Florence Rossant

Professor (ISEP)

Florence Rossant is Professor at ISEP. She is specialized in image processing, applied in various application fields, especially in ophthalmology: image segmentation, shape and texture characterization, pattern recognition, classification, information modeling, etc. She has proposed image processing methods for the segmentation of retinal structures in different image modalities (adaptive optics, optical coherent tomography, ...) and the extraction of morphometric features for clinical studies.

Publications

Detection and Tracking of the Pores of the Lamina Cribrosa in Three Dimensional SD-OCT Data

Florence Rossant, Kate Grieve, Stéphanie Zwilinger, Michel Paques

ACIVS 2017, Antwerp, Belgium, September 2017

Antwerp, Belgium, 23rd November 2017

> https://link.springer.com/chapter/10.1007/978-3-319-70353-4_55

Automated Analysis of Directional Optical Coherence Tomography Images

Florence Rossant, Kate Grieve, Michel Paques

ICIAR'17, Montreal, Canada, July 2017, vol. LNCS 10317, pp 524-532

Montreal, Canada, 2nd June 2017

> https://link.springer.com/chapter/10.1007/978-3-319-59876-5_58

Parallel Double Snakes. Application to the segmentation of retinal layers in 2D-OCT for pathological subjects

Florence Rossant, I. Bloch, I. Ghorbel, Michel Paques

Pattern Recognition 48 (2015), pp. 3857-3870

2015

> https://www.sciencedirect.com/science/article/pii/S0031320315002319

Unsupervised Approaches for the Segmentation of Dry ARMD Lesions in Eye Fundus cSLO Images

Clément Royer, Jérémie Sublime, Florence Rossant, Michel Paques

Journal of Imaging

1st August 2021

> https://www.mdpi.com/2313-433X/7/8/143

Neurovascular coupling in the human retina evaluated by adaptive optics ophthalmoscopy

Daniela Castro Farías, Carlo Lavia, Florence Rossant, Michel Paques

Investigative Ophthalmology & Visual Science

21st June 2021

> https://iovs.arvojournals.org/article.aspx?articleid=2773947

Normalization of series of fundus images to monitor the geographic atrophy growth in dry age-related macular degeneration

Florence Rossant, Michel Paques

Computer Methods and Programs in Biomedicine

12th June 2021

> https://doi.org/10.1016/j.cmpb.2021.106234

Adaptive optics ophthalmoscopy: a systematic review of vascular biomarkers

Elise Bakker, Felix Anne Dikland, Roan van Bakel, Danilo Andrade De Jesus, Luisa Sanchez Brea, Stefan Klein, Theo van Walsum, Florence Rossant, Daniela Castro Farías, Kate Grieve, Michel Paques

Survey of Ophthalmology

Elsevier, 6th June 2021

> https://doi.org/10.1016/j.survophthal.2021.05.012

High-resolution imaging of retinal vasculitis by flood illumination adaptive optics ophthalmoscopy: A follow-up study

Marie-Hélène Errera, Marthe Laguarrigue, Florence Rossant, Edouard Koch, Celine Chaumette, Christine Fardeau, Mark Westcott, José-Alain Sahel, Bahram Bodaghi, Jonathan Benesty, Michel Paques

Ocular immunology and inflammation

16th November 2020

> https://hal.sorbonne-universite.fr/hal-02426467/file/Errera%20et%20al.%20-%202019%20-%20High-Resolution%20Imaging%20of%20Retinal%20Vasculitis%20by%20F.pdf

Fully automatic CNN-based segmentation of retinal bifurcations in 2D adaptive optics ophthalmoscopy images

Iyed Trimeche, Florence Rossant, Isabelle Bloch, Michel Paques

9th November 2020

> https://hal.archives-ouvertes.fr/hal-02925043/document

Attenuation outer retinal bands on optical coherence tomography following macular edema: a possible manifestation of photoreceptor misalignment

Michel Paques, Florence Rossant, Lucia Finocchio, Kate Grieve, José-Alain Sahel, Alexandre Pedinielli, Sarah Mrejen

Retina

1st November 2020

> https://doi.org/10.1097/IAE.0000000000002738

Retinal micro-vascular network: data and model

L Julien, J Ventre, P-Y Lagrée, A Ramkhelawon, Florence Rossant, Michael Atlan, Michel Paques, J-M Fullana

Computer Methods in Biomechanics and Biomedical Engineering

19th October 2020

> https://doi.org/10.1080/10255842.2020.1812854

Unsupervised change detection using joint autoencoders for age-related macular degeneration progression

Guillaume Dupont, Ekaterina Kalinicheva, Jérémie Sublime, Florence Rossant, Michel Paques

