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10th IPTA 2020: Paris, France
- Tenth International Conference on Image Processing Theory, Tools and Applications, IPTA 2020, Paris, France, November 9-12, 2020. IEEE 2020, ISBN 978-1-7281-8750-1

- Pauline Puteaux, William Puech

:
Localization and Correction of Corrupted Pixel Blocks in Noisy Encrypted Images. 1-6 - Zoé Lambert, Caroline Petitjean, Bernard Dubray, Su Ruan:

SegTHOR: Segmentation of Thoracic Organs at Risk in CT images. 1-6 - Rui Lourenço, Daniel Rivero-Castillo, Lucas A. Thomaz

, Pedro A. Amado Assunção
, Luis M. N. Tavora
, Sérgio M. M. de Faria
:
4D Light Field Disparity Map estimation using Krawtchouk Polynomials. 1-6 - Djamila Romaissa Beddiar

, Mourad Oussalah, Brahim Nini, Yazid Bounab:
Fall Detection using Body Geometry in Video Sequences. 1-5 - Saifeddine Rjiba, Thierry Urruty, Pascal Bourdon, Christine Fernandez-Maloigne, Roger Delepaule, Luc-Philippe Christiaens, Rémy Guillevin:

CenterlineNet: Automatic Coronary Artery Centerline Extraction for Computed Tomographic Angiographic Images Using Convolutional Neural Network Architectures. 1-6 - Ali Ahmad, Carole Frindel

, David Rousseau:
Sorting cells from fluorescent markers organization in confocal microscopy: 3D versus 2D images. 1-6 - Yazid Bounab, Mourad Oussalah, Djamila Romaissa Beddiar

:
Impact of Quality Of Images On Users Behavior On Social Media. 1-6 - Yazid Bounab, Mourad Oussalah, Ahlam Ferdenache:

Reconciling Image Captioning and User's Comments for Urban Tourism. 1-6 - Léa Berthomier, Bruno Pradel, Lior Perez:

Cloud Cover Nowcasting with Deep Learning. 1-6 - Cyril Brzenczek, Sophie Mézières, Yann Gaudeau

, Marie Blonski, Fabien Rech, Tiphaine Obara, Luc Taillandier, Jean-Marie Moureaux:
An original MRI-based method to quantify the Diffuse Low-Grade Glioma brain infiltration. 1-6 - Jérémy Chopin

, Jean-Baptiste Fasquel, Harold Mouchère
, Rozenn Dahyot
, Isabelle Bloch:
Semantic image segmentation based on spatial relationships and inexact graph matching. 1-6 - Ehsan Sedgh Gooya, Ayman A. L. Falou, Wissam Kaddah

:
Robust and discriminating face recognition system based on a neural network and correlation techniques. 1-5 - Fei Ye, Adrian G. Bors

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Mixtures of Variational Autoencoders. 1-6 - Daniel Helm, Martin Kampel

:
Single-Modal Video Analysis of Personality Traits using Low-Level Visual Features. 1-6 - Rémi Ratajczak, Carlos Fernando Crispim, Beatrice Fervers

, Elodie Faure, Laure Tougne
:
Semantic Segmentation Post-processing with Colorized Pairwise Potentials and Deep Edges. 1-6 - Rémi Dufour, Cyril Meurie

, Clément Strauss, Olivier Lézoray:
Instance segmentation in fisheye images. 1-6 - Florian Maronnat

, Margaux Seguin, Khalifa Djemal:
Cognitive tasks modelization and description in VR environment for Alzheimer's disease state identification. 1-7 - Zoé Lambert, Carole Le Guyader, Caroline Petitjean:

Analysis of the weighted Van der Waals-Cahn-Hilliard model for image segmentation. 1-6 - Kazi Ahmed Asif Fuad

, Pierre-Etienne Martin
, Romain Giot, Romain Bourqui, Jenny Benois-Pineau, Akka Zemmari:
Features Understanding in 3D CNNs for Actions Recognition in Video. 1-6 - Harsh K. Gandhi, P. Shabari Nath, Rajlaxmi Chouhan:

Image glossiness from curvelet features using SVM-based classification. 1-6 - Rosana El Jurdi

, Thomas Dargent, Caroline Petitjean, Paul Honeine
, Fahed Abdallah
:
Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation. 1-5 - Benjamin Naoto Chiche, Joana Frontera-Pons

, Arnaud Woiselle, Jean-Luc Starck:
Deep Unrolled Network for Video Super-Resolution. 1-6 - Rita Fermanian, Charles Yaacoub

, Adib Akl, Petra Bilane:
Deep Recognition-based Character Segmentation in Handwritten Syriac Manuscripts. 1-6 - Abir Affane, Marie-Ange Lèbre, Utkarsh Mittal

