployment Tools'
Prado, Miguel De and Su, Jing and Saeed, Rabia and Keller, Lorenzo and Vallez, Noelia and Anderson, Andrew and Gregg, David and Benini, Luca and Llewellynn, Tim and Ouerhani, Nabil and Dahyot, Rozenn and Pazos, Nuria (2020) 'Bonseyes AI Pipeline—Bringing AI to You: End-to-End Integration of Data, Algorithms, and Deployment Tools'. ACM Trans. Internet Things, 1 (4) [DOI] [Details]
2020 'IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery'
C.-J. Liu and V. A. Krylov and P. Kane and G. Kavanagh and R. Dahyot (2020) 'IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery'. Remote Sensing, 12 (17) [DOI] [Details]
2019 'Automatic detection of passable roads after floods in remote sensed and social media data'
Kashif Ahmad and Konstantin Pogorelov and Michael Riegler and Olga Ostroukhova and Pål Halvorsen and Nicola Conci and Rozenn Dahyot (2019) 'Automatic detection of passable roads after floods in remote sensed and social media data'. Signal Processing: Image Communication, 74 :110-118 [DOI] [Details]
2019 'L2 Divergence for robust colour transfer'
Mairead Grogan and Rozenn Dahyot (2019) 'L2 Divergence for robust colour transfer'. Computer Vision and Image Understanding, [DOI] [Details]
2018 'Automatic Discovery and Geotagging of Objects from Street View Imagery'
Vladimir Krylov and Eamonn Kenny and Rozenn Dahyot (2018) 'Automatic Discovery and Geotagging of Objects from Street View Imagery'. Remote Sensing, 10 (5) [DOI] [Details]
2018 'Shape registration with directional data'
Mairead Grogan and Rozenn Dahyot (2018) 'Shape registration with directional data'. Pattern Recognition, 79 :452-466 [DOI] [Details]
2017 'Populating virtual cities using social media'
Bulbul, Abdullah and Dahyot, Rozenn (2017) 'Populating virtual cities using social media'. Computer Animation and Virtual Worlds, 28 (5) [DOI] [Details]
2017 'Social media based 3D visual popularity'
Abdullah Bulbul and Rozenn Dahyot (2017) 'Social media based 3D visual popularity'. Computers \& Graphics, 63 :28-36 [DOI] [Details]
2016 'Robust ellipse detection with Gaussian mixture models'
Claudia Arellano and Rozenn Dahyot (2016) 'Robust ellipse detection with Gaussian mixture models'. Pattern Recognition, 58 :12-26 [DOI] [Details]
2014 'Robust shape from depth images with GR2T'
Jonathan Ruttle and Claudia Arellano and Rozenn Dahyot (2014) 'Robust shape from depth images with GR2T'. Pattern Recognition Letters, 50 :43-54 [DOI] [Details]
2013 'Bayesian 3D shape from silhouettes'
Donghoon Kim and Jonathan Ruttle and Rozenn Dahyot (2013) 'Bayesian 3D shape from silhouettes'. Digital Signal Processing, 23 (6):1844-1855 [DOI] [Details]
2013 'Generalised relaxed Radon transform (GR2T) for robust inference'
Rozenn Dahyot and Jonathan Ruttle (2013) 'Generalised relaxed Radon transform (GR2T) for robust inference'. Pattern Recognition, 46 (3):788-794 [DOI] [Details]
2012 'On Using Anisotropic Diffusion for Skeleton Extraction'
Direkoglu, Cem and Dahyot, Rozenn and Manzke, Michael (2012) 'On Using Anisotropic Diffusion for Skeleton Extraction'. International Journal of Computer Vision, 100 (2):170-189 [DOI] [Details]
2009 'Statistical Hough Transform'
R. Dahyot (2009) 'Statistical Hough Transform'. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31 (8):1502-1509 [DOI] [Details]
2008 'Improving the Quality of Color Colonoscopy Videos'
Dahyot, Rozenn and Vilari\~no, Fernando and Lacey, Gerard (2008) 'Improving the Quality of Color Colonoscopy Videos'. EURASIP Journal on Image and Video Processing, (1) [DOI] [Details]