International Conference on Artificial Neural Networks

15th September 2020

> https://hal.archives-ouvertes.fr/hal-02963848/document

Attenuation Outer Retinal Bands on Optical Coherence Tomography Following Macular EDEMA

Michel Paques, Florence Rossant, Lucia Finocchio , Kate Grieve, José-Alain Sahel, Alexandre Pedinielli, Sarah Mrejen

A Possible Manifestation of Photoreceptor Misalignment

7th January 2020

> https://pubmed.ncbi.nlm.nih.gov/31922497/

> https://doi.org/10.1097/IAE.0000000000002738

New article published in IEEE Transactions in Biomedical Engineering

Florence Rossant, Kate Grieve, Michel Paques

"Highlighting directional reflectance properties of retinal substructures from D-OCT images" IEEE Transactions on Biomedical Engineering ( Early Access ) February 2019.

November 2019

> https://doi.org/10.1109/TBME.2019.2900425

Segmentation of Retinal Arterial Bifurcations in 2D Adaptive Optics Ophthalmoscopy Images

Iyed Trimeche, Florence Rossant, I. Bloch, Michel Paques

Segmentation of retinal arterial bifurcations in 2D adaptive optics ophthalmoscopy images, IEEE International Conference on Image Processing ICIP'19, Taipei, Taiwan, September 2019.

Taipei, Taiwan, 26th August 2019

> https://ieeexplore.ieee.org/document/8803076

Directional variability of fundus lesions in acute macular neuroretinopathy

C. Bottin, Kate Grieve, Florence Rossant, A. Pedinielli, Sarah Mrejen, Michel Paques

Retin Cases Brief Rep. 2018 Fall;12 Suppl 1:S19-S24. doi: 10.1097/ICB.0000000000000701.

2018

> https://journals.lww.com/retinalcases/Citation/2018/01241/DIRECTIONAL_VARIABILITY_OF_FUNDUS_REFLECTANCE_IN.6.aspx

Adaptive optics ophthalmoscopy: Application to age-related macular degeneration and vascular diseases

Michel Paques, Serge Meimon, Florence Rossant, David Rosenbaum, Sarah Mrejen, Florian Sennlaub, Kate Grieve

Prog Retin Eye Res. 2018;66:1-16.

1st September 2018

> https://www.ncbi.nlm.nih.gov/pubmed/30010022

> https://doi.org/https://doi.org/10.1016/j.pretey

Adaptive optics opthalmoscopy of dry age-related macular degeneration and vascular diseases

Michel Paques, Serge Meimon, Sarah Mrejen, Florence Rossant, D. Rosenbaum, F. Sennlaub, Kate Grieve

Prog Retin Eye Res. 2018 Sep;66:1-16. doi: 10.1016/j.preteyeres.2018.07.001. Epub 2018 Jul 17.

September 2018

> https://www.sciencedirect.com/science/article/pii/S1350946217300782

Retinal Arterioles Remodeling Assessed By Adaptive Optics In Elderly Hypertensives With Controlled Blood Pressure

D. Rosenbaum, A. Gallo, A. Mattina, Edouard Koch, Florence Rossant, N. Kachenoura, Michel Paques, A. Redheuil, O. Hanon, X Girerd

Journal of Hypertension 35, 2017, e18-e19

September 2017

> https://journals.lww.com/jhypertension/Abstract/2017/09002/_OP_2C_04__RETINAL_ARTERIOLES_REMODELING_ASSESSED.56.aspx

Segmentation of retinal vessels in adaptive optics images for assessment of vasculitis

M. Lagarrigue-Charbonnier, Florence Rossant, I. Bloch, Michel Paques, Marie-Hélène Errera

IEEE 6th International Conference on Image Processing Theory, Tools and Applications (IPTA'16)

Oulu, Finland, December 2016

> https://www.researchgate.net/publication/312561240_Segmentation_of_retinal_vessels_in_adaptive_optics_images_for_assessment_of_vasculitis

Fully Automatic Method For Segmenting Retinal Artery Walls in Adaptive Optics Images

N. Lermé, Florence Rossant, I. Bloch, Michel Paques, Edouard Koch, J. Benesty, A

Pattern Recognition Letters, 2016, Vol. 72, pp 72-81.

10th October 2015

> https://www.sciencedirect.com/science/article/abs/pii/S0167865515003621

Segmentation of Retinal Arteries in Adaptive Optics Images

N. Lermé, Florence Rossant, I. Bloch, Michel Paques, Edouard Koch

International Conference on Pattern Recognition (ICPR 2014), pp 574-578

Stockholm, Sweden, August 2014 , Best Scientific Paper Award, Track Biomedical Image Analysis.

> https://ieeexplore.ieee.org/document/6976819/