David Rousseau

120 papers A* 1A 1B 2C 2Journal 74Unranked 39

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI4X Roadmap: Artificial Intelligence for the advancement of scientific pursuit and its future directions. CoRR Stephen G. Dale, Nikita Kazeev, Alastair J. A. Price, Victor Posligua, Stephan Roche, O. Anatole von Lilienfeld, Konstantin S. Novoselov, Xavier Bresson, Gianmarco Mengaldo, Xudong Chen, Terence J. O'Kane, Emily R. Lines, Matthew J. Allen, Amandine E. Debus, Clayton Miller, Jiayu Zhou, Hiroko H. Dodge, David Rousseau, Andrey Ustyuzhanin, Ziyun Yan, Mario Lanza, Fabio Sciarrino, Ryo Yoshida, Zhidong Leong, Teck Leong Tan, Qianxiao Li, Adil Kabylda, Igor Poltavsky, Alexandre Tkatchenko, Sherif Abdulkader Tawfik, Prathami Divakar Kamath, Théo Jaffrelot Inizan, Kristin A. Persson, Bryant Y. Li, Vir Karan, Chenru Duan, Haojun Jia, Qiyuan Zhao, Hiroyuki Hayashi, Atsuto Seko, Isao Tanaka, Omar M. Yaghi, Tim Gould, Bun Chan, Stefan Vuckovic, Tianbo Li, Min Lin, Zehcen Tang, Yang Li, Yong Xu, Amrita Joshi, Xiaonan Wang, Leonard W. T. Ng, Sergei V. Kalinin, Mahshid Ahmadi, Jiyizhe Zhang, Shuyuan Zhang, Alexei A. Lapkin, Ming Xiao, Zhe Wu, Kedar Hippalgaonkar, Limsoon Wong, Lorenzo Bastonero, Nicola Marzari, Dorye Luis Esteras Cordoba, Andrei Tomut, Alba Quinones Andrade, Jose-Hugo Garcia
2025	J	`jnl`	Biology-driven assessment of deep learning super-resolution imaging of the porosity network in dentin. CoRR Lauren Anderson, Lucas Chatelain, Nicolas Tremblay, Kathryn Grandfield, David Rousseau, Aurélien Gourrier
2025	J	`jnl`	Enderscope.py: A library for computational imaging using the EnderScope automated microscope. SoftwareX Sirine Gharbi, Emeric Poiraud, Hugo Le Guenno, Erwan Grandgirard, Charly Rousseau, Niamh Burke, Jerome Mutterer, David Rousseau
2025	J	`jnl`	Heart rates, facial expressions and self-reports: a multimodal longitudinal approach of learners' emotions in the foreign language classroom. Frontiers Artif. Intell. Delphine Guedat-Bittighoffer, Abderrazzaq Moufidi, Jean-Marc Dewaele, David Rousseau, Hugo Voyneau, Pejman Rasti
2025	J	`jnl`	Online Simplex-Structured Matrix Factorization. IEEE Signal Process. Lett. Hugues Kouakou, José Henrique de Morais Goulart, Raffaele Vitale, Thomas Oberlin, David Rousseau, Cyril Ruckebusch, Nicolas Dobigeon
2025	J	`jnl`	Spectrum and Evolution of Systems Engineering's Guiding Propositions. Syst. Eng. David Rousseau, Michael Pennotti, Peter Brook
2025	J	`jnl`	Toward comprehensive short utterances manipulations detection in videos. Multim. Tools Appl. Abderrazzaq Moufidi, David Rousseau, Pejman Rasti
2025	J	`jnl`	Towards impactful challenges: post-challenge paper, benchmarks and other dissemination actions. J. Data-centric Mach. Learn. Res. David Rousseau, Antoine Marot, Zhen Xu
2025	J	`jnl`	Unlocking Zero-Shot Plant Segmentation with Pl@ntNet Intelligence. CoRR Simon Ravé, Jean-Christophe Lombardo, Pejman Rasti, Alexis Joly, David Rousseau
2024	J	`jnl`	FAIR Universe HiggsML Uncertainty Challenge Competition. CoRR Wahid Bhimji, Paolo Calafiura, Ragansu Chakkappai, Yuan-Tang Chou, Sascha Diefenbacher, Jordan Dudley, Steven Farrell, Aishik Ghosh, Isabelle Guyon, Chris Harris, Shih-Chieh Hsu, Elham E Khoda, Rémy Lyscar, Alexandre Michon, Benjamin Nachman, Peter Nugent, Mathis Reymond, David Rousseau, Benjamin Sluijter, Benjamin Thorne, Ihsan Ullah, Yulei Zhang
