Prof Rozenn Dahyot

Professor of Computer Science

Prof. Dahyot is a Professor of Computer Science at Maynooth University (Ireland) and a PI in the SFI ADAPT Research Centre. Her research interest are in pattern analysis and machine intelligence (machine learning, AI) with signal processing applications (e.g. remote sensing, computer vision, computer graphics), applied for instance for automatic asset mapping (see https://aimapit.com for commercialization of technology developed in her group). She has been the President of the Irish Pattern Recognition and Classification Society (http://iprcs.org , 2014-2020), and she is the general chair organizing the European Signal Processing Conference (EUSIPCO) in 2021.

Research Domains

Animation and Graphics
Artificial Intelligence
Audio
Data Analytics
Data Visualisation
Deep Learning
Image and Video processing
Machine Learning
Statistics
VR and AR

Publications

Model-based inexact graph matching on top of DNNs for semantic scene understanding

PUBLICATION:	Computer Vision and Image Understanding
AUTHOR(S):	Jeremy Chopin, Jean-Baptiste Fasquel, Harold Mouchere, Rozenn Dahyot, and Isabelle Bloch
DATE:	01 October 2023
TYPE:	Journal Articles

Query Based Acoustic Summarization for Podcasts

PUBLICATION:	INTERSPEECH 2023 - 24th INTERSPEECH Conference
AUTHOR(S):	Samantha Kotey, Rozenn Dahyot, Naomi Harte
DATE:	20 August 2023
TYPE:	Conf papers

Fine Grained Spoken Document Summarization Through Text Segmentation

PUBLICATION:	SLT 2022 - IEEE Spoken Language Technology Workshop
AUTHOR(S):	Samantha Kotey, Rozenn Dahyot, Naomi Harte
DATE:	09 January 2023
TYPE:	Conf papers

Harmonic convolutional networks based on discrete cosine transform

PUBLICATION:	ScienceDirect
AUTHOR(S):	Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot
DATE:	11 April 2022
TYPE:	Journal Articles

QAP Optimisation with Reinforcement Learning for Faster Graph Matching in Sequential Semantic Image Analysis

PUBLICATION:	ICPRAI 2022 - International Conference on Pattern Recognition and Artificial Intelligence
AUTHOR(S):	Jeremy Chopin, Jean-Baptiste Fasquel, Harold Mouchere, Rozenn Dahyot, Isabelle Bloch
DATE:	01 June 2022
TYPE:	Conf papers

Improving semantic segmentation with graph-based structural knowledge

PUBLICATION:	ICPRAI 2022 - International Conference on Pattern Recognition and Artificial Intelligence
AUTHOR(S):	Jeremy Chopin, Jean-Baptiste Fasquel, Harold Mouchere, Rozenn Dahyot, Isabelle Bloch
DATE:	01 June 2022
TYPE:	Conf papers

DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet

PUBLICATION:	ICPRAI 2022 - International Conference on Pattern Recognition and Artificial Intelligence
AUTHOR(S):	Ali Karaali, Rozenn Dahyot, Donal J. Sexton
DATE:	01 June 2022
TYPE:	Conf papers

Sliced L2 Distance for Colour Grading

PUBLICATION:	EUSIPCO 2021 - 29th European Signal Processing Conference
AUTHOR(S):	Hana Alghamdi, Rozenn Dahyot
DATE:	23 August 2021
TYPE:	Conf papers

Tensor Reordering for CNN Compression

PUBLICATION:	ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing
AUTHOR(S):	Matej Ulicny, Vladimir Krylov, Rozenn Dahyot
DATE:	06 June 2021
TYPE:	Conf papers

Semantic image segmentation based on spatial relationships and inexact graph matching

PUBLICATION:	IPTA 2020 - Tenth International Conference on Image Processing Theory, Tools and Applications
AUTHOR(S):	Jérémy Chopin, Jean-Baptiste Fasquel. Harold Mouchère, Rozenn Dahyot, Isabelle Bloch
DATE:	09 November 2020
TYPE:	Conf papers

Investigating Perceptually Based Models to Predict Importance of Facial Blendshapes

PUBLICATION:	MIG '20 - ACM Conference on Motion Interaction and Games
AUTHOR(S):	Emma Carrigan, Katja Zibrek, Rozenn Dahyot, Rachel McDonnell
DATE:	16 October 2020
TYPE:	Conf papers

Developing a Multi-modal Embodied Virtual Agent with Realistic Appearance and Emotional Response for Games

PUBLICATION:	MIG '20 - ACM SIGGRAPH Conference on Motion, Interaction and Games
AUTHOR(S):	Emma Carrigan, Katja Zibrek, Rozenn Dahyot, Rachel McDonnell
DATE:	16 October 2020
TYPE:	Conf papers