2007 'Automated colour grading using colour distribution transfer'
François Pitié and Anil C. Kokaram and Rozenn Dahyot (2007) 'Automated colour grading using colour distribution transfer'. Computer Vision and Image Understanding, 107 (1):123-137 [DOI] [Details]
2006 'Browsing sports video: trends in sports-related indexing and retrieval work'
A. Kokaram and N. Rea and R. Dahyot and M. Tekalp and P. Bouthemy and P. Gros and I. Sezan (2006) 'Browsing sports video: trends in sports-related indexing and retrieval work'. IEEE Signal Processing Magazine, 23 (2):47-58 [DOI] [Details]
2006 'Robust Scale Estimation for the generalized Gaussian Probability Density Function'
R. Dahyot and S. Wilson (2006) 'Robust Scale Estimation for the generalized Gaussian Probability Density Function'. Advances in Methodology and Statistics (Metodolo\vski zvezki), 3 (1):21-37 [Details]
2004 'A Bayesian approach to object detection using probabilistic appearance-based models'
Dahyot, Rozenn and Charbonnier, Pierre and Heitz, Fabrice (2004) 'A Bayesian approach to object detection using probabilistic appearance-based models'. Pattern Analysis and Applications, 7 (3):317-332 [DOI] [Details]
2003 'Detection robuste par modele probabiliste d apparence : une approche bayesienne'
R. Dahyot and P. Charbonnier and F. Heitz (2003) 'Detection robuste par modele probabiliste d apparence : une approche bayesienne'. Traitement du Signal, 20 (2):101-117 [Details]

Conference Publications

  Year Publication
2021 Tensor Reordering for CNN Compression
Matej Ulicny and Vladimir A. Krylov and Rozenn Dahyot (2021) Tensor Reordering for CNN Compression ICASSP 2021 [Details]
2020 CNN based Color and Thermal Image Fusion for Object Detection in Automated Driving
R. Yadav and A. Samir and H. Rashed and S. Yogamani and R. Dahyot (2020) CNN based Color and Thermal Image Fusion for Object Detection in Automated Driving Irish Machine Vision and Image Processing (IMVIP 2020) [Details]
2020 Efficient Visual Place Retrieval System Using Google Street View
R. Aljuaidi and R. Dahyot (2020) Efficient Visual Place Retrieval System Using Google Street View Irish Machine Vision and Image Processing (IMVIP 2020) [Details]
2020 Patch based Colour Transfer using SIFT Flow
Hana Alghamdi and Rozenn Dahyot (2020) Patch based Colour Transfer using SIFT Flow Irish Machine Vision and Image Processing (IMVIP 2020) [Details]
2020 Investigating Perceptually Based Models to Predict Importance of Facial Blendshapes
Carrigan, Emma and Zibrek, Katja and Dahyot, Rozenn and McDonnell, Rachel (2020) Investigating Perceptually Based Models to Predict Importance of Facial Blendshapes Motion, Interaction and Games New York, NY, USA, [Details]
2020 Methode d'analyse semantique d'images combinant apprentissage profond et relations structurelles par appariement de graphes
Chopin, J. and Fasquel, J.-B. and Mouchere, H. and Bloch, I. and Dahyot, R. (2020) Methode d'analyse semantique d'images combinant apprentissage profond et relations structurelles par appariement de graphes Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2020) Angers, France, [Details]
2020 Iterative Nadaraya-Watson Distribution Transfer for Colour Grading
Hana Alghamdi and Rozenn Dahyot (2020) Iterative Nadaraya-Watson Distribution Transfer for Colour Grading 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP) , pp.1-6 [Details]
2020 Semantic image segmentation based on spatial relationships and inexact graph matching
