Julien Michel

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 43

Top Topics

High Resolution

Texture Segmentation

Satellite Images

Top Venues

IEEE Trans. Geosci. Remote. Sens.

J. Chem. Inf. Model.

Publications

Valentine Bellet, Mathieu Fauvel, Jordi Inglada, Julien Michel
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. 17 (2024)
Peter K. Eastman, Raimondas Galvelis, Raúl P. Peláez, Charlles R. A. Abreu, Stephen E. Farr, Emilio Gallicchio, Anton Gorenko, Michael M. Henry, Frank Hu, Jing Huang, Andreas Krämer, Julien Michel, Joshua A. Mitchell, Vijay S. Pande, João P. G. L. M. Rodrigues, Jaime Rodríguez-Guerra, Andrew C. Simmonett, Jason M. Swails, Ivy Zhang, John D. Chodera, Gianni De Fabritiis, Thomas E. Markland
OpenMM 8: Molecular Dynamics Simulation with Machine Learning Potentials. CoRR (2023)
Julien Michel, Juan Vinasco-Salinas, Jordi Inglada, Olivier Hagolle
Correction: Michel et al. SEN2VENµS, a Dataset for the Training of Sentinel-2 Super-Resolution Algorithms. Data 2022, 7, 96. Data 8 (3) (2023)
Julien Michel, Alban Vergnaud, Guillaume Oger, Corentin Hermange, David Le Touzé
On Particle Shifting Techniques (PSTs): Analysis of existing laws and proposition of a convergent and multi-invariant law. J. Comput. Phys. 459 (2022)
Jordi Inglada, Julien Michel, Olivier Hagolle
Assessment of the Usefulness of Spectral Bands for the Next Generation of Sentinel-2 Satellites by Reconstruction of Missing Bands. Remote. Sens. 14 (10) (2022)
Julien Michel, Juan Vinasco-Salinas, Jordi Inglada, Olivier Hagolle
SEN2VENµS, a Dataset for the Training of Sentinel-2 Super-Resolution Algorithms. Data 7 (7) (2022)
Lauren Nelson, Sofia Bariami, Chris Ringrose, Joshua T. Horton, Vadiraj Kurdekar, Antonia S. J. S. Mey, Julien Michel, Daniel J. Cole
Implementation of the QUBE Force Field in SOMD for High-Throughput Alchemical Free-Energy Calculations. J. Chem. Inf. Model. 61 (5) (2021)
David Youssefi, Julien Michel, Emmanuelle Sarrazin, Fabrice Buffe, Myriam Cournet, Jean-Marc Delvit, Céline L'Helguen, Olivier Melet, Aurélie Emilien, Julien Bosman
CARS: A Photogrammetry Pipeline Using Dask Graphs to Construct A Global 3D Model. IGARSS (2020)
Andrea Rizzi, Travis Jensen, David R. Slochower, Matteo Aldeghi, Vytautas Gapsys, Dimitris Ntekoumes, Stefano Bosisio, Michail Papadourakis, Niel M. Henriksen, Bert L. de Groot, Zoe Cournia, Alex Dickson, Julien Michel, Michael K. Gilson, Michael R. Shirts, David L. Mobley, John D. Chodera
The SAMPL6 SAMPLing challenge: assessing the reliability and efficiency of binding free energy calculations. J. Comput. Aided Mol. Des. 34 (5) (2020)
Maximilian Kuhn, Stuart Firth-Clark, Paolo Tosco, Antonia S. J. S. Mey, Mark Mackey, Julien Michel
Assessment of Binding Affinity via Alchemical Free-Energy Calculations. J. Chem. Inf. Model. 60 (6) (2020)
Dawa Derksen, Jordi Inglada, Julien Michel
Geometry Aware Evaluation of Handcrafted Superpixel-Based Features and Convolutional Neural Networks for Land Cover Mapping Using Satellite Imagery. Remote. Sens. 12 (3) (2020)
Jordi Juárez Jiménez, Philip Tew, Michael O'Connor, Salomé Llabrés, Rebecca Sage, David R. Glowacki, Julien Michel
Combining Virtual Reality Visualization with Ensemble Molecular Dynamics to Study Complex Protein Conformational Changes. J. Chem. Inf. Model. 60 (12) (2020)
Jenke Scheen, Wilson Wu, Antonia S. J. S. Mey, Paolo Tosco, Mark Mackey, Julien Michel
Hybrid Alchemical Free Energy/Machine-Learning Methodology for the Computation of Hydration Free Energies. J. Chem. Inf. Model. 60 (11) (2020)
Dawa Derksen, Jordi Inglada, Julien Michel
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. 11 (16) (2019)
Benjamin Tardy, Jordi Inglada, Julien Michel
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. 11 (9) (2019)
Olivier Melet, David Youssefi, Julien Michel, Myriam Cournet, Florie Languille, Laurent Lebegue, Cyrille Bouisson, Audrey Paccini
Large Scale Digital Surface Model Production on Cloud Using Big Data Technologies for Future EO Mission. IGARSS (2019)
Dawa Derksen, Jordi Inglada, Julien Michel
Scaling Up SLIC Superpixels Using a Tile-Based Approach. IEEE Trans. Geosci. Remote. Sens. 57 (5) (2019)
Lester O. Hedges, Antonia S. J. S. Mey, Charles A. Laughton, Francesco L. Gervasio, Adrian J. Mulholland, Christopher J. Woods, Julien Michel
BioSimSpace: An interoperable Python framework for biomolecular simulation. J. Open Source Softw. 4 (43) (2019)
