Emmanuel Roux

23 papers C 2Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification.
Pattern Recognit. Lett.
Yamil Vindas, Emmanuel Roux, Blaise Kévin Guépié, Marilys Almar, Philippe Delachartre
2025 J jnl
Not every day is a sunny day: Synthetic cloud injection for deep land cover segmentation robustness evaluation across data sources.
CoRR
Sara Mobsite, Renaud Hostache, Laure Berti-Équille, Emmanuel Roux, Joris Guérin
2024 J jnl
Complete Complementary Coded Excitation Scheme for SNR Improvement of 2D Sparse Array Ultrasound Imaging.
IEEE Trans. Biomed. Eng.
Mohamed Tamraoui, Hervé Liebgott, Emmanuel Roux
2024 J jnl
High-accuracy 3D locators tracking in real time using monocular vision.
Mach. Vis. Appl.
C. Elmo Kulanesan, P. Vacher, Laure L. Charleux, Emmanuel Roux
2024 — conf
Leveraging Knowledge Graphs for Earth System Dataset Discovery.
ISWC (3)
Vincent Armant, Felipe Vargas-Rojas, Victoria Agazzi, Jean-Christophe Desconnets, Isabelle Mougenot, Valentina Beretta, Stéphane Debard, Danai Symeonidou, Amira Mouakher, Joris Guérin, Thibault Catry, Emmanuel Roux
2024 J jnl
Trainable pruned ternary quantization for medical signal classification models.
Neurocomputing
Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre
2023 — conf
Deep Embedded Clustering Regularization for Supervised Imbalanced Cerebral Emboli Classification Using Transcranial Doppler Ultrasound.
EUSIPCO
Yamil Vindas, Emmanuel Roux, Blaise Kévin Guépié, Marilys Almar, Philippe Delachartre
2023 J jnl
Guided deep embedded clustering regularization for multifeature medical signal classification.
Pattern Recognit.
Yamil Vindas, Emmanuel Roux, Blaise Kévin Guépié, Marilys Almar, Philippe Delachartre
2022 — conf
An hybrid CNN-Transformer model based on multi-feature extraction and attention fusion mechanism for cerebral emboli classification.
MLHC
Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre
2022 J jnl
Semi-automatic data annotation based on feature-space projection and local quality metrics: An application to cerebral emboli characterization.
Medical Image Anal.
Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre
2020 J jnl
A Mapping Review on Urban Landscape Factors of Dengue Retrieved from Earth Observation Data, GIS Techniques, and Survey Questionnaires.
Remote. Sens.
Renaud Marti, Zhichao Li, Thibault Catry, Emmanuel Roux, Morgan Mangeas, Pascal Handschumacher, Jean Gaudart, Annelise Tran, Laurent Demagistri, Jean-François Faure, José Joaquín Carvajal, Bruna Drumond, Lei Xu, Vincent Herbreteau, Helen Gurgel, Nadine Dessay, Peng Gong
2020 J jnl
Correcting the effect of sampling bias in species distribution modeling - A new method in the case of a low number of presence data.
Ecol. Informatics
Yi Moua, Emmanuel Roux, Frédérique Seyler, Sébastien Briolant
2020 J jnl
Toward an Early Warning System for Health Issues Related to Particulate Matter Exposure in Brazil: The Feasibility of Using Global PM2.5 Concentration Forecast Products.
Remote. Sens.
Emmanuel Roux, Eliane Ignotti, Nelson Bègue, Hassan Bencherif, Thibault Catry, Nadine Dessay, Renata Gracie, Helen Gurgel, Sandra de Sousa Hacon, Mônica A. F. M. Magalhães, Antônio Miguel Vieira Monteiro, Christophe Révillion, Daniel Antunes Maciel Villela, Diego Ricardo Xavier, Christovam Barcellos
2018 — conf
A Semantic-Based Approach for Landscape Identification.
EGC (best of volume)
Anne Toulet, Emmanuel Roux, Anne-Elisabeth Laques, Eric Delaître, Laurent Demagistri, Isabelle Mougenot
2017 — conf
Extraction automatique de paysages en imagerie satellitaire et enrichissement sémantique.
EGC
Anne Toulet, Emmanuel Roux, Anne-Elisabeth Laques, Eric Delaître, Laurent Demagistri, Isabelle Mougenot
2017 J jnl
Regionalization of a Landscape-Based Hazard Index of Malaria Transmission: An Example of the State of Amapá, Brazil.
Data
Zhichao Li, Thibault Catry, Nadine Dessay, Helen Da Costa Gurgel, Cláudio Aparecido de Almeida, Christovam Barcellos, Emmanuel Roux
2016 J jnl
Mapping a Knowledge-Based Malaria Hazard Index Related to Landscape Using Remote Sensing: Application to the Cross-Border Area between French Guiana and Brazil.
Remote. Sens.
Zhichao Li, Emmanuel Roux, Nadine Dessay, Romain Girod, Aurélia Stefani, Mathieu Nacher, Adrien Moiret, Frédérique Seyler
2016 C conf
Mapping soil typologies using geomorphologic features extracted from dem and SAR data: A environmental factor affecting malaria transmission in the Amazon.
IGARSS
Zhichao Li, Thibault Catry, Nadine Dessay, Emmanuel Roux, Frédérique Seyler
2016 C conf
Multi-sensor data fusion for identifying malaria environmental features.
IGARSS
Zhichao Li, Thibault Catry, Nadine Dessay, Emmanuel Roux, Etienne Mahe, Frédérique Seyler
2015 J jnl
Structural knowledge learning from maps for supervised land cover/use classification: Application to the monitoring of land cover/use maps in French Guiana.
Comput. Geosci.
Meriam Bayoudh, Emmanuel Roux, Gilles Richard, Richard Nock
2008 J jnl
Exploring Time Series Retrieved from Cardiac Implantable Devices for Optimizing Patient Follow-Up.
IEEE Trans. Biomed. Eng.
Marie Guéguin, Emmanuel Roux, Alfredo Hernández, Fabienne Porée, Philippe Mabo, Laurence Graindorge, Guy Carrault
2006 J jnl
A Support Method for the Contextual Interpretation of Biomechanical Data.
IEEE Trans. Inf. Technol. Biomed.
Emmanuel Roux, Anne-Pascale Godillon-Maquinghen, Patrice Caulier, Stéphane Bouilland, Denis Bouttens
2005 J jnl
Evaluation of statistical association measures for the automatic signal generation in pharmacovigilance.
IEEE Trans. Inf. Technol. Biomed.
Emmanuel Roux, Frantz Thiessard, Annie Fourrier, Bernard Bégaud, Pascale Tubert-Bitter