David Rousseau

According to our database1, David Rousseau authored at least 59 papers between 2004 and 2019.

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Bibliography

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 Sensing, 2019

Repetitive motion compensation for real time intraoperative video processing.
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

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
Systemic Semantics: A Systems Approach to Building Ontologies and Concept Maps.
Systems, 2018

A Systematic Framework for Exploring Worldviews and Its Generalization as a Multi-Purpose Inquiry Framework.
Systems, 2018

On the Architecture of Systemology and the Typology of Its Principles.
Systems, 2018

Toward a Computer Vision Perspective on the Visual Impact of Vegetation in Symmetries of Urban Environments.
Symmetry, 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

Machine Learning in High Energy Physics Community White Paper.
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CoRR, 2018

Image processing for precise three-dimensional registration and stitching of thick high-resolution laser-scanning microscopy image stacks.
Comp. in Bio. and Med., 2018

Systematics aware learning : a case study in high energy physics.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Deep Generative Models for Fast Shower Simulation in ATLAS.
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
Systems Research and the Quest for Scientific Systems Principles.
Systems, 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

How Accurate Are Smartphone Accelerometers to Identify Intermittent Claudication?
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

The Advanced Exploitation of Mixed Reality (AEMR) Community of Interest.
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

How machine learning won the Higgs boson challenge.
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

A longitudinal model for variations detection in white matter fiber-bundles.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015

Rényi divergence as contrast metric for object detection in noisy images.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

2014
A 3-D spatio-temporal deconvolution approach for MR perfusion in the brain.
Medical Image Anal., 2014

The Higgs boson machine learning challenge.
Proceedings of the Workshop on High-energy Physics and Machine Learning, 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
The Software behind the Higgs Boson Discovery.
IEEE Software, 2012

Assessing spatial resolution versus sensitivity from laser speckle contrast imaging: application to frequency analysis.
Med. Biol. Engineering and Computing, 2012

2011
Multiscale Analysis of Microvascular Blood Flow: A Multiscale Entropy Study of Laser Doppler Flowmetry Time Series.
IEEE Trans. Biomed. Engineering, 2011

2010
Structural Similarity Measure to Assess Improvement by Noise in Nonlinear Image Transmission.
IEEE Signal Process. Lett., 2010

Fractal capacity dimension of three-dimensional histogram from color images.
Multidim. Syst. Sign. 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

Noise-enhanced nonlinear PDE for edge restoration in scalar images.
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
Fisher information and noise-aided power estimation from one-bit quantizers.
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
Noise-Improved Bayesian Estimation With Arrays of One-Bit Quantizers.
IEEE Trans. Instrumentation and Measurement, 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
Noise-enhanced nonlinear detector to improve signal detection in non-Gaussian noise.
Signal Process., 2006

2005
Constructive role of noise in signal detection from parallel arrays of quantizers.
Signal Process., 2005

Evaluation of a Nonlinear Bistable Filter for Binary Signal Detection.
I. J. Bifurcation and Chaos, 2005

Constructive Action of Additive Noise in Optimal Detection.
I. J. Bifurcation and Chaos, 2005

Stochastic resonance and improvement by noise in optimal detection strategies.
Digit. Signal Process., 2005

2004
Noise-enhanced performance for an optimal Bayesian estimator.
IEEE Trans. Signal Processing, 2004

Neuronal Signal Transduction Aided by Noise at Threshold and at Saturation.
Neural Processing Letters, 2004


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