, Antoine Vacavant:
Literature Review of Deep Learning Models for Liver Vessels Reconstruction. 1-6 - Khawla Brahim, Abdul Qayyum, Alain Lalande, Arnaud Boucher, Anis Sakly, Fabrice Mériaudeau:

A 3D deep learning approach based on Shape Prior for automatic segmentation of myocardial diseases. 1-6 - Antoine Jamin, Guillaume Duval, Cédric Annweiler, Pierre Abraham, Anne Humeau-Heurtier

:
Study of the influence of Age: Use of Sample Entropy and CEEMDAN on Navigation Data Acquired from a Bike Simulator. 1-6 - Adrien Chan-Hon-Tong:

Symmetric adversarial poisoning against deep learning. 1-5 - Adel Abdelli

, Rachida Saouli, Khalifa Djemal, Imane Youkana:
Combined Datasets For Breast Cancer Grading Based On Multi-CNN Architectures. 1-7 - Massimiliano Barone:

Robust Image Wafer Inspection. 1-6 - Cecilia Ostertag, Marie Beurton-Aimar

, Muriel Visani, Thierry Urruty
, Karell Bertet:
Predicting Brain Degeneration with a Multimodal Siamese Neural Network *. 1-6 - Noémie Debroux

, Guillaume Lienemann, Benoît Magnin, Carole Le Guyader, Antoine Vacavant:
A Time-Dependent Joint Segmentation and Registration Model: Application to Longitudinal Registration of Hepatic DCE-MRI Sequences. 1-6 - Hugo Gangloff, Emmanuel Monfrini, Christophe Collet, Nabil Chakfé:

Unsupervised segmentation of stents corrupted by artifacts in medical X-ray images. 1-6 - Iyed Trimeche, Florence Rossant, Isabelle Bloch, Michel Pâques:

Fully automatic CNN-based segmentation of retinal bifurcations in 2D adaptive optics ophthalmoscopy images. 1-6 - Fei Ye, Adrian G. Bors

:
Lifelong learning of interpretable image representations. 1-6 - Marcin Kopaczka, Justus Schock, Paul Kruse, Dorit Merhof:

Efficient Deep Face Alignment with Explicit Statistical Shape Models in Convolutional Neural Networks. 1-6 - Stefan Schurischuster, Martin Kampel

:
Image-based Classification of Honeybees. 1-6 - Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Sébastien Bougleux

, Mathieu Salaün, Su Ruan:
Deep learning based automatic detection of uninformative images in pulmonary optical endomicroscopy. 1-5 - Hugo Gangloff, Emmanuel Monfrini, Mohamed Zied Ghariani, Mickaël Ohana, Christophe Collet, Nabil Chakfé:

Improved centerline tracking for new descriptors of atherosclerotic aortas. 1-6 - Anis Amziane

, Olivier Losson
, Benjamin Mathon
, Aurélien Dumenil, Ludovic Macaire
:
Frame-based reflectance estimation from multispectral images for weed identification in varying illumination conditions. 1-7 - Tooba Shams, Pascal Desbarats:

Detection of asian hornet's nest on drone acquired FLIR and color images using deep learning methods. 1-6 - Ayoub Karine, Thibault Napoléon, Jean-Yves Mulot, Yves Auffret:

Video Seals Recognition using Transfer Learning of Convolutional Neural Network. 1-4 - Evgin Göçeri

:
Impact of Deep Learning and Smartphone Technologies in Dermatology: Automated Diagnosis. 1-6 - Paul Dequidt, Pascal Bourdon, Benoit Tremblais

, Carole Guillevin, Benoit Gianelli, Claire Boutet, Jean-Philippe Cottier, Jean-Noël Vallée, Christine Fernandez-Maloigne, Rémy Guillevin:
Assigning a new glioma grade label ground-truth for the BraTS dataset using radiologic criteria. 1-6 - Maryam Hammami, Denis Friboulet, Razmig Kéchichian:

Data augmentation for multi-organ detection in medical images. 1-6 - Thomas Le Couedic, Raphael Caillon, Florence Rossant, Anne Joutel

, Hélène Urien, Rikesh M. Rajani
:
Deep-learning based segmentation of challenging myelin sheaths. 1-6 - Fatemeh Nasiri, Wassim Hamidouche

, Luce Morin, Gildas Cocherel, Nicolas Dhollande:
A Study on the Impact of Training Data in CNN-Based Super-Resolution for Low Bitrate End-to-End Video Coding. 1-5 - Johann Lembach, Ronny Stricker, Horst-Michael Gross:

Efficient Implementation of Regional Mutual Information for the Registration of Road Images. 1-6 - Olga Assainova, Jérémy Rouot, Ehsan Sedgh Gooya:

Taming the curse of dimensionality for perturbed token identification. 1-6

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