Program

IMPORTANT: The conference is scheduled in hybrid mode, on-site (our priority), and virtual for participants who cannot travel due to the covid situation. Due to this situation, all accepted papers will have to be presented in oral mode: 20 minutes (15 minutes for oral presentation and 5 minutes for questions).

Tecnical program: Download PDF version


09-nov
	09h45		Official opening
			Khalifa Djemal, William Puech, Jean-Yves Didier, University Paris-Saclay / University of Montpellier

	10h00	Tutorial T1	Image quality assessment and saliency modelling
			Liu Hantao, Cardiff University, UK
		Chairs	Aladine Chetouani, University of Orléans

	11h00		Coffee break

	11h30	Tutorial T2	Computer-Aided Diagnosis on Medical Images : Application to neurodegenerative diseases classification tasks
			Mouloud Adel, Aix-Marseille University, France
		Chairs	Caroline Petitjean, University of Rouen

	12h30		Lunch


Special Session 1	14h00	Title	Advances in variational image processing
		Chairs	Noémie Debroux, Marie-Ange Lebre, Odyssée Merveille, Antoine Vacavant, University of Clermont Auvergne / CREATIS Lyon

Invited speaker 1	14h05	Title	Unfolding proximal algorithms
			Jean-Christophe Pesquet, University of Paris Saclay, France

	15h00	P29	Analysis of the weighted Van der Waals-Cahn-Hilliard model for image segmentation
			Carole Le Guyader, Zoé Lambert, Caroline Petitjean

	15h20	P28	A Time-Dependent Joint Segmentation and Registration Model: Applications to Longitudinal Registration of Hepatic DCE-MRI Sequences
			Noémie Debroux , Carole Le Guyader, Guillaume Lienemann, Benoît Magnin, Antoine Vacavant

	15h40	P13	Frame-based reflectance estimation from multispectral images for weed identification in varying illumination conditions
			Anis Amziane, Olivier Losson, Benjamin Mathon, Aurélien Dumenil, Ludovic Macaire

	16h00	P58	Semantic Segmentation Post-processing with Colorized Pairwise Potentials and Deep Edges
			Rémi Ratajczak, Carlos F Crispim-Junior, Béatrice Fervers, Elodie Faure, Laure Tougne

	16h20		Coffee break

	16h40	Tutorial T3	Deep learning for medical imaging analysis (and beyond): latest advances and recipes for success
			Oge Marque, Florida Atlantic Universitys,USA
		Chairs	Rachid Jennane, University of Orléans

		18h00 -19h00	Welcome Koctail - Music meets Science group (François Pineau-Benois: Violon & Mark Drobinsky: Cello)

10-nov

Oral Session 1		Title	Machine Learning Methods for Images and Video Analysis
		Chairs	Antoine Vacavant, University of Clermont Auvergne

	08h40	P16	Sorting cells from fluorescent markers organization in confocal microscopy: 3D versus 2D images
			Ali Ahmad, Carole Frindel, David ROUSSEAU

	09h00	P18	Mixtures of Variational Autoencoders
			Fei Ye, Adrian Bors

	09h20	P22	Instance segmentation in fisheye images
			Rémi Dufour, Cyril Meurie, Clément Strauss, Olivier Lézoray

	09h40	P24	Literature Review of Deep Learning Models for Liver Vessels Reconstruction
			Abir Affane, Marie-Ange LEBRE, Utkarsh Mittal, Antoine Vacavant

	10h00	P33	Video Seals Recognition using Transfer Learning of Convolutional Neural Network
			Ayoub Karine, Thibault Napoléon, jean-yves mulot, yves auffret

	10h20		Coffee break

Oral Session 2		Title	Machine Learning Methods and applications
		Chairs	Adrian Bors, University of York

	10h40	P38	Efficient Deep Face Alignment with Explicit Statistical Shape Models in Convolutional Neural Networks
			Marcin Kopaczka, Justus Shock, Paul kruse, Dorit Merhof

	11h00	P50	CenterlineNet: Automatic Coronary Artery Centerline Extraction for Computed Tomographic Angiographic Images
			Using Convolutional Neural Network Architectures
			Saifeddine RJIBA, Thierry Urruty, Pascal Bourdon, Christine Fernandez-Maloigne, Roger Delepaul, Luc-Philippe CHRISTIAENS, Remy Guillevin