J. Chopin and J.B. Fasquel and H. Mouchère and R. Dahyot and I. Bloch (2020) Semantic image segmentation based on spatial relationships and inexact graph matching 2020 Tenth International Conference on Image Processing Theory, Tools and Applications (IPTA) , pp.1-6 [Details]
2019 Mini-Batch VLAD for Visual Place Retrieval
R. Aljuaidi and J. Su and R. Dahyot (2019) Mini-Batch VLAD for Visual Place Retrieval 2019 30th Irish Signals and Systems Conference (ISSC) , pp.1-6 [Details]
2019 Harmonic Networks for Image Classification
M. Ulicny and V. Krylov and R. Dahyot (2019) Harmonic Networks for Image Classification British Machine Vision Conference (BMVC) Cardiff UK, [Details]
2019 Denoising RENOIR Image Dataset with DBSR
Fatma Albluwi, Vladimir A. Krylov and R. Dahyot (2019) Denoising RENOIR Image Dataset with DBSR Irish Machine Vision and Image Processing (IMVIP 2019) Technological University Dublin, , pp.76-79 [Details]
2019 AI Pipeline - bringing AI to you. End-to-end integration of data, algorithms and deployment tools
Miguel de Prado and Jing Su and Rozenn Dahyot and Rabia Saeed and Lorenzo Keller and Noelia V\'allez (2019) AI Pipeline - bringing AI to you. End-to-end integration of data, algorithms and deployment tools HiPEAC 2019 workshop Emerging Deep Learning Accelerator [Details]
2019 Harmonic Networks with Limited Training Samples
M. Ulicny and V. A. Krylov and R. Dahyot (2019) Harmonic Networks with Limited Training Samples 2019 27th European Signal Processing Conference (EUSIPCO) , pp.1-5 [Details]
2019 Entropic Regularisation of Robust Optimal Transport
Rozenn Dahyot and Hana Alghamdi and Mair\'ead Grogan (2019) Entropic Regularisation of Robust Optimal Transport Irish Machine Vision and Image Processing conference 2019 [Details]
2019 Performance-Oriented Neural Architecture Search
A. Anderson and J. Su and R. Dahyot and D. Gregg (2019) Performance-Oriented Neural Architecture Search 2019 International Conference on High Performance Computing Simulation (HPCS) , pp.177-184 [Details]
2019 Object Geolocation from Crowdsourced Street Level Imagery
Krylov, Vladimir A. and Dahyot, Rozenn (2019) Object Geolocation from Crowdsourced Street Level Imagery . In: Alzate, Carlos and Monreale, Anna and Assem, Haytham and Bifet, Albert and Buda, Teodora Sandra and Caglayan, Bora and Drury, Brett and Garc\'ia-Mart\'in, Eva and Gavald\`a eds. ECML PKDD 2018 Workshops Cham, , pp.79-83 [Details]
2019 Using WGAN for Improving Imbalanced Classification Performance
S. Bhatia and R. Dahyot (2019) Using WGAN for Improving Imbalanced Classification Performance . In: Edward Curry and Mark Keane and Adegboyega Ojo and Dhaval Salwala eds. 27th Irish Conference on Artificial Intelligence and Cognitive Science Galway, Ireland, , pp.365-375 [Details]
2019 Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural Networks
F. Albluwi and V. A. Krylov and R. Dahyot (2019) Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural Networks 2019 27th European Signal Processing Conference (EUSIPCO) , pp.1-5 [Details]
2019 Patch-Based Colour Transfer with Optimal Transport
H. Alghamdi and M. Grogan and R. Dahyot (2019) Patch-Based Colour Transfer with Optimal Transport 2019 27th European Signal Processing Conference (EUSIPCO) , pp.1-5 [Details]
2018 Object Geolocation Using MRF Based Multi-Sensor Fusion
V. A. Krylov and R. Dahyot (2018) Object Geolocation Using MRF Based Multi-Sensor Fusion 2018 25th IEEE International Conference on Image Processing (ICIP) , pp.2745-2749 [Details]
2018 Image Deblurring and Super-Resolution Using Deep Convolutional Neural Networks