2024	—	`conf`	Multimodal Deepfake Detection for Short Videos. IMPROVE Abderrazzaq Moufidi, David Rousseau, Pejman Rasti
2024	—	`conf`	On the Use of Spatial and Spectral Redundancy to Speed-Up Brillouin Micro-Imaging. EUSIPCO Leo Brechet, Valentin Gilet, Matthieu Loumaigne, Nizar Bouhlel, Guillaume Mabilleau, David Rousseau
2024	—	`conf`	On-the-Fly Spectral Unmixing for Real-Time Hyperspectral Data Analysis. WHISPERS Hugues Kouakou, José Henrique de Morais Goulart, Raffaele Vitale, Thomas Oberlin, David Rousseau, Cyril Ruckebusch, Nicolas Dobigeon
2024	—	`conf`	Online Bayesian Adaptive Sampling for Nonlinear Model: Application to Plant Phenotyping. EUSIPCO Félix Mercier, Nizar Bouhlel, Angelina El Ghaziri, David Rousseau
2024	J	`jnl`	PLANesT-3D: A new annotated dataset for segmentation of 3D plant point clouds. CoRR Kerem Mertoglu, Yusuf Salk, Server Karahan Sarikaya, Kaya Turgut, Yasemin Evrenesoglu, Hakan Çevikalp, Ömer Nezih Gerek, Helin Dutagaci, David Rousseau
2024	—	`conf`	RGB-Depth Imaging for High-Throughput Monitoring of Plant Growth. IMPROVE David Rousseau
2024	J	`jnl`	The evolution of systems engineering as a transdiscipline. Syst. Eng. Michael Pennotti, Peter Brook, David Rousseau
2024	—	`conf`	Toward Objective Variety Testing Score Based on Computer Vision and Unsupervised Machine Learning: Application to Apple Shape. IMPROVE Mouad Zine El Abidine, Helin Dutagaci, Pejman Rasti, Maria José Aranzana, Christian Dujak, David Rousseau
2023	—	`conf`	A Novel Autoencoders-LSTM Model for Stroke Outcome Prediction Using Multimodal MRI Data. ISBI Nima Hatami, Laura Mechtouff, David Rousseau, Tae-Hee Cho, Omer Faruk Eker, Yves Berthezene, Carole Frindel
2023	J	`jnl`	A Novel Autoencoders-LSTM Model for Stroke Outcome Prediction using Multimodal MRI Data. CoRR Nima Hatami, Laura Mechtouff, David Rousseau, Tae-Hee Cho, Omer Faruk Eker, Yves Berthezene, Carole Frindel
2023	J	`jnl`	AI Competitions and Benchmarks: towards impactful challenges with post-challenge papers, benchmarks and other dissemination actions. CoRR Antoine Marot, David Rousseau, Zhen Xu
2023	J	`jnl`	Attention-Based Fusion of Ultrashort Voice Utterances and Depth Videos for Multimodal Person Identification. Sensors Abderrazzaq Moufidi, David Rousseau, Pejman Rasti
2023	—	`conf`	Difficulty Metrics Study for Curriculum-Based Deep Learning in the Context of Stroke Lesion Segmentation. ISBI Juliette Moreau, Laura Mechtouff, David Rousseau, Tae-Hee Cho, Omer Faruk Eker, Yves Berthezene, Carole Frindel
2023	J	`jnl`	Exact Rényi and Kullback-Leibler Divergences Between Multivariate $t$-Distributions. IEEE Signal Process. Lett. Nizar Bouhlel, David Rousseau
2023	J	`jnl`	Growth Data - An automatic solution for seedling growth analysis via RGB-Depth imaging sensors. SoftwareX Geoffroy Couasnet, Mathis Cordier, Hadhami Garbouge, Félix Mercier, David Pierre, Angelina El Ghaziri, Pejman Rasti, David Rousseau