Iterative Nadaraya-Watson Distribution Transfer for Colour Grading

PUBLICATION:	MMSP 2020 - 22nd IEEE International Workshop on Multimedia Signal Processing
AUTHOR(S):	Hana Alghamdi, Rozenn Dahyot
DATE:	21 September 2020
TYPE:	Conf papers

IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery

PUBLICATION:	Remote Sensing. Special Issue - 3D Urban Modeling by Fusion of Lidar Point Clouds and Optical Imagery
AUTHOR(S):	Chao-Jung Liu, Vladimir A. Krylov, Paul Kane, Geraldine Kavanagh, Rozenn Dahyot
DATE:	22 August 2020
TYPE:	Journal Articles

Bonseyes AI Pipeline—Bringing AI to You: End-to-End Integration of Data, Algorithms, and Deployment Tools

PUBLICATION:	ACM Transactions on Internet of Things
AUTHOR(S):	Miguel De Prado, Jing Su, Rabia Saeed, Lorenzo Keller, Noelia Vállez, Andrew Anderson, David Gregg, Luca Benini, Tim Llewellynn, Nabil Ouerhani, Rozenn Dahyot, Nuria Pazos
DATE:	01 August 2020
TYPE:	Journal Articles

Méthode d'analyse sémantique d'images combinant apprentissage profond et relations structurelles par appariement de graphes

PUBLICATION:	RJCIA 2020 - 18e Rencontres des Jeunes Chercheurs en Intelligence Artificielle
AUTHOR(S):	Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Isabelle Bloch, Rozenn Dahyot
DATE:	01 July 2020
TYPE:	Conf papers

Patch based Colour Transfer using SIFT Flow

PUBLICATION:	EUSIPCO 2019 - 27th European Signal Processing Conference
AUTHOR(S):	Hana Alghamdi, Rozenn Dahyot
DATE:	01 January 2020
TYPE:	Conf papers

Using WGAN for Improving Imbalanced Classification Performance

PUBLICATION:	AICS 2019 - 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science
AUTHOR(S):	Snehal Bhatia, Rozenn Dahyot
DATE:	05 December 2019
TYPE:	Conf papers

Harmonic Networks with Limited Training Samples

PUBLICATION:	EUSIPCO 2019 - 27th European Signal Processing Conference
AUTHOR(S):	Matej Ulicny, Vladimir Krylov, Rozenn Dahyot
DATE:	02 September 2019
TYPE:	Conf papers

Patch-Based Colour Transfer with Optimal Transport

PUBLICATION:	EUSIPCO 2019 - 27th European Signal Processing Conference
AUTHOR(S):	H. Alghamdi, M. Grogan, Rozenn Dahyot
DATE:	02 September 2019
TYPE:	Conf papers

Mini-Batch VLAD for Visual Place Retrieval

PUBLICATION:	ISSC 2019 - 30th Irish Signals and Systems Conference
AUTHOR(S):	Reem Aljuaidi, Jing Su, Rozenn Dahyot
DATE:	17 June 2019
TYPE:	Conf papers

Entropic Regularisation of Robust Optimal Transport

PUBLICATION:	IMVIP 2019 - 21st Irish Machine Vision & Image Processing Conference
AUTHOR(S):	Rozenn Dahyot, Hana Alghamdi, Mairead Grogan
DATE:	29 May 2019
TYPE:	Conf papers

Automatic detection of passable roads after floods in remote sensed and social media data

PUBLICATION:	Science Direct
AUTHOR(S):	K. Ahmad, K. Pogorelov, M. Riegler, O. Ostroukhova, P. Halvorsen, N. Conci, Rozenn Dahyot
DATE:	01 May 2019
TYPE:	Journal Articles

L2 Divergence for robust colour transfer

PUBLICATION:	Computer Vision and Image Understanding
AUTHOR(S):	Mairéad Grogan, Rozenn Dahyot
DATE:	15 February 2019
TYPE:	Journal Articles

AI Pipeline - bringing AI to you. End-to-end integration of data, algorithms and deployment tools

PUBLICATION:	HiPEAC 2019 workshop Emerging Deep Learning Accelerator
AUTHOR(S):	M. de Prado, J. Su, Rozenn Dahyot, R. Saeed, L. Keller, N. Vallez
DATE:	21 January 2019
TYPE:	Conf papers

Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural Networks

PUBLICATION:	EUSIPCO 2019 - 27th European Signal Processing Conference
AUTHOR(S):	F. Albluwi, Vladimir Krylov, Rozenn Dahyot
DATE:	01 January 2019
TYPE:	Conf papers