Dawa Derksen, Jordi Inglada, Julien Michel
Spatially Precise Contextual Features Based on Superpixel Neighborhoods for Land Cover Mapping with High Resolution Satellite Image Time Series. IGARSS (2018)
Antonia S. J. S. Mey, Jordi Juárez Jiménez, Julien Michel
Impact of domain knowledge on blinded predictions of binding energies by alchemical free energy calculations. J. Comput. Aided Mol. Des. 32 (1) (2018)
Benjamin Tardy, Jordi Inglada, Julien Michel
Class Selection Methods for Land Cover Mapping Without Reference Data of the Corresponding Period. IGARSS (2018)
Michail Papadourakis, Stefano Bosisio, Julien Michel
Blinded predictions of standard binding free energies: lessons learned from the SAMPL6 challenge. J. Comput. Aided Mol. Des. 32 (10) (2018)
Stefano Bosisio, Antonia S. J. S. Mey, Julien Michel
Blinded predictions of host-guest standard free energies of binding in the SAMPL5 challenge. J. Comput. Aided Mol. Des. 31 (1) (2017)
Benjamin Tardy, Jordi Inglada, Julien Michel
Fusion Approaches for Land Cover Map Production Using High Resolution Image Time Series without Reference Data of the Corresponding Period. Remote. Sens. 9 (11) (2017)
Julien Michel, Myriam Cournet, Jean-Marc Delvit, Florie Languille, Angélique Gaudel-Vacaresse, David Youssefi, Christophe Palmann, Vincent Poulain
High latitude multi-temporal digital surface models from sentinel-2 data: A proof of concept. IGARSS (2017)
Hervé Yésou, Eric Pottier, Grégoire Mercier, Manuel Grizonnet, Sadri Haouet, Alain Giros, Robin Faivre, Claire Huber, Julien Michel
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. IGARSS (2016)
Minh-Tan Pham, Grégoire Mercier, Olivier Regniers, Lionel Bombrun, Julien Michel
Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors. IGARSS (2016)
Minh-Tan Pham, Grégoire Mercier, Olivier Regniers, Julien Michel
Texture Retrieval from VHR Optical Remote Sensed Images Using the Local Extrema Descriptor with Application to Vineyard Parcel Detection. Remote. Sens. 8 (5) (2016)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Change Detection Between SAR Images Using a Pointwise Approach and Graph Theory. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
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. 54 (6) (2016)
Marc Glisse, Sylvain Lazard, Julien Michel, Marc Pouget
Silhouette of a random polytope. J. Comput. Geom. 7 (1) (2016)
Jose Luis Lisani, Julien Michel, Jean-Michel Morel, Ana Belén Petro, Catalina Sbert
An Inquiry on Contrast Enhancement Methods for Satellite Images. IEEE Trans. Geosci. Remote. Sens. 54 (12) (2016)
Stefano Bosisio, Antonia S. J. S. Mey, Julien Michel
Blinded predictions of distribution coefficients in the SAMPL5 challenge. J. Comput. Aided Mol. Des. 30 (11) (2016)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Covariance-based texture description from weighted coherency matrix and gradient tensors for polarimetric SAR image classification. IGARSS (2015)
Julien Michel, Manuel Grizonnet
State of the Orfeo Toolbox. IGARSS (2015)
Flora Dellinger, Julie Delon, Yann Gousseau, Julien Michel, Florence Tupin
SAR-SIFT: A SIFT-Like Algorithm for SAR Images. IEEE Trans. Geosci. Remote. Sens. 53 (1) (2015)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Pointwise approach on covariance matrix of oriented gradients for very high resolution image texture segmentation. IGARSS (2015)
Juan A. Bueren-Calabuig, Julien Michel
Elucidation of Ligand-Dependent Modulation of Disorder-Order Transitions in the Oncoprotein MDM2. PLoS Comput. Biol. 11 (6) (2015)
Hannes H. Loeffler, Julien Michel, Christopher J. Woods
FESetup: Automating Setup for Alchemical Free Energy Simulations. J. Chem. Inf. Model. 55 (12) (2015)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Pointwise Graph-Based Local Texture Characterization for Very High Resolution Multispectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (5) (2015)
Julien Michel, David Youssefi, Manuel Grizonnet
Stable Mean-Shift Algorithm and Its Application to the Segmentation of Arbitrarily Large Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 53 (2) (2015)
Pierre Lassalle, Jordi Inglada, Julien Michel, Manuel Grizonnet, Julien Malik
A Scalable Tile-Based Framework for Region-Merging Segmentation. IEEE Trans. Geosci. Remote. Sens. 53 (10) (2015)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