2023	J	`jnl`	On the Importance of Non-Gaussianity in Chlorophyll Fluorescence Imaging. Remote. Sens. Angelina El Ghaziri, Nizar Bouhlel, Natalia Sapoukhina, David Rousseau
2023	J	`jnl`	On the Use of Circadian Cycles to Monitor Individual Young Plants. Remote. Sens. Mathis Cordier, Cindy Torres, Pejman Rasti, David Rousseau
2023	J	`jnl`	Ordinalysis: Interpretability of multidimensional ordinal data. SoftwareX Mouad Zine El Abidine, Helin Dutagaci, David Rousseau
2023	—	`conf`	PLANesT-3D: A New Annotated Data Set of 3D Color Point Clouds of Plants. SIU Kerem Mertoglu, Yusuf Salk, Server Karahan Sarikaya, Kaya Turgut, Yasemin Evrenosoglu, Hakan Çevikalp, Ömer Nezih Gerek, Helin Dutagaci, David Rousseau
2023	—	`conf`	Parameter Estimation of the Normal Ratio Distribution with Variational Inference. EUSIPCO Nizar Bouhlel, Félix Mercier, Angelina El Ghaziri, David Rousseau
2023	J	`jnl`	The Tracking Machine Learning Challenge: Throughput Phase. Comput. Softw. Big Sci. Sabrina Amrouche, Laurent Basara, Paolo Calafiura, Dmitry Emeliyanov, Victor Estrade, Steven Farrell, Cécile Germain, Vladimir Vava Gligorov, Tobias Golling, Sergey Gorbunov, Heather M. Gray, Isabelle Guyon, Mikhail Hushchyn, Vincenzo Innocente, Moritz Kiehn, Marcel Kunze, Edward Moyse, David Rousseau, Andreas Salzburger, Andrey Ustyuzhanin, Jean-Roch Vlimant
2023	J	`jnl`	Toward more frugal models for functional cerebral networks automatic recognition with resting-state fMRI. CoRR Lukman E. Ismaila, Pejman Rasti, Jean-Michel Lemée, David Rousseau
2022	J	`jnl`	A Common Tracking Software Project. Comput. Softw. Big Sci. Xiaocong Ai, Corentin Allaire, Noemi Calace, Angéla Czirkos, Markus Elsing, Irina Ene, Ralf Farkas, Louis-Guillaume Gagnon, Rocky Garg, Paul Gessinger, Hadrien Grasland, Heather M. Gray, Christian Gumpert, Julia Hrdinka, Benjamin Huth, Moritz Kiehn, Fabian Klimpel, Bernadette Kolbinger, Attila Krasznahorkay, Robert Langenberg, Charles Leggett, Georgiana Mania, Edward Moyse, Joana Niermann, Joseph D. Osborn, David Rousseau, Andreas Salzburger, Bastian Schlag, Lauren Tompkins, Tomohiro Yamazaki, Beomki Yeo, Jin Zhang
2022	J	`jnl`	A Generic Formula and Some Special Cases for the Kullback-Leibler Divergence between Central Multivariate Cauchy Distributions. Entropy Nizar Bouhlel, David Rousseau
2022	—	`book`	Artificial Intelligence for High Energy Physics Paolo Calafiura, David Rousseau, Kazuhiro Terao
2022	—	`conf`	CNN-LSTM Based Multimodal MRI and Clinical Data Fusion for Predicting Functional Outcome in Stroke Patients. EMBC Nima Hatami, Tae-Hee Cho, Laura Mechtouff, Omer Faruk Eker, David Rousseau, Carole Frindel
2022	J	`jnl`	CNN-LSTM Based Multimodal MRI and Clinical Data Fusion for Predicting Functional Outcome in Stroke Patients. CoRR Nima Hatami, Tae-Hee Cho, Laura Mechtouff, Omer Faruk Eker, David Rousseau, Carole Frindel
2022	—	`conf`	Multi-Temporal SAR Change Detection using Wavelet Transforms. EUSIPCO Nizar Bouhlel, David Rousseau
2022	J	`jnl`	Multivariate Statistical Modeling for Multitemporal SAR Change Detection Using Wavelet Transforms and Integrating Subband Dependencies. IEEE Trans. Geosci. Remote. Sens. Nizar Bouhlel, Vahid Akbari, Stéphane Méric, David Rousseau
