David Rousseau
Orcid: 0000-0002-7935-1609
According to our database1,
David Rousseau
authored at least 100 papers
between 2004 and 2023.
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Bibliography
2023
Growth Data - An automatic solution for seedling growth analysis via RGB-Depth imaging sensors.
SoftwareX, December, 2023
Comput. Softw. Big Sci., December, 2023
Attention-Based Fusion of Ultrashort Voice Utterances and Depth Videos for Multimodal Person Identification.
Sensors, July, 2023
Remote. Sens., January, 2023
IEEE Signal Process. Lett., 2023
Remote. Sens., 2023
AI Competitions and Benchmarks: towards impactful challenges with post-challenge papers, benchmarks and other dissemination actions.
CoRR, 2023
Toward more frugal models for functional cerebral networks automatic recognition with resting-state fMRI.
CoRR, 2023
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023
Difficulty Metrics Study for Curriculum-Based Deep Learning in the Context of Stroke Lesion Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
A Novel Autoencoders-LSTM Model for Stroke Outcome Prediction Using Multimodal MRI Data.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
2022
Multivariate Statistical Modeling for Multitemporal SAR Change Detection Using Wavelet Transforms and Integrating Subband Dependencies.
IEEE Trans. Geosci. Remote. Sens., 2022
A Generic Formula and Some Special Cases for the Kullback-Leibler Divergence between Central Multivariate Cauchy Distributions.
Entropy, 2022
Self-Supervised Learning for Functional Brain Networks identification in fMRI from Healthy to Unhealthy Patients.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
CNN-LSTM Based Multimodal MRI and Clinical Data Fusion for Predicting Functional Outcome in Stroke Patients.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Wavelet Scattering Transform Depth Benefit, An Application for Speaker Identification.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2022
WorldScientific, ISBN: 9789811234040, 2022
2021
CTIS-Net: A Neural Network Architecture for Compressed Learning Based on Computed Tomography Imaging Spectrometers.
IEEE Trans. Computational Imaging, 2021
SoftwareX, 2021
Sensors, 2021
An analytical proof on suitability of Cauchy-Schwarz Divergence as the aggregation criterion in Region Growing Algorithm.
Image Vis. Comput., 2021
Proceedings of the Systems, Signals and Image Processing - 28th International Conference, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Toward Joint Acquisition-Annotation of Images with Egocentric Devices for a Lower-Cost Machine Learning Application to Apple Detection.
Sensors, 2020
Detecting Differences of Fluorescent Markers Distribution in Single Cell Microscopy: Textural or Pointillist Feature Space?
Frontiers Robotics AI, 2020
CoRR, 2020
Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods.
CoRR, 2020
Simulated perfusion MRI data to boost training of convolutional neural networks for lesion fate prediction in acute stroke.
Comput. Biol. Medicine, 2020
Sorting cells from fluorescent markers organization in confocal microscopy: 3D versus 2D images.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020
Proceedings of the Image and Signal Processing - 9th International Conference, 2020
Towards an Understanding of Augmented Reality Extensions for Existing 3D Data Analysis Tools.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
2019
Recent Applications of Multispectral Imaging in Seed Phenotyping and Quality Monitoring - An Overview.
Sensors, 2019
Supervised Image Classification by Scattering Transform with Application to Weed Detection in Culture Crops of High Density.
Remote. Sens., 2019
Medical Image Anal., 2019
Novel data augmentation strategies to boost supervised segmentation of plant disease.
Comput. Electron. Agric., 2019
Evaluation of the Realism of an MRI Simulator for Stroke Lesion Prediction Using Convolutional Neural Network.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019
Advances in the Prospects for Realizing a Scientific General Theory Underpinning Systems Engineering.
Proceedings of the International Symposium on Systems Engineering, 2019
Data Augmentation From RGB to Chlorophyll Fluorescence Imaging Application to Leaf Segmentation of Arabidopsis thaliana From Top View Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
Syst., 2018
A Systematic Framework for Exploring Worldviews and Its Generalization as a Multi-Purpose Inquiry Framework.
Syst., 2018
Toward a Computer Vision Perspective on the Visual Impact of Vegetation in Symmetries of Urban Environments.
Symmetry, 2018
Nat., 2018
Local spatio-temporal encoding of raw perfusion MRI for the prediction of final lesion in stroke.
Medical Image Anal., 2018
Transfer Learning from Synthetic Data Applied to Soil-Root Segmentation in X-Ray Tomography Images.