F. Albluwi and V. A. Krylov and R. Dahyot (2018) Image Deblurring and Super-Resolution Using Deep Convolutional Neural Networks 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) , pp.1-6 [Details]
2018 3D point cloud segmentation using GIS
C.-J. Liu, K. Vladimir and R. Dahyot (2018) 3D point cloud segmentation using GIS Irish Machine Vision and Image Processing conference (IMVIP 2018) Ulster University, Northern Ireland, [Details]
2017 Stitching Skin Images of Scars
S. M. I. Zolanvari and R. Dahyot (2017) Stitching Skin Images of Scars Irish Machine Vision and Image Processing conference (IMVIP 2017) Maynooth University, , pp.265-268 [Details]
2017 On Using CNN with Compressed (DCT Based) Image Data
M. Ulicny and R. Dahyot (2017) On Using CNN with Compressed (DCT Based) Image Data Irish Machine Vision and Image Processing conference (IMVIP 2017) Maynooth University, , pp.44-51 [Details]
2017 BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited Paper
Llewellynn, Tim and Fern\'andez-Carrobles, M. Milagro and Deniz, Oscar and Fricker, Samuel and Storkey, Amos and Pazos, Nuria and Velikic, Gordana and Leufgen, Kirsten and Dahyot, Rozenn and Koller, Sebastian and Goumas, Georgios and Leitner, Peter and Dasika, Ganesh and Wang, Lei and Tutschku, Kurt (2017) BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited Paper Proceedings of the Computing Frontiers Conference New York, NY, USA, , pp.299-304 [Details]
2017 IDT Vs L2 Distance for Point Set Registration
H. Alghamdi and M. Grogan and R. Dahyot (2017) IDT Vs L2 Distance for Point Set Registration Irish Machine Vision and Image Processing conference (IMVIP 2017) Maynooth University, , pp.91-98 [Details]
2016 Deep Shape from a Low Number of Silhouettes
Di, Xinhan and Dahyot, Rozenn and Prasad, Mukta (2016) Deep Shape from a Low Number of Silhouettes . In: Hua, Gang and J\'egou, Herv\'e eds. Computer Vision -- ECCV 2016 Workshops Cham, , pp.251-265 [Details]
2016 Recent techniques for (re)colouring
M. Grogan and J. Carvalho and R. Dahyot (2016) Recent techniques for (re)colouring Irish Machine Vision and Image Processing Conference (IMVIP 2016) Galway, Ireland, [Details]
2015 Information visualisation for social media analytics
R. Dahyot and C. Brady and C. Bourges and A. Bulbul (2015) Information visualisation for social media analytics 2015 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Prague, Czech Republic, [Details]
2015 Hand Hygiene Poses Recognition with RGB-D Videos
B. Xia and R. Dahyot and J. Ruttle and D. Caulfield and G. Lacey (2015) Hand Hygiene Poses Recognition with RGB-D Videos Irish Machine Vision and Image Processing Conference (IMVIP 2015) Dublin, Ireland, , pp.43-50 [Details]
2015 3D Reconstruction of Reflective Spherical Surfaces from Multiple Images
A. Bulbul and M. Grogan and R. Dahyot (2015) 3D Reconstruction of Reflective Spherical Surfaces from Multiple Images Irish Machine Vision and Image Processing Conference (IMVIP 2015) Dublin, Ireland, , pp.19-26 [Details]
2015 L2 Registration for Colour Transfer
M. Grogan and M. Prasad and R. Dahyot (2015) L2 Registration for Colour Transfer European Signal Processing Conference (Eusipco) Nice France, [Details]
2014 An Architecture for Social Media Summarisation
Z. Zdziarski and J. Mitchell and P. Houdyer and D. Johnson and C. Bourges and R. Dahyot (2014) An Architecture for Social Media Summarisation Irish Machine Vision and Image Processing Conference (IMVIP 2014) Derry-Londonderry, Northern Ireland, , pp.187-188 [Details]
2014 Extension of GBVS to 3D media