2022	—	`conf`	Self-Supervised Learning for Functional Brain Networks identification in fMRI from Healthy to Unhealthy Patients. SITIS Lukman E. Ismaila, Pejman Rasti, Jean-Michel Lemée, David Rousseau
2022	—	`conf`	Wavelet Scattering Transform Depth Benefit, An Application for Speaker Identification. ANNPR Abderrazzaq Moufidi, David Rousseau, Pejman Rasti
2021	J	`jnl`	An analytical proof on suitability of Cauchy-Schwarz Divergence as the aggregation criterion in Region Growing Algorithm. Image Vis. Comput. Yasser Baleghi, David Rousseau
2021	J	`jnl`	CTIS-Net: A Neural Network Architecture for Compressed Learning Based on Computed Tomography Imaging Spectrometers. IEEE Trans. Computational Imaging Clément Douarre, Carlos Fernando Crispim Junior, Anthony Gelibert, Gérald Germain, Laure Tougne, David Rousseau
2021	—	`conf`	Deep Learning-Based Detection of Seedling Development from Indoor to Outdoor. IWSSIP Hadhami Garbouge, Pejman Rasti, David Rousseau
2021	—	`conf`	Dimensionality Reduction for Ordinal Classification. EUSIPCO Mouad Zine El Abidine, Helin Dutagaci, David Rousseau
2021	J	`jnl`	Enhancing the Tracking of Seedling Growth Using RGB-Depth Fusion and Deep Learning. Sensors Hadhami Garbouge, Pejman Rasti, David Rousseau
2021	—	`conf`	Machine learning meets distinctness in variety testing. ICCVW Geoffroy Couasnet, Mouad Zine El Abidine, François Laurens, Helin Dutagaci, David Rousseau
2021	J	`jnl`	MicroVIP: Microscopy image simulation on the Virtual Imaging Platform. SoftwareX Ali Ahmad, Guillaume Vanel, Sorina Camarasu-Pop, Axel Bonnet, Carole Frindel, David Rousseau
2021	J	`jnl`	Resource-efficient inference for particle physics. Nat. Mach. Intell. David Rousseau
2021	J	`jnl`	The Tracking Machine Learning challenge : Throughput phase. CoRR Sabrina Amrouche, Laurent Basara, Paolo Calafiura, Dmitry Emeliyanov, Victor Estrade, Steven Farrell, Cécile Germain, Vladimir Vava Gligorov, Tobias Golling, Sergey Gorbunov, Heather M. Gray, Isabelle Guyon, Mikhail Hushchyn, Vincenzo Innocente, Moritz Kiehn, Marcel Kunze, Edward Moyse, David Rousseau, Andreas Salzburger, Andrey Ustyuzhanin, Jean-Roch Vlimant
2020	J	`jnl`	Assigning Apples to Individual Trees in Dense Orchards using 3D Color Point Clouds. CoRR Mouad Zine El Abidine, Helin Dutagaci, Gilles Galopin, David Rousseau
2020	J	`jnl`	Detecting Differences of Fluorescent Markers Distribution in Single Cell Microscopy: Textural or Pointillist Feature Space? Frontiers Robotics AI Ali Ahmad, Carole Frindel, David Rousseau
2020	C	`conf`	Machine Learning-Based Classification of Powdery Mildew Severity on Melon Leaves. ICISP Mouad Zine El Abidine, Sabine Merdinoglu-Wiedemann, Pejman Rasti, Helin Dutagaci, David Rousseau
2020	J	`jnl`	Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods. CoRR Kaya Turgut, Helin Dutagaci, Gilles Galopin, David Rousseau
2020	J	`jnl`	Simulated perfusion MRI data to boost training of convolutional neural networks for lesion fate prediction in acute stroke. Comput. Biol. Medicine Noëlie Debs, Pejman Rasti, Léon Victor, Tae-Hee Cho, Carole Frindel, David Rousseau
2020	—	`conf`	Sorting cells from fluorescent markers organization in confocal microscopy: 3D versus 2D images. IPTA Ali Ahmad, Carole Frindel, David Rousseau