	11h20	P19	Lifelong learning of interpretable image representations
			Fei Ye, Adrian Bors

	11h40	P56	A STUDY ON THE IMPACT OF TRAINING DATA IN CNN-BASED SUPER-RESOLUTION FOR LOW BITRATE END-TO-END VIDEO CODING
			Fatemeh NASIRI, Wassim Hamidouche, Luce Morin, Nicolas Dhollande, Gilda Cochorel

	12h00	P59	Deep-learning based segmentation of challenging myelin sheaths
			Raphael JG Caillon, Thomas Le Couédic, Florence Rossant, Hélène Urien, Anne Joutel, Rikesh Rajani

	12h30		Lunch

Invited Speaker 2	14h00	Title	Adversarial attacks on image classifiers
			Andrea CAVALLARO, Queen Mary University, UK
		Chairs	William Puech, University of Montpellier

Oral Session 3		Title	Image and video processing
		Chairs	Dionysis Goularas, University of Yedetipe

	15h00	P25	An original MRI-based method to quantify the Diffuse Low-Grade Glioma brain infiltration
			Cyril Brzenczek, Sophie Mézières, Yann Gaudeau, Marie Blonski, Fabien Rech, Tiphaine Obara, Luc Taillandier, Jean-Marie Moureaux

	15h20	P6	Localization and Correction of Corrupted Pixel Blocks in Noisy Encrypted Images
			Pauline Puteaux, William Puech

	15h40	P75	Image glossiness from curvelet features using SVM-based classification
			Harsh Gandhi, P. Shabari Nath, Rajlaxmi Chouhan

	16h00	P68	Efficient Implementation of Regional Mutual Information for the Registration of Road Images
			Johann Lembach, Ronny Stricker, Horst-Michael Groß

	16h20		Coffee break

Oral Session 4		Title	Pattern recognition and computer vision
		Chairs	Mourad Oussalah, University of Oulu

	16h40	P60	4D LIGHT FIELD DISPARITY MAP ESTIMATION USING KRAWTCHOUK POLYNOMIALS
			Rui Lourenco, Daniel Rivero-Castillo, Lucas Thomaz, Pedro Amado Assuncao, Sergio Faria, Luís Távora

	17h00	P42	Reconciling Image Captioning and User’s Comments for Urban Tourism
			Yazid Bounab, Mourad Oussalah, Ahlam Ferdenache

	17h20	P64	Single-Modal Video Analysis of Personality Traits using Low-Level Visual Features
			Daniel Helm, Martin Kampel

	17h40	P65	Image-based Classification of Honeybees
			Stefan Schurischuster, Martin Kampel

11-nov

Special Session 2	09h25	Title	Advanced Computational Intelligence in Medical and Biomedical Imaging
		Chairs	Yu Guo, Su Ruan, University of Rouen

	09h30	P27	Data augmentation for multi-organ detection in medical images
			Maryam Hammami, Denis Friboulet, razmig kechichian

	09h50	P37	Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation
			Rosana El Jurdi, Thomas Dargent, Caroline Petitjean, Paul Honeine

	10h10	P39	SegTHOR: Segmentation of Thoracic Organs at Risk in CT images
			Zoé Lambert, Caroline Petitjean, Bernard Dubray, Su Ruan

	10h30		Coffee break

	11h00	P55	Assigning a new glioma grade label groundtruth for the BraTS dataset using radiologic criteria
			Paul Dequidt, Pascal Bourdon, Carole Guillevin, Benoit Gianelli, Claire Boutet, Jean-Philippe Cottier, Jean-Noël Vallée, Christine Fernandez-Maloigne, Remy Guillevin

	11h20	P61	A 3D deep learning approach based on Shape Prior for automatic segmentation of myocardial diseases
			Fabrice MERIAUDEAU, Khawla BRAHIM, Alain Lalande, Arnaud Boucher, Anis Sakly, Abdul Qayyum

	11h40	P66	Deep learning based automatic detection of uninformative images in pulmonary optical endomicroscopy
			Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Sébastien Bougleux, Mathieu Salaun, Su Ruan

