Rozenn Dahyot

Orcid: 0000-0003-0983-3052

According to our database1, Rozenn Dahyot authored at least 85 papers between 2001 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Model-based inexact graph matching on top of DNNs for semantic scene understanding.
Comput. Vis. Image Underst., October, 2023

Combining geolocation and height estimation of objects from street level imagery.
CoRR, 2023

Model-based inexact graph matching on top of CNNs for semantic scene understanding.
CoRR, 2023

2022
Harmonic convolutional networks based on discrete cosine transform.
Pattern Recognit., 2022

Principal Component Classification.
CoRR, 2022

Fine Grained Spoken Document Summarization Through Text Segmentation.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022

DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Improving Semantic Segmentation with Graph-Based Structural Knowledge.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

QAP Optimisation with Reinforcement Learning for Faster Graph Matching in Sequential Semantic Image Analysis.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

2021
3D point cloud segmentation using GIS.
CoRR, 2021

Context Aware Object Geotagging.
CoRR, 2021

Sliced $\mathcal{L}_2$ Distance for Colour Grading.
CoRR, 2021

Model for predicting perception of facial action unit activation using virtual humans.
Comput. Graph., 2021

Tensor Reordering for CNN Compression.
Proceedings of the IEEE International Conference on Acoustics, 2021

Sliced $\mathcal{L}_{2}$ Distance for Colour Grading.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Bonseyes AI Pipeline - Bringing AI to You: End-to-end integration of data, algorithms, and deployment tools.
ACM Trans. Internet Things, 2020

IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery.
Remote. Sens., 2020

Patch based Colour Transfer using SIFT Flow.
CoRR, 2020

Iterative Nadaraya-Watson Distribution Transfer for Colour Grading.
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Investigating perceptually based models to predict importance of facial blendshapes.
Proceedings of the MIG '20: Motion, 2020

Semantic image segmentation based on spatial relationships and inexact graph matching.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

2019
Automatic detection of passable roads after floods in remote sensed and social media data.
Signal Process. Image Commun., 2019

L2 Divergence for robust colour transfer.
Comput. Vis. Image Underst., 2019

Entropic Regularisation of Robust Optimal Transport.
CoRR, 2019

AI Pipeline - bringing AI to you. End-to-end integration of data, algorithms and deployment tools.
CoRR, 2019

Performance-Oriented Neural Architecture Search.
Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019

Harmonic Networks with Limited Training Samples.
Proceedings of the 27th European Signal Processing Conference, 2019

Patch-Based Colour Transfer with Optimal Transport.
Proceedings of the 27th European Signal Processing Conference, 2019

Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural Networks.
Proceedings of the 27th European Signal Processing Conference, 2019

Harmonic Networks for Image Classification.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Using WGAN for Improving Imbalanced Classification Performance.
Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019

2018
Automatic Discovery and Geotagging of Objects from Street View Imagery.
Remote. Sens., 2018

Shape registration with directional data.
Pattern Recognit., 2018

Harmonic Networks: Integrating Spectral Information into CNNs.
CoRR, 2018

Object Geolocation from Crowdsourced Street Level Imagery.
Proceedings of the ECML PKDD 2018 Workshops, 2018

Image Deblurring and Super-Resolution Using Deep Convolutional Neural Networks.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Object Geolocation Using MRF Based Multi-Sensor Fusion.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Populating virtual cities using social media.
Comput. Animat. Virtual Worlds, 2017

Robust Registration of Gaussian Mixtures for Colour Transfer.
CoRR, 2017

Social media based 3D visual popularity.
Comput. Graph., 2017

User Interaction for Image Recolouring using £2.
Proceedings of the 14th European Conference on Visual Media Production (CVMP 2017), 2017

BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited paper.
Proceedings of the Computing Frontiers Conference, 2017

2016
Robust ellipse detection with Gaussian mixture models.
Pattern Recognit., 2016

Deep Shape from a Low Number of Silhouettes.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
Information visualisation for social media analytics.
Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015