2020	J	`jnl`	Toward Joint Acquisition-Annotation of Images with Egocentric Devices for a Lower-Cost Machine Learning Application to Apple Detection. Sensors Salma Samiei, Pejman Rasti, Paul Richard, Gilles Galopin, David Rousseau
2020	A*	`conf`	Towards an Understanding of Augmented Reality Extensions for Existing 3D Data Analysis Tools. CHI Xiyao Wang, Lonni Besançon, David Rousseau, Mickaël Sereno, Mehdi Ammi, Tobias Isenberg
2019	—	`conf`	Advances in the Prospects for Realizing a Scientific General Theory Underpinning Systems Engineering. ISSE David Rousseau
2019	J	`jnl`	Connecting the dots in high-energy physics. Nat. Mach. Intell. David Rousseau
2019	—	`conf`	Data Augmentation From RGB to Chlorophyll Fluorescence Imaging Application to Leaf Segmentation of Arabidopsis thaliana From Top View Images. CVPR Workshops Natalia Sapoukhina, Salma Samiei, Pejman Rasti, David Rousseau
2019	—	`conf`	Evaluation of the Realism of an MRI Simulator for Stroke Lesion Prediction Using Convolutional Neural Network. SASHIMI@MICCAI Noëlie Debs, Méghane Decroocq, Tae-Hee Cho, David Rousseau, Carole Frindel
2019	J	`jnl`	Novel data augmentation strategies to boost supervised segmentation of plant disease. Comput. Electron. Agric. Clément Douarre, Carlos Fernando Crispim Junior, Anthony Gelibert, Laure Tougne, David Rousseau
2019	J	`jnl`	Recent Applications of Multispectral Imaging in Seed Phenotyping and Quality Monitoring - An Overview. Sensors Gamal ElMasry, Nasser Mandour, Salim Al-Rejaie, Étienne Belin, David Rousseau
2019	J	`jnl`	Repetitive motion compensation for real time intraoperative video processing. Medical Image Anal. Michaël Sdika, Laure Alston, David Rousseau, Jacques Guyotat, Laurent Mahieu-Williame, Bruno Montcel
2019	J	`jnl`	Supervised Image Classification by Scattering Transform with Application to Weed Detection in Culture Crops of High Density. Remote. Sens. Pejman Rasti, Ali Ahmad, Salma Samiei, Étienne Belin, David Rousseau
2018	J	`jnl`	A Systematic Framework for Exploring Worldviews and Its Generalization as a Multi-Purpose Inquiry Framework. Syst. David Rousseau, Julie Billingham
2018	—	`conf`	Deep Generative Models for Fast Shower Simulation in ATLAS. eScience Dalila Salamani, Stefan Gadatsch, Tobias Golling, Graeme Andrew Stewart, Aishik Ghosh, David Rousseau, Ahmed Hasib, Jana Schaarschmidt
2018	J	`jnl`	Evaluation of 3D/2D Imaging and Image Processing Techniques for the Monitoring of Seed Imbibition. J. Imaging Étienne Belin, Clément Douarre, Nicolas Gillard, Florence Franconi, Julio Rojas Varela, François Chapeau-Blondeau, Didier Demilly, Jérôme Adrien, Eric Maire, David Rousseau
2018	J	`jnl`	Image processing for precise three-dimensional registration and stitching of thick high-resolution laser-scanning microscopy image stacks. Comput. Biol. Medicine Chloé Murtin, Carole Frindel, David Rousseau, Kei Ito
2018	J	`jnl`	Local spatio-temporal encoding of raw perfusion MRI for the prediction of final lesion in stroke. Medical Image Anal. Mathilde Giacalone, Pejman Rasti, Noëlie Debs, Carole Frindel, Tae-Hee Cho, Emmanuel Grenier, David Rousseau