Zdziarski, Z. and Dahyot, R. (2014) Extension of GBVS to 3D media Signal Processing and Communications Applications Conference (SIU), 2014 22nd , pp.2296-2300 [Details]
2014 GR2T vs L2E with Nuisance Scale
R. Dahyot (2014) GR2T vs L2E with Nuisance Scale 2014 22nd International Conference on Pattern Recognition , pp.3857-3861 [Details]
2014 Mesh from Depth Images Using GR2T
M. Grogan and R. Dahyot (2014) Mesh from Depth Images Using GR2T Irish Machine Vision and Image Processing Conference Derry-Londonderry, Northern Ireland, , pp.15-20 [Details]
2014 On summarising the 'here and now' of social videos for smart mobile browsing
Z. Zdziarski and C. Bourgès and J. Mitchell and P. Houdyer and D. Johnson and R. Dahyot (2014) On summarising the 'here and now' of social videos for smart mobile browsing 2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) Paris, France, [Details]
2013 On Creating a 2D \& 3D Visual Saliency Dataset
Zdziarski, Z. and Dahyot, R. (2013) On Creating a 2D \& 3D Visual Saliency Dataset Proceedings of the ACM Symposium on Applied Perception New York, NY, USA, , pp.132-132 [Details]
2012 Bayesian Shape from Silhouettes
Kim, Donghoon and Dahyot, Rozenn (2012) Bayesian Shape from Silhouettes . In: Salerno, Emanuele and \cCetin, A. Enis and Salvetti, Ovidio eds. Computational Intelligence for Multimedia Understanding Berlin, Heidelberg, , pp.78-89 [Details]
2012 Extrinsic camera parameters estimation for shape-from-depths
J. Ruttle and C. Arellano and R. Dahyot (2012) Extrinsic camera parameters estimation for shape-from-depths 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO) , pp.1985-1989 [Details]
2012 Feature Selection Using Visual Saliency for Content-Based Image Retrieval
Z. Zdziarski and R. Dahyot (2012) Feature Selection Using Visual Saliency for Content-Based Image Retrieval 23nd IET Irish Signals and Systems Conference Maynooth, Ireland, [Details]
2012 Mean shift algorithm for robust rigid registration between Gaussian Mixture Models
C. Arellano and R. Dahyot (2012) Mean shift algorithm for robust rigid registration between Gaussian Mixture Models 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO) , pp.1154-1158 [Details]
2012 Shape Model Fitting Using non-Isotropic GMM
C. Arellano and R. Dahyot (2012) Shape Model Fitting Using non-Isotropic GMM IET Irish Signals and Systems Conference (ISSC 2012) Maynooth, Ireland, , pp.1-6 [Details]
2012 Shape model fitting algorithm without point correspondence
C. Arellano and R. Dahyot (2012) Shape model fitting algorithm without point correspondence 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO) , pp.934-938 [Details]
2010 3D shape estimation from silhouettes using Mean-shift
D. Kim and J. Ruttle and R. Dahyot (2010) 3D shape estimation from silhouettes using Mean-shift IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2010) , pp.1430-1433 [Details]
2010 Stereo Images for 3D Face Applications: A Literature Review
C. Arellano and R. Dahyot (2010) Stereo Images for 3D Face Applications: A Literature Review International Machine Vision and Image Processing Conference (IMVIP 2010) Limerick Ireland, [Details]
2010 Smooth Kernel Density Estimate for Multiple View Reconstruction
J. Ruttle and M. Manzke and R. Dahyot (2010) Smooth Kernel Density Estimate for Multiple View Reconstruction proceedings of The 7th European Conference for Visual Media Production, CVMP 2010 , pp.74-81 [Details]
2010 Skeleton Extraction via Anisotropic Heat Flow
Direkoglu, Cem and Dahyot, Rozenn and Manzke, Michael (2010) Skeleton Extraction via Anisotropic Heat Flow Proceedings of the British Machine Vision Conference , pp.61.1-61.11 [Details]
