Julien Michel

Orcid: 0000-0001-7436-0381

According to our database1, Julien Michel authored at least 69 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
End-to-End Learning for Land Cover Classification Using Irregular and Unaligned SITS by Combining Attention-Based Interpolation With Sparse Variational Gaussian Processes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023
Correction: Michel et al. SEN2VENµS, a Dataset for the Training of Sentinel-2 Super-Resolution Algorithms. Data 2022, 7, 96.
Data, March, 2023

OpenMM 8: Molecular Dynamics Simulation with Machine Learning Potentials.
CoRR, 2023

2022
Assessment of the Usefulness of Spectral Bands for the Next Generation of Sentinel-2 Satellites by Reconstruction of Missing Bands.
Remote. Sens., 2022

On Particle Shifting Techniques (PSTs): Analysis of existing laws and proposition of a convergent and multi-invariant law.
J. Comput. Phys., 2022

SEN2VENµS, a Dataset for the Training of Sentinel-2 Super-Resolution Algorithms.
Data, 2022

2021
Implementation of the QUBE Force Field in SOMD for High-Throughput Alchemical Free-Energy Calculations.
J. Chem. Inf. Model., 2021

2020
Geometry Aware Evaluation of Handcrafted Superpixel-Based Features and Convolutional Neural Networks for Land Cover Mapping Using Satellite Imagery.
Remote. Sens., 2020

Hybrid Alchemical Free Energy/Machine-Learning Methodology for the Computation of Hydration Free Energies.
J. Chem. Inf. Model., 2020

Assessment of Binding Affinity via Alchemical Free-Energy Calculations.
J. Chem. Inf. Model., 2020

Combining Virtual Reality Visualization with Ensemble Molecular Dynamics to Study Complex Protein Conformational Changes.
J. Chem. Inf. Model., 2020

The SAMPL6 SAMPLing challenge: assessing the reliability and efficiency of binding free energy calculations.
J. Comput. Aided Mol. Des., 2020

CARS: A Photogrammetry Pipeline Using Dask Graphs to Construct A Global 3D Model.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Scaling Up SLIC Superpixels Using a Tile-Based Approach.
IEEE Trans. Geosci. Remote. Sens., 2019

Assessment of Optimal Transport for Operational Land-Cover Mapping Using High-Resolution Satellite Images Time Series without Reference Data of the Mapping Period.
Remote. Sens., 2019

A Metric for Evaluating the Geometric Quality of Land Cover Maps Generated with Contextual Features from High-Dimensional Satellite Image Time Series without Dense Reference Data.
Remote. Sens., 2019

BioSimSpace: An interoperable Python framework for biomolecular simulation.
J. Open Source Softw., 2019

Large Scale Digital Surface Model Production on Cloud Using Big Data Technologies for Future EO Mission.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Blinded predictions of standard binding free energies: lessons learned from the SAMPL6 challenge.
J. Comput. Aided Mol. Des., 2018

Impact of domain knowledge on blinded predictions of binding energies by alchemical free energy calculations.
J. Comput. Aided Mol. Des., 2018

Class Selection Methods for Land Cover Mapping Without Reference Data of the Corresponding Period.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Spatially Precise Contextual Features Based on Superpixel Neighborhoods for Land Cover Mapping with High Resolution Satellite Image Time Series.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Fusion Approaches for Land Cover Map Production Using High Resolution Image Time Series without Reference Data of the Corresponding Period.
Remote. Sens., 2017

Blinded predictions of host-guest standard free energies of binding in the SAMPL5 challenge.
J. Comput. Aided Mol. Des., 2017

High latitude multi-temporal digital surface models from sentinel-2 data: A proof of concept.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
PW-COG: An Effective Texture Descriptor for VHR Satellite Imagery Using a Pointwise Approach on Covariance Matrix of Oriented Gradients.
IEEE Trans. Geosci. Remote. Sens., 2016

Change Detection Between SAR Images Using a Pointwise Approach and Graph Theory.
IEEE Trans. Geosci. Remote. Sens., 2016

An Inquiry on Contrast Enhancement Methods for Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2016

Texture Retrieval from VHR Optical Remote Sensed Images Using the Local Extrema Descriptor with Application to Vineyard Parcel Detection.
Remote. Sens., 2016

Silhouette of a random polytope.
J. Comput. Geom., 2016

Blinded predictions of distribution coefficients in the SAMPL5 challenge.
J. Comput. Aided Mol. Des., 2016

Synergy of Sentinel-1 and Sentinel-2 imagery for wetland monitoring information extraction from continuous flow of sentinel images applied to water bodies and vegetation mapping and monitoring.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Stable Mean-Shift Algorithm and Its Application to the Segmentation of Arbitrarily Large Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2015

A Scalable Tile-Based Framework for Region-Merging Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2015

SAR-SIFT: A SIFT-Like Algorithm for SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Pointwise Graph-Based Local Texture Characterization for Very High Resolution Multispectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Elucidation of Ligand-Dependent Modulation of Disorder-Order Transitions in the Oncoprotein MDM2.
PLoS Comput. Biol., 2015

FESetup: Automating Setup for Alchemical Free Energy Simulations.
J. Chem. Inf. Model., 2015

A keypoint approach for change detection between SAR images based on graph theory.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Covariance-based texture description from weighted coherency matrix and gradient tensors for polarimetric SAR image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Pointwise approach on covariance matrix of oriented gradients for very high resolution image texture segmentation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

State of the Orfeo Toolbox.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Strategies to Calculate Water Binding Free Energies in Protein-Ligand Complexes.
J. Chem. Inf. Model., 2014

Wavelets on graphs for very high resolution multispectral image texture segmentation.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Mean shift based segmentation of full VHR imagery with limited resources: An exact solution.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Large scale region-merging segmentation using the local mutual best fitting concept.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Applicative potential of digital surface models derived from Pleiades-HR tri-stereoscopic acquisitions and TerraSAR-X/TanDEM-X interferometric pairs in a range of thematic domain.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Automatic sensor orientation refinement of Pléiades stereo images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Change detection for high resolution satellite images, based on SIFT descriptors and an a contrario approach.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

On stereo-rectification of pushbroom images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2012
Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009-2010 Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

The ORFEO acompaniment program and ORFEO ToolBox.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Supervised re-segmentation for very high-resolution satellite images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Compressed sensing for earth observation with high resolution satellite imagery.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

SAR-SIFT: A SIFT-like algorithm for applications on SAR images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Remote Sensing Processing: From Multicore to GPU.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

Local feature based supervised object detection: Sampling, learning and detection strategies.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Prediction of protein-ligand binding affinity by free energy simulations: assumptions, pitfalls and expectations.
J. Comput. Aided Mol. Des., 2010

Lazy yet efficient land-cover map generation for HR optical images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Using approximation and randomness to speed-up intensive linear filtering.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Qualitative Spatial Reasoning for High-Resolution Remote Sensing Image Analysis.
IEEE Trans. Geosci. Remote. Sens., 2009

Focus Pre-processing Chain for Object Detection in High Resolution Remote Sensing Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Reference Algorithm Implementations in OTB: Textbook Cases.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Assessment of Interest Points Detection Algorithms in OTB.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Multi-Scale Segmentation and Optimized Computation of Spatial Reasoning Graphs for Object Detection in Remote Sensing Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A Generic Framework for Disparity Map Estimation between Multi-Sensor Remote Sensing Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Spatial reasoning and multiscale segmentation for object recognition in HR optical remote sensing images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2004
The parameterization and validation of generalized born models using the pairwise descreening approximation.
J. Comput. Chem., 2004


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