2018	A	`conf`	Low-cost vision machine for high-throughput automated monitoring of heterotrophic seedling growth on wet paper support. BMVC Pejman Rasti, Didier Demilly, Landry Benoit, Étienne Belin, Sylvie Ducournau, François Chapeau-Blondeau, David Rousseau
2018	J	`jnl`	Machine learning at the energy and intensity frontiers of particle physics. Nat. Alexander Radovic, Mike Williams, David Rousseau, Michael Kagan, Daniele Bonacorsi, Alexander Himmel, Adam Aurisano, Kazuhiro Terao, Taritree Wongjirad
2018	J	`jnl`	On the Architecture of Systemology and the Typology of Its Principles. Syst. David Rousseau
2018	B	`conf`	Systematics aware learning : a case study in high energy physics. ESANN Victor Estrade, Cécile Germain, Isabelle Guyon, David Rousseau
2018	J	`jnl`	Systemic Semantics: A Systems Approach to Building Ontologies and Concept Maps. Syst. David Rousseau, Julie Billingham, Javier Calvo-Amodio
2018	J	`jnl`	Toward a Computer Vision Perspective on the Visual Impact of Vegetation in Symmetries of Urban Environments. Symmetry Salma Samiei, Pejman Rasti, Hervé Daniel, Étienne Belin, Paul Richard, David Rousseau
2018	—	`conf`	TrackML: A High Energy Physics Particle Tracking Challenge. eScience Paolo Calafiura, Steven Farrell, Heather M. Gray, Jean-Roch Vlimant, Vincenzo Innocente, Andreas Salzburger, Sabrina Amrouche, Tobias Golling, Moritz Kiehn, Victor Estrade, Cécile Germain, Isabelle Guyon, Ed Moyse, David Rousseau, Yetkin Yilmaz, Vladimir Vava Gligorov, Mikhail Hushchyn, Andrey Ustyuzhanin
2018	J	`jnl`	Transfer Learning from Synthetic Data Applied to Soil-Root Segmentation in X-Ray Tomography Images. J. Imaging Clément Douarre, Richard Schielein, Carole Frindel, Stefan Gerth, David Rousseau
2017	—	`conf`	A Secured Smartphone-Based Architecture for Prolonged Monitoring of Neurological Gait. HealthyIoT Pierre Gard, Lucie Lalanne, Alexandre Ambourg, David Rousseau, François Lesueur, Carole Frindel
2017	—	`conf`	How Accurate Are Smartphone Accelerometers to Identify Intermittent Claudication? HealthyIoT Carole Frindel, David Rousseau
2017	J	`jnl`	Multicomponent and Longitudinal Imaging Seen as a Communication Channel - An Application to Stroke. Entropy Mathilde Giacalone, Carole Frindel, Emmanuel Grenier, David Rousseau
2017	—	`conf`	On the value of graph-based segmentation for the analysis of structural networks in life sciences. EUSIPCO Denis Bujoreanu, Pejman Rasti, David Rousseau
2017	J	`jnl`	Robust graph representation of images with underlying structural networks. Application to the classification of vascular networks of mice's colon. Pattern Recognit. Lett. Denis Bujoreanu, Hugo Dorez, Warda Boutegrabet, Driffa Moussata, Raphaël Sablong, David Rousseau
2017	J	`jnl`	Systems Research and the Quest for Scientific Systems Principles. Syst. David Rousseau
2016	—	`conf`	An unsupervised spatio-temporal regularization for perfusion MRI deconvolution in acute stroke. EUSIPCO Mathilde Giacalone, Carole Frindel, David Rousseau
2016	B	`conf`	How machine learning won the Higgs boson challenge. ESANN Claire Adam-Bourdarios, Glen Cowan, Cécile Germain, Isabelle Guyon, Balázs Kégl, David Rousseau