2009 Robust Panning Analysis for Slideshow Detection in Video Databases
Z. Zdziarski and R. Dahyot (2009) Robust Panning Analysis for Slideshow Detection in Video Databases International Machine Vision and Image Processing Conference (IMVIP 2009) Dublin, Ireland, , pp.89-93 [Details]
2009 Estimating 3D Scene Flow from Multiple 2D Optical Flows
J. Ruttle and M. Manzke and R. Dahyot (2009) Estimating 3D Scene Flow from Multiple 2D Optical Flows International Machine Vision and Image Processing Conference (IMVIP 2009) Dublin, Ireland, , pp.6-11 [Details]
2009 3D Head Reconstruction using Multi-camera Stream
D. Kim and R. Dahyot (2009) 3D Head Reconstruction using Multi-camera Stream International Machine Vision and Image Processing conference (IMVIP 2009) Dublin, Ireland, , pp.156-161 [Details]
2009 Synchronized real-time multi-sensor motion capture system
J. Ruttle and M. Manzke and M. Prazak and R. Dahyot (2009) Synchronized real-time multi-sensor motion capture system SIGGRAPH ASIA '09: ACM SIGGRAPH ASIA 2009 Posters New York, NY, USA, , pp.1-1 [Details]
2008 Bayesian Classification for the Statistical Hough Transform
R. Dahyot (2008) Bayesian Classification for the Statistical Hough Transform 2008 19th International Conference on Pattern Recognition Tampa, Florida, , pp.1-4 [Details]
2008 Audio-Visual Processing Tools for Auditory Scene Synthesis
G. Kearney and R. Dahyot and F. Boland (2008) Audio-Visual Processing Tools for Auditory Scene Synthesis Audio Engineering Society 134th Convention [Details]
2008 Face components detection using SURF descriptor and SVMs
D. Kim and R. Dahyot (2008) Face components detection using SURF descriptor and SVMs International Machine Vision and Image Processing conference (IMVIP 2008) [Details]
2007 Visual enhancement using multiple audio streams in live music performance
R. Dahyot and C. Kelly and G. Kearney (2007) Visual enhancement using multiple audio streams in live music performance 31st International Conference Audio Engineering Society London, UK, [Details]
2006 Bayesian Inferences for Object Detection
R. Dahyot (2006) Bayesian Inferences for Object Detection 21st International Workshop on Statistical Modelling Galway, Ireland, , pp.127-130 [Details]
2006 Multimodal Periodicity Analysis for Illicit Content Detection in Videos
N. Rea and C. Lambe and G. Lacey and R. Dahyot (2006) Multimodal Periodicity Analysis for Illicit Content Detection in Videos The 3rd European Conference on Visual Media Production (CVMP 2006) - Part of the 2nd Multimedia Conference 2006 , pp.106-114 [Details]
2006 Unsupervised Camera Motion Estimation and Moving Object Detection in Videos
R. Dahyot (2006) Unsupervised Camera Motion Estimation and Moving Object Detection in Videos Irish Machine Vision and Image Processing conference (IMVIP 2006) Dublin, Ireland, [Details]
2005 Content Controlled Image Representation for Sports Streaming
A. Kokaram and F. Piti\'e and R. Dahyot and N. Rea and S. Yeterian (2005) Content Controlled Image Representation for Sports Streaming proceedings of the IEEE workshop on Content Based Multimedia Indexing (CBMI'05) Riga, Latvia, [Details]
2005 Exploiting Temporal Discontinuities for Event Detection and Manipulation in Video Streams
Denman, Hugh and Doyle, Erika and Kokaram, Anil and Lennon, Daire and 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 Retrieval New York, NY, USA, , pp.183-192 [Details]
2004 Comparison of Two Algorithms for Robust M-estimation of Global Motion Parameters