L2 registration for colour transfer in videos.
Proceedings of the 12th European Conference on Visual Media Production, 2015

Social media based 3D modeling and visualization.
Proceedings of the 12th European Conference on Visual Media Production, 2015

2014
Robust shape from depth images with GR<sup>2</sup>T.
Pattern Recognit. Lett., 2014

Extension of GBVS to 3D media.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

GR2T vs L2E with Nuisance Scale.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Generalised relaxed Radon transform (GR<sup>2</sup>T) for robust inference.
Pattern Recognit., 2013

Bayesian 3D shape from silhouettes.
Digit. Signal Process., 2013

Robust Bayesian fitting of 3D morphable model.
Proceedings of the Conference on Visual Media Production 2013, 2013

On creating a 2D & 3D visual saliency dataset.
Proceedings of the ACM Symposium on Applied Perception 2013, 2013

2012
On Using Anisotropic Diffusion for Skeleton Extraction.
Int. J. Comput. Vis., 2012

Extrinsic camera parameters estimation for shape-from-depths.
Proceedings of the 20th European Signal Processing Conference, 2012

Mean shift algorithm for robust rigid registration between Gaussian Mixture Models.
Proceedings of the 20th European Signal Processing Conference, 2012

Shape model fitting algorithm without point correspondence.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Bayesian Shape from Silhouettes.
Proceedings of the Computational Intelligence for Multimedia Understanding, 2011

2010
Synthesizing structured image hybrids.
ACM Trans. Graph., 2010

3D shape estimation from silhouettes using mean-shift.
Proceedings of the IEEE International Conference on Acoustics, 2010

Skeleton Extraction via Anisotropic Heat Flow.
Proceedings of the British Machine Vision Conference, 2010

2009
Statistical Hough Transform.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Synchronized real-time multi-sensor motion capture system.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009

Robust Panning Analysis for Slideshow Detection in Video Databases.
Proceedings of the 13th International Machine Vision and Image Processing Conference, 2009

Estimating 3D Scene Flow from Multiple 2D Optical Flows.
Proceedings of the 13th International Machine Vision and Image Processing Conference, 2009

3D Head Reconstruction Using Multi-camera Stream.
Proceedings of the 13th International Machine Vision and Image Processing Conference, 2009

2008
Introduction to Bayesian Methods and Decision Theory.
Proceedings of the Machine Learning Techniques for Multimedia, 2008

Improving the Quality of Color Colonoscopy Videos.
EURASIP J. Image Video Process., 2008

Bayesian classification for the Statistical Hough transform.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Action Recognition in Multimedia Streams.
Proceedings of the Multimodal Processing and Interaction, Audio, Video, Text, 2008

2007
Automated colour grading using colour distribution transfer.
Comput. Vis. Image Underst., 2007

2006
Browsing sports video: trends in sports-related indexing and retrieval work.
IEEE Signal Process. Mag., 2006

2005
Exploiting temporal discontinuities for event detection and manipulation in video streams.
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Classification and representation of semantic content in broadcast tennis videos.
Proceedings of the 2005 International Conference on Image Processing, 2005

Off-line multiple object tracking using candidate selection and the Viterbi algorithm.
Proceedings of the 2005 International Conference on Image Processing, 2005

N-Dimensional Probablility Density Function Transfer and its Application to Colour Transfer.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004
A Bayesian approach to object detection using probabilistic appearance-based models.
Pattern Anal. Appl., 2004

Inlier modeling for multimedia data analysis.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Modeling high level structure in sports with motion driven HMMs.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A New Robust Technique for Stabilizing Brightness Fluctuations in Image Sequences.
Proceedings of the Statistical Methods in Video Processing, 2004

Semantic Event Detection in Sports Through Motion Understanding.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003
Sport video shot segmentation and classification.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Joint audio visual retrieval for tennis broadcasts.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2001
Unsupervised statistical detection of changing objects in camera-in-motion video.
Proceedings of the 2001 International Conference on Image Processing, 2001


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