2016	—	`conf`	Interest of non-negativity constraint in perfusion DSC-MRI deconvolution for acute stroke. IWSSIP Mathilde Giacalone, Carole Frindel, Marc C. Robini, David Rousseau
2016	J	`jnl`	On the value of the Kullback-Leibler divergence for cost-effective spectral imaging of plants by optimal selection of wavebands. Mach. Vis. Appl. Landry Benoit, Romain Benoit, Étienne Belin, Rodolphe Vadaine, Didier Demilly, François Chapeau-Blondeau, David Rousseau
2016	J	`jnl`	Predicting sensorial attribute scores of ornamental plants assessed in 3D through rotation on video by image analysis: A study on the morphology of virtual rose bushes. Comput. Electron. Agric. Morgan Garbez, Yann Chéné, Étienne Belin, M. Sigogne, J.-M. Labatte, G. Hunault, R. Symoneaux, David Rousseau, Gilles Galopin
2016	—	`conf`	Robust real time motion compensation for intraoperative video processing during neurosurgery. ISBI Michaël Sdika, Laure Alston, Laurent Mahieu-Williame, Jacques Guyotat, David Rousseau, Bruno Montcel
2016	J	`jnl`	Shape descriptors to characterize the shoot of entire plant from multiple side views of a motorized depth sensor. Mach. Vis. Appl. Yann Chéné, David Rousseau, Étienne Belin, Morgan Garbez, Gilles Galopin, François Chapeau-Blondeau
2016	—	`conf`	The Advanced Exploitation of Mixed Reality (AEMR) Community of Interest. HCI (27) Maria Olinda Rodas, Jeff Waters, David Rousseau
2015	—	`conf`	A longitudinal model for variations detection in white matter fiber-bundles. IWSSIP Claudio Stamile, Gabriel Kocevar, François Cotton, Salem Hannoun, Françoise Durand-Dubief, Carole Frindel, David Rousseau, Dominique Sappey-Marinier
2015	J	`jnl`	Computer vision under inactinic light for hypocotyl-radicle separation with a generic gravitropism-based criterion. Comput. Electron. Agric. Landry Benoit, Étienne Belin, Carolyne Dürr, François Chapeau-Blondeau, Didier Demilly, Sylvie Ducournau, David Rousseau
2015	—	`conf`	Rényi divergence as contrast metric for object detection in noisy images. IPTA Aymeric Histace, David Rousseau
2014	—	`conf`	3D Multimodal Simulation of Image Acquisition by X-Ray and MRI for Validation of Seedling Measurements with Segmentation Algorithms. ECCV Workshops (4) Landry Benoit, Georges Semaan, Florence Franconi, Étienne Belin, François Chapeau-Blondeau, Didier Demilly, David Rousseau
2014	J	`jnl`	A 3-D spatio-temporal deconvolution approach for MR perfusion in the brain. Medical Image Anal. Carole Frindel, Marc C. Robini, David Rousseau
2014	—	`conf`	Philosophical Foundations for the Modern Systems Movement. IFSR Conversation Jennifer Wilby, David Rousseau, Manfred Drack, Gerald Midgley, Julie Billingham, Rainer Zimmermann
2014	—	`conf`	The Higgs boson machine learning challenge. HEPML@NIPS Claire Adam-Bourdarios, Glen Cowan, Cécile Germain, Isabelle Guyon, Balázs Kégl, David Rousseau
2012	J	`jnl`	Assessing spatial resolution versus sensitivity from laser speckle contrast imaging: application to frequency analysis. Medical Biol. Eng. Comput. Stéphanie Bricq, Guillaume Mahé, David Rousseau, Anne Humeau-Heurtier, François Chapeau-Blondeau, Julio Rojas Varela, Pierre Abraham
2012	J	`jnl`	The Software behind the Higgs Boson Discovery. IEEE Softw. David Rousseau