R. Dahyot and A. Kokaram (2004) Comparison of Two Algorithms for Robust M-estimation of Global Motion Parameters Irish Machine Vision and Image Processing conference (IMVIP 2004) Dublin, Ireland, , pp.224-231 [Details]
2004 A New Robust Technique for Stabilizing Brightness Fluctuations in Image Sequences
Piti\'e (2004) A New Robust Technique for Stabilizing Brightness Fluctuations in Image Sequences . In: Comaniciu, Dorin and Mester, Rudolf and Kanatani, Kenichi and Suter, David eds. Statistical Methods in Video Processing Berlin, Heidelberg, , pp.153-164 [Details]
2004 Inlier modeling for multimedia data analysis
R. Dahyot and N. Rea and A. Kokaram and N. Kingsbury (2004) Inlier modeling for multimedia data analysis IEEE 6th Workshop on Multimedia Signal Processing, 2004 , pp.482-485 [Details]
2004 Semantic Event Detection in Sports Through Motion Understanding
Rea, N. and Dahyot, R. and Kokaram, A. (2004) Semantic Event Detection in Sports Through Motion Understanding . In: Enser, Peter and Kompatsiaris, Yiannis and O'Connor, Noel E. and Smeaton, Alan F. and Smeulders, Arnold W. M eds. Image and Video Retrieval Berlin, Heidelberg, , pp.88-97 [Details]
2004 Oriented Particle Spray: A New Probabilistic Contour Tracing with Directional Information
F. Pitie and A. Kokaram and R. Dahyot (2004) Oriented Particle Spray: A New Probabilistic Contour Tracing with Directional Information Irish Machine Vision and Image Processing conference (IMVIP 2004) Dublin, Ireland, , pp.158-165 [Details]
2003 Suppression du bruit de pompage dans les videos
F. Pitie and R. Dahyot and A. Kokaram (2003) Suppression du bruit de pompage dans les videos proceedings of GRETSI conference on signal and image processing Paris, France, [Details]
2002 Comparison of Global motion estimators
P. Delacourt and A. Kokaram and R. Dahyot (2002) Comparison of Global motion estimators proceedings of Irish Signals and Systems Conference Cork, Ireland, [Details]
2001 D\'etection d'\'ev\'enements dans les s\'equences d'images avec cam\'era en mouvement
R. Dahyot and P. Charbonnier and F. Heitz (2001) D\'etection d'\'ev\'enements dans les s\'equences d'images avec cam\'era en mouvement proceedings of GRETSI conference on signal and image processing Toulouse, France, [Details]
2001 D\'etection robuste d'objets : une approche par modele d'apparence
R. Dahyot and P. Charbonnier and F. Heitz (2001) D\'etection robuste d'objets : une approche par modele d'apparence proceedings of GRETSI conference on signal and image processing Toulouse, France, [Details]
2001 Unsupervised statistical detection of changing objects in camera-in-motion video
R. Dahyot and P. Charbonnier and F. Heitz (2001) Unsupervised statistical detection of changing objects in camera-in-motion video Proceedings 2001 International Conference on Image Processing , pp.638-641 [Details]
1999 Non-Supervised Robust Visual Recognition of Colour Images using Half-Quadratic Theory
R. Dahyot and P. Charbonnier and F. Heitz (1999) Non-Supervised Robust Visual Recognition of Colour Images using Half-Quadratic Theory proceedings of European Workshop on Content-Based Multimedia Indexing (CBMI) Toulouse, France, [Details]
1999 Reconnaissance robuste non supervis\'ee d'images en couleur utilisant la th\'eorie semi-quadratique
R. Dahyot and P. Charbonnier and F. Heitz (1999) Reconnaissance robuste non supervis\'ee d'images en couleur utilisant la th\'eorie semi-quadratique proceedings of GRETSI conference on signal and image processing Vannes, France, , pp.295-298 [Details]