	12h30		Lunch

Invited Speaker 3	14h00	Title	Video Recognition from Large and Weakly-Labeled Image Datasets
			Eric GRANGER, University of Québec, Canada
		Chairs	Mouloud Adel, Aix-Marseille University

Oral Session 5		Title	Segmentation and video analysis based deep Learning approaches
		Chairs	Jenny Benois-Pineau, University of Bordeaux

	15h00	P71	Deep Recognition-based Character Segmentation in Handwritten Syriac Manuscripts
			Rita Fermanian, Charles Yaacoub, Adib Akl, Petra Bilane

	15h20	P69	Deep Unrolled Network for Video Super-Resolution
			Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera Pons, Jean-Luc Starck

	15h40	P70	Robust and discriminating face recognition system based on a neural network and correlation techniques
			Ehsan Sedgh Gooya, Ayman AL FALOU

	16h00	P74	Features Understanding in 3D CNNs for Actions Recognition in Video
			Kazi Ahmed Asif Fuad, Pierre-Etienne Martin, Romain Giot, Romain Bourqui, Jenny Benois-Pineau, Akka Zemmari

	16h20		Coffee break

Oral Session 6		Title	Deep Learning applications
		Chairs	Caroline Petitjean, University of Rouen

	16h40	P62	Fully automatic CNN-based segmentation of retinal bifurcations in 2D adaptive optics ophthalmoscopy images
			Iyed Trimeche, Florence Rossant, Isabelle Bloch, Michel Paques

	17h00	P8	Symmetric adversarial poisoning against deep learning
			Adrien CHAN-HON-TONG

	17h20	P57	Detection of asian hornet's nest on drone acquired FLIR and color images using deep learning methods
			Tooba Shams, Pascal Desbarats

	17h40	P47	Impact of Deep Learning and Smartphone Technologies in Dermatology: Automated Diagnosis
			Evgin Göçeri

	18h00	P10	Cloud Cover Nowcasting with Deep Learning
			Léa Berthomier, Bruno Pradel

12-nov

Oral Session 7		Title	Pattern recognition and computer vision
		Chairs	Rostom Kachouri, ESIEE

	08h40	P52	Semantic image segmentation based on spatial relationships and inexact graph matching
			Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Rozenn Dahyot, Isabelle Bloch

	09h00	P35	Fall Detection using Body Geometry in Video Sequences
			Djamila Romaissa Beddiar, Mourad Oussalah, Brahim Nini, Yazid Bounab

	09h20	P15	Unsupervised segmentation of stents corrupted by artifacts in medical X-ray images
			Hugo Gangloff, Emmanuel Monfrini, Christophe Collet, Nabil Chakfe

	09h40	P53	Predicting Brain Degeneration with a Multimodal Siamese Neural Network
			Cecilia Ostertag, Marie Beurton-Aimar, Muriel Visani, Thierry Urruty, Karell Bertet

	10h00	P48	Combined Datasets For Breast Cancer Grading Based On Multi-CNN Architectures
			Adel Abdelli, Rachida Saouli, Khalifa Djemal, Imane Youkana

	10h20		Coffee break

Oral Session 8		Title	Image description and localization
		Chairs	Jean-Yves Didier, University of Paris-Saclay

	10h40	P54	Taming the curse of dimensionality for perturbed token identification
			Olga Assainova, Jérémy Rouot, Ehsan Sedgh-Gooya

	11h00	P67	Cognitive tasks modelization and description in VR environment for Alzheimer’s disease state identification.
			Florian Maronnat, Margaux Seguin, Khalifa Djemal

	11h20	P41	Impact of Quality Of Images On Users Behavior On Social Media
			Yazid Bounab, Mourad Oussalah, Djamila Romaissa Beddiar

	11h40	P49	Robust Image Wafer Inspection
			Massimiliano Barone

	12h00	P51	Study of the influence of Age: Use of Sample Entropy and CEEMDAN on Navigation Data Acquired from a Bike Simulator
			Antoine JAMIN, Guillaume DUVAL, Cédric ANNWEILER, Pierre ABRAHAM, Anne HUMEAU-HEURTIER

	12h20	P17	Improved centerline tracking for new descriptors of atherosclerotic aortas
			Hugo Gangloff, Emmanuel Monfrini, Mohamed Zied Ghariani, Mickaël Ohana, Christophe Collet, Nabil Chakfe

	12h40		Closing