2011	J	`jnl`	Multiscale Analysis of Microvascular Blood Flow: A Multiscale Entropy Study of Laser Doppler Flowmetry Time Series. IEEE Trans. Biomed. Eng. Anne Humeau, Guillaume Mahé, François Chapeau-Blondeau, David Rousseau, Pierre Abraham
2010	—	`conf`	Fractal Analysis Tools for Characterizing the Colorimetric Organization of Digital Images - Case Study using Natural and Synthetic Images. VISAPP (2) Julien Chauveau, David Rousseau, Paul Richard, François Chapeau-Blondeau
2010	J	`jnl`	Fractal capacity dimension of three-dimensional histogram from color images. Multidimens. Syst. Signal Process. Julien Chauveau, David Rousseau, François Chapeau-Blondeau
2010	—	`conf`	Impact of a Lossy Image Compression on Parameter Estimation with Periodic Active Thermal Imaging. IMAGAPP/IVAPP Agnès Delahaies, David Rousseau, Laetitia Perez, Laurent Autrique, François Chapeau-Blondeau
2010	—	`conf`	Noise-enhanced nonlinear PDE for edge restoration in scalar images. SoCPaR Aymeric Histace, David Rousseau
2010	J	`jnl`	Structural Similarity Measure to Assess Improvement by Noise in Nonlinear Image Transmission. IEEE Signal Process. Lett. David Rousseau, Agnès Delahaies, François Chapeau-Blondeau
2008	J	`jnl`	Fisher information and noise-aided power estimation from one-bit quantizers. Digit. Signal Process. François Chapeau-Blondeau, Solenna Blanchard, David Rousseau
2008	C	`conf`	Pair Correlation Integral for Fractal Characterization of Three-Dimensional Histograms from Color Images. ICISP Julien Chauveau, David Rousseau, François Chapeau-Blondeau
2007	J	`jnl`	Noise enhancement of signal transduction by parallel arrays of nonlinear neurons with threshold and saturation. Neurocomputing Solenna Blanchard, David Rousseau, François Chapeau-Blondeau
2007	J	`jnl`	Noise-Improved Bayesian Estimation With Arrays of One-Bit Quantizers. IEEE Trans. Instrum. Meas. David Rousseau, François Chapeau-Blondeau
2007	—	`conf`	Using noise to improve measurement and information processing. ICINCO-SPSMC Solenna Blanchard, David Rousseau, François Chapeau-Blondeau
2006	J	`jnl`	Noise-enhanced nonlinear detector to improve signal detection in non-Gaussian noise. Signal Process. David Rousseau, G. V. Anand, François Chapeau-Blondeau
2005	J	`jnl`	Constructive Action of Additive Noise in Optimal Detection. Int. J. Bifurc. Chaos François Chapeau-Blondeau, David Rousseau
2005	J	`jnl`	Constructive role of noise in signal detection from parallel arrays of quantizers. Signal Process. David Rousseau, François Chapeau-Blondeau
2005	J	`jnl`	Evaluation of a Nonlinear Bistable Filter for Binary Signal Detection. Int. J. Bifurc. Chaos David Rousseau, Julio Rojas Varela, Fabing Duan, François Chapeau-Blondeau
2005	J	`jnl`	Stochastic resonance and improvement by noise in optimal detection strategies. Digit. Signal Process. David Rousseau, François Chapeau-Blondeau
2004	J	`jnl`	Neuronal Signal Transduction Aided by Noise at Threshold and at Saturation. Neural Process. Lett. David Rousseau, François Chapeau-Blondeau
2004	J	`jnl`	Noise-enhanced performance for an optimal Bayesian estimator. IEEE Trans. Signal Process. François Chapeau-Blondeau, David Rousseau