A keypoint approach for change detection between SAR images based on graph theory. MultiTemp (2015)
Pierre Lassalle, Jordi Inglada, Julien Michel, Manuel Grizonnet, Julien Malik
Large scale region-merging segmentation using the local mutual best fitting concept. IGARSS (2014)
Julien Michel, Manuel Grizonnet, David Youssefi
Mean shift based segmentation of full VHR imagery with limited resources: An exact solution. IGARSS (2014)
Michael S. Bodnarchuk, Russell C. Viner, Julien Michel, Jonathan W. Essex
Strategies to Calculate Water Binding Free Energies in Protein-Ligand Complexes. J. Chem. Inf. Model. 54 (6) (2014)
Henri Giraud, Arnaud Durand, Mathilde Caspard, Claire Huber, Jérôme Maxant, Paul de Fraipont, Claire Tinel, Julien Michel
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. IGARSS (2014)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Wavelets on graphs for very high resolution multispectral image texture segmentation. IGARSS (2014)
Carlo de Franchis, Enric Meinhardt-Llopis, Julien Michel, Jean-Michel Morel, Gabriele Facciolo
Automatic sensor orientation refinement of Pléiades stereo images. IGARSS (2014)
Flora Dellinger, Julie Delon, Yann Gousseau, Julien Michel, Florence Tupin
Change detection for high resolution satellite images, based on SIFT descriptors and an a contrario approach. IGARSS (2014)
Carlo de Franchis, Enric Meinhardt-Llopis, Julien Michel, Jean-Michel Morel, Gabriele Facciolo
On stereo-rectification of pushbroom images. ICIP (2014)
Julien Michel, Manuel Grizonnet, Olivier Canévet
Supervised re-segmentation for very high-resolution satellite images. IGARSS (2012)
Flora Dellinger, Julie Delon, Yann Gousseau, Julien Michel, Florence Tupin
SAR-SIFT: A SIFT-like algorithm for applications on SAR images. IGARSS (2012)
Claire Tinel, Delphine Fontannaz, Hélène de Boissezon, Manuel Grizonnet, Julien Michel
The ORFEO acompaniment program and ORFEO ToolBox. IGARSS (2012)
Nathan Longbotham, Fabio Pacifici, Taylor C. Glenn, Alina Zare, Michele Volpi, Devis Tuia, Emmanuel Christophe, Julien Michel, Jordi Inglada, Jocelyn Chanussot, Qian Du
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. 5 (1) (2012)
Julien Michel, Gwendoline Blanchet, Julien Malik, Rosario Ruiloba
Compressed sensing for earth observation with high resolution satellite imagery. IGARSS (2012)
Emmanuel Christophe, Julien Michel, Jordi Inglada
Remote Sensing Processing: From Multicore to GPU. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 (3) (2011)
Julien Michel, Manuel Grizonnet, Jordi Inglada, Julien Malik, Aurélien Bricier, Otmane Lahlou
Local feature based supervised object detection: Sampling, learning and detection strategies. IGARSS (2011)
Julien Michel, Julien Malik, Jordi Inglada
Lazy yet efficient land-cover map generation for HR optical images. IGARSS (2010)
Jordi Inglada, Julien Michel
Using approximation and randomness to speed-up intensive linear filtering. IGARSS (2010)
Julien Michel, Jonathan W. Essex
Prediction of protein-ligand binding affinity by free energy simulations: assumptions, pitfalls and expectations. J. Comput. Aided Mol. Des. 24 (8) (2010)
Julien Michel, Cyrille Valladeau, Jordi Inglada
Focus Pre-processing Chain for Object Detection in High Resolution Remote Sensing Images. IGARSS (2) (2009)
Jordi Inglada, Julien Michel
Qualitative Spatial Reasoning for High-Resolution Remote Sensing Image Analysis. IEEE Trans. Geosci. Remote. Sens. 47 (2) (2009)
Otmane Lahlou, Julien Michel, Damien Pichard, Jordi Inglada
Assessment of Interest Points Detection Algorithms in OTB. IGARSS (4) (2009)
Julien Michel, Thomas Feuvrier, Jordi Inglada
Reference Algorithm Implementations in OTB: Textbook Cases. IGARSS (4) (2009)
Julien Michel, Jordi Inglada
Multi-Scale Segmentation and Optimized Computation of Spatial Reasoning Graphs for Object Detection in Remote Sensing Images. IGARSS (3) (2008)
Jordi Inglada, Julien Michel, Thomas Feuvrier
A Generic Framework for Disparity Map Estimation between Multi-Sensor Remote Sensing Images. IGARSS (3) (2008)
Jordi Inglada, Julien Michel
Spatial reasoning and multiscale segmentation for object recognition in HR optical remote sensing images. IGARSS (2007)
Julien Michel, Richard D. Taylor, Jonathan W. Essex
The parameterization and validation of generalized born models using the pairwise descreening approximation. J. Comput. Chem. 25 (14) (2004)