Image Deblurring And Super-Resolution Using Deep Convolutional Neural Networks

PUBLICATION:	MLSP 2018 - IEEE International Workshop on Machine Learning for Signal Processing
AUTHOR(S):	Fatma Albluwi, Vladimir A. Krylov, Rozenn Dahyot
DATE:	17 October 2018
TYPE:	Conf papers

Object Geolocation using MRF based Multi-Sensor Fusion

PUBLICATION:	ICIP 2018 - 25th IEEE International Conference on Image Processing
AUTHOR(S):	Vladimir Krylov, Rozenn Dahyot
DATE:	17 October 2018
TYPE:	Conf papers

Object Geolocation from Crowdsourced Street Level Imagery

PUBLICATION:	UrbReas 2018 - International Workshop on Urban Reasoning in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)
AUTHOR(S):	Vladimir Krylov, Rozenn Dahyot
DATE:	14 September 2018
TYPE:	Conf papers

3D point cloud segmentation using GIS

PUBLICATION:	IMVIP 2018 - 20th Irish Machine Vision and Image Processing conference
AUTHOR(S):	C.-J. Liu, Vladimir Krylov, Rozenn Dahyot
DATE:	29 August 2018
TYPE:	Conf papers

Artifacts reduction in JPEG-Compressed Images using CNNs

PUBLICATION:	IMVIP 2018 - 20th Irish Machine Vision and Image Processing conference
AUTHOR(S):	F. Albluwi, Vladimir Krylov, Rozenn Dahyot
DATE:	29 August 2018
TYPE:	Conf papers

Automatic Discovery and Geotagging of Objects from Street View Imagery

PUBLICATION:	Remote sensing
AUTHOR(S):	Vladimir Krylov, Eamonn Kenny, Rozenn Dahyot
DATE:	24 April 2018
TYPE:	Journal Articles

Shape registration with directional data

PUBLICATION:	Pattern Recognition
AUTHOR(S):	Mairead Grogan, Rozenn Dahyot
DATE:	01 January 2018
TYPE:	Journal Articles

User Interaction for Image Recolouring using L2

PUBLICATION:	CVMP 2017 - 14th European Conference on Visual Media Production
AUTHOR(S):	M. Grogan, Rozenn Dahyot, A. Smolic
DATE:	11 December 2017
TYPE:	Conf papers

On Using CNN with Compressed (DCT Based) Image Data

PUBLICATION:	IMVIP 2017 - 19th Irish Machine Vision and Image Processing conference
AUTHOR(S):	Matej Ulicny, Rozenn Dahyot
DATE:	30 August 2017
TYPE:	Conf papers

IDT Vs L2 Distance for Point Set Registration

PUBLICATION:	IMVIP 2017 - 19th Irish Machine Vision and Image Processing conference
AUTHOR(S):	H. Alghamdi, M. Grogan, Rozenn Dahyot
DATE:	30 August 2017
TYPE:	Conf papers

Stitching Skin Images of Scars

PUBLICATION:	IMVIP 2017 - 19th Irish Machine Vision and Image Processing conference
AUTHOR(S):	S. M. I. Zolanvari, Rozenn Dahyot
DATE:	30 August 2017
TYPE:	Conf papers

BONSEYES: Platform for Open Development of Systems of Artificial Intelligence

PUBLICATION:	CF 2017 - ACM International Conference on Computing Frontiers 2017
AUTHOR(S):	Tim Llewellynn, M. Milagro Fernández-Carrobles, Oscar Deniz, Samuel Fricker, Amos Storkey, Nuria Pazos, Gordana Velikic, Kirsten Leufgen, Rozenn Dahyot, Sebastian Koller, Georgios Goumas, Peter Leitner, Ganesh Dasika, Lei Wang, Kurt Tutschku
DATE:	15 May 2017
TYPE:	Conf papers

Social media based 3D visual popularity

PUBLICATION:	Computers & Graphics
AUTHOR(S):	Abdullah Bulbul, Rozenn Dahyot
DATE:	01 April 2017
TYPE:	Journal Articles

Populating virtual cities using social mediaComputer Animation and Virtual worlds

PUBLICATION:	Computer Animation and Virtual Worlds
AUTHOR(S):	Abdullah Bulbul, Rozenn Dahyot
DATE:	26 November 2016
TYPE:	Journal Articles

Deep Shape from A Low Number of Silhouettes

PUBLICATION:	ECCV workshop, 2016
AUTHOR(S):	X. Di, Rozenn Dahyot, M. Prasad
DATE:	01 September 2016
TYPE:	Conf papers

Robust Ellipse Detection With Gaussian Mixture Models

PUBLICATION:	Pattern Recognition
AUTHOR(S):	Claudia Arellano, Rozenn Dahyot
DATE:	28 January 2016
TYPE:	Journal Articles

Prof Rozenn Dahyot

Professor of Computer Science

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