J. Imaging, 2018
Evaluation of 3D/2D Imaging and Image Processing Techniques for the Monitoring of Seed Imbibition.
J. Imaging, 2018
Image processing for precise three-dimensional registration and stitching of thick high-resolution laser-scanning microscopy image stacks.
Comput. Biol. Medicine, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the 14th IEEE International Conference on e-Science, 2018
Proceedings of the 14th IEEE International Conference on e-Science, 2018
Low-cost vision machine for high-throughput automated monitoring of heterotrophic seedling growth on wet paper support.
Proceedings of the British Machine Vision Conference 2018, 2018
2017
Robust graph representation of images with underlying structural networks. Application to the classification of vascular networks of mice's colon.
Pattern Recognit. Lett., 2017
Multicomponent and Longitudinal Imaging Seen as a Communication Channel - An Application to Stroke.
Entropy, 2017
A Secured Smartphone-Based Architecture for Prolonged Monitoring of Neurological Gait.
Proceedings of the Internet of Things (IoT) Technologies for HealthCare, 2017
Proceedings of the Internet of Things (IoT) Technologies for HealthCare, 2017
On the value of graph-based segmentation for the analysis of structural networks in life sciences.
Proceedings of the 25th European Signal Processing Conference, 2017
2016
Shape descriptors to characterize the shoot of entire plant from multiple side views of a motorized depth sensor.
Mach. Vis. Appl., 2016
On the value of the Kullback-Leibler divergence for cost-effective spectral imaging of plants by optimal selection of wavebands.
Mach. Vis. Appl., 2016
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., 2016
Interest of non-negativity constraint in perfusion DSC-MRI deconvolution for acute stroke.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016
Robust real time motion compensation for intraoperative video processing during neurosurgery.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the HCI International 2016 - Posters' Extended Abstracts, 2016
An unsupervised spatio-temporal regularization for perfusion MRI deconvolution in acute stroke.
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
Computer vision under inactinic light for hypocotyl-radicle separation with a generic gravitropism-based criterion.
Comput. Electron. Agric., 2015
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
Proceedings of the 2015 International Conference on Image Processing Theory, 2015
2014
Medical Image Anal., 2014
Proceedings of the Workshop on High-energy Physics and Machine Learning, 2014
Philosophical Foundations for the Modern Systems Movement.
Proceedings of the Systems Thinking - New Directions in Theory, Practice and Application: Proceedings of the Seventeenth IFSR Conversation: International Federation for Systems Research, St. Magdalena / Linz, Austria, April 27, 2014
3D Multimodal Simulation of Image Acquisition by X-Ray and MRI for Validation of Seedling Measurements with Segmentation Algorithms.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
2012
Assessing spatial resolution versus sensitivity from laser speckle contrast imaging: application to frequency analysis.
Medical Biol. Eng. Comput., 2012
2011
Multiscale Analysis of Microvascular Blood Flow: A Multiscale Entropy Study of Laser Doppler Flowmetry Time Series.
IEEE Trans. Biomed. Eng., 2011
2010
Structural Similarity Measure to Assess Improvement by Noise in Nonlinear Image Transmission.
IEEE Signal Process. Lett., 2010
Multidimens. Syst. Signal Process., 2010
Fractal Analysis Tools for Characterizing the Colorimetric Organization of Digital Images - Case Study using Natural and Synthetic Images.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010
Impact of a Lossy Image Compression on Parameter Estimation with Periodic Active Thermal Imaging.
Proceedings of the IMAGAPP 2010 - Proceedings of the International Conference on Imaging Theory and Applications and IVAPP 2010 - Proceedings of the International Conference on Information Visualization Theory and Applications, Angers, France, May 17, 2010
2008
Digit. Signal Process., 2008
Pair Correlation Integral for Fractal Characterization of Three-Dimensional Histograms from Color Images.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008
2007
IEEE Trans. Instrum. Meas., 2007
Noise enhancement of signal transduction by parallel arrays of nonlinear neurons with threshold and saturation.
Neurocomputing, 2007
Using noise to improve measurement and information processing.
Proceedings of the ICINCO 2007, 2007
2006
Signal Process., 2006
2005
Signal Process., 2005
Int. J. Bifurc. Chaos, 2005
Int. J. Bifurc. Chaos, 2005
Digit. Signal Process., 2005
2004
IEEE Trans. Signal Process., 2004
Neural Process. Lett., 2004