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Dr. Rozenn Dahyot

Associate Professor (Statistics)

 dahyotr@tcd.ie

 


Biography

Dr.Ing. Rozenn Dahyot received a BSc in Physics (1996), a MSc in Image Processing (Diplome d Etudes approfondies 1998) from the University of Louis Pasteur and a MSc from Telecom Physique Strasbourg (diplome d' ingénieur 1998, France). Supported by a scholarship (1998-2001) from the Laboratoire des Ponts et Chaussées (www.lcpc.fr), she received a PhD degree from the Université Louis Pasteur Strasbourg in 2001, developing new algorithms for robust detection and recognition of objects in road scene image databases, for the management and safety of the road network. From 2002 to 2005, she worked as a Research Fellow on several European Projects in Trinity College Dublin (Ireland) and in Cambridge University (UK). She is an associate professor in Statistics in the school of Computer Science and Statistics, and an investigator with the Adapt centre, leading several (EU, EI, SFI funded) projects in Artificial Intelligence. She is the President of the Irish Pattern Recognition and Classification Society (iprcs.org) and the general chair organizing the European signal Processing Conference in Dublin in 2021.

Research Tags

  Applied Mathematics   Applied Sciences   Artificial Intelligence   Computer aided engineering   Computer Graphics & Vision   Computer Science/Engineering   Computer Vision   Computer vision and robotics   Data Analysis   Databases, database management, data mining   Engineering Statistics   Image Processing   Imaging, image processing   Mathematics   Multimedia   Numerical analysis   Numerical Models   Parallel Algorithms   Parallel Programming   Pattern Recognition   Probability   Random Fields   Signal Analysis   Signal processing   Signal, Video & Audio Processing   Sound Engineering   Statistics   Stochastic Processes

Research Projects

  OSI Object detection in Aerial Imagery
 SFI/NSF I-Corps@SFI Entrepreneurial Training Programme
 Innovation voucher with Geowox
 AIMapIt Commercial Feasibility
 AI for Pole detection in street view imagery

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Languages

Language Skill Reading Skill Writing Skill Speaking
English Fluent Fluent Fluent
French Fluent Fluent Fluent

Memberships

Membership of Professional Institutions, Associations, Societies

Details Date From Date To
European Association for Signal Processing (EURASIP) 09/2012 12/2013
International Federation of Classification Societies (IFCS) Role: IPRCS representative on IFCS Council 01/2007
Irish Pattern Recognition and Classification Society (IPRCS) 01/2002
Irish Statistical Association (ISA) 05/2009
member of the Statistical Modelling Society 07/2006 07/2007
International Association for Pattern Recognition
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, 2019, p79-83 , Journal Article, PUBLISHED  DOI  URL
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, 2019, p110 - 118, Journal Article, PUBLISHED  DOI  URL
Grogan M, Dahyot R, L 2 Divergence for robust colour transfer, Computer Vision and Image Understanding, 181, 2019, p39 - 49, Journal Article, PUBLISHED  DOI  URL
Editor: Bryan W. Scotney , Irish Machine Vision and Image Processing Conference Proceedings 2018 , Ulster University, Northern Ireland , Irish Pattern Recognition and Classification Society, 2018, 1 - 230pp, Notes: [Irish Machine Vision and Image Processing Conference Proceedings 2018 Editor: Bryan W. Scotney. (Ulster University, Northern Ireland ) Publisher: Irish Pattern Recognition and Classication Society (iprcs.org) ISBN 978-0-9934207-3-3. ], Book, PUBLISHED  TARA - Full Text  URL
Krylov V.A, Dahyot R, Object Geolocation Using MRF Based Multi-Sensor Fusion, Proceedings - International Conference on Image Processing, ICIP, 2018, 2018, pp2745 - 2749, Conference Paper, PUBLISHED  DOI  URL
Albluwi F, Krylov V.A, Dahyot R, Image deblurring and super-resolution using deep convolutional neural networks, IEEE International Workshop on Machine Learning for Signal Processing, MLSP, 2018, 2018-September, 2018, Conference Paper, PUBLISHED  DOI  URL
Grogan, M., Dahyot, R., Shape registration with directional data , Pattern Recognition, 79, 2018, p452-466 , Journal Article, PUBLISHED
Vladimir A. Krylov , Eamonn Kenny and Rozenn Dahyot, Automatic Discovery and Geotagging of Objects from Street View Imagery, Remote Sensing, 10, (5), 2018, p661-, Journal Article, PUBLISHED  TARA - Full Text  DOI  URL
Llewellynn, T. and Milagro, M. and Deniz, O. and Fricker, S. and Storkey, A. and Pazos, N. and Velikic, G. and Leufgen, K. and Dahyot, R. and Koller, S. and Goumas, G. and Leitner, P. and Dasika, G. and Wang, L. and Tutschku, K., BONSEYES: Platform for open development of systems of artificial intelligence, ACM International Conference on Computing Frontiers 2017, CF 2017 , 2017, pp299-304 , Notes: [cited By 1], Conference Paper, PUBLISHED  DOI
Llewellynn, T., Milagro, M., Deniz, O., Fricker, S, Storkey, A., Pazos, N., Velikic, G., Leufgen, K., Dahyot, R., Koller, S., Goumas, G., Leitner, P., Dasika, G., Wang, L., Tutschku, K. , BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited Paper, ACM International Conference on Computing Frontiers, ACM International Conference on Computing Frontiers , May 2017, 2017, pp299-304 , Conference Paper, PUBLISHED  DOI
  

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J. Byrne, J. Connelly, J. Su, V. Krylov, M. Bourke, D. Moloney & R. Dahyot, Trinity College Dublin Drone Survey Dataset, 2017, School of Computer Science & Statistics, Trinity College Dublin, 2017, Dataset, PUBLISHED

  

Awards and Honours

Award Date
Best Paper prize (student) for paper "Mini-Batch VLAD for Visual Place Retrieval" at Irish Signal and Systems Conference with R. Aljuaidi (student) and J. Su 2019
Best poster presentation, International Workshop on Statistical Modelling 07/2006
M.A. jure officii (honorary), Trinity College Dublin Ireland 2015
Awarded NVIDIA GPU Grant (donation of 2 Titan Xp cards) 2018
Short listed to AI Award for Outstanding Academic Achievement of the Year with SFI ADAPT centre & TCD 2018
Named as One of Ireland's champions of EU Research by John Halligan TD, Minister of State for Training, Skills, Innovation, Research and Development with Julie Sinnamon, CEO of Enterprise Ireland. 2017
Certificate of Outstanding Contribution in Reviewing Pattern Recognition (Elsevier) 2017
Best Paper Award for "User Interaction for Image Recolouring using L2" at Conference Visual Media Production, with M. Grogan & A. Smolic (CVMP, London 2017) 2017
Short listed to for Outstanding Academic Achievement of the Year Technology Ireland Awards for "Street View Object Detection and Mapping", with SFI ADAPT centre & TCD 2017
Prize for the Best Student Poster Awarded to Mairead Grogan and rozenn Dahyot for their paper presented at Conference Visual Media Production (2015 London) 2015
Google Research Award ($50,000) 2007

Research Interests

Description Of Research Interests

Computer vision; signal, image, video and audio processing; statistics; applied mathematics; pattern recognition; pattern classification; machine learning;