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ORCIDRégis Guinvarc'h
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Journal Articles
- 2023
[j9]Thomas Di Martino
, Bertrand Le Saux, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin:
Detection of Forest Fires through Deep Unsupervised Learning Modeling of Sentinel-1 Time Series. ISPRS Int. J. Geo Inf. 12(8): 332 (2023)- [j8]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin:
Grad-SLAM: Explaining Convolutional Autoencoders' Latent Space of Satellite Image Time Series. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j7]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin Koeniguer:
FARMSAR: Fixing AgRicultural Mislabels Using Sentinel-1 Time Series and AutoencodeRs. Remote. Sens. 15(1): 35 (2023) - 2022
- [j6]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin Koeniguer:
Beets or Cotton? Blind Extraction of Fine Agricultural Classes Using a Convolutional Autoencoder Applied to Temporal SAR Signatures. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - 2020
- [j5]Laetitia Thirion-Lefevre, Régis Guinvarc'h, Elise Colin Koeniguer:
The Combined Effect of Orientation Angle and Material on PolSAR Images of Urban Areas. Remote. Sens. 12(10): 1632 (2020) - [j4]Thibault Taillade, Laetitia Thirion-Lefevre, Régis Guinvarc'h:
Detecting Ephemeral Objects in SAR Time-Series Using Frozen Background-Based Change Detection. Remote. Sens. 12(11): 1720 (2020) - 2017
- [j3]Régis Guinvarc'h, Laetitia Thirion-Lefevre:
Cross-Polarization Amplitudes of Obliquely Orientated Buildings With Application to Urban Areas. IEEE Geosci. Remote. Sens. Lett. 14(11): 1913-1917 (2017) - 2015
- [j2]Laetitia Thirion-Lefevre, Régis Guinvarc'h:
Investigating the Use of Low Frequencies in Urban Areas: Application to NLOS Configurations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(7): 3720-3729 (2015) - 2012
- [j1]Régis Guinvarc'h, Raphaël Gillard, Bernard Uguen, Jacques El-Khoury:
Improving the Azimuthal Resolution of HFSWR With Multiplicative Beamforming. IEEE Geosci. Remote. Sens. Lett. 9(5): 925-927 (2012)
Conference and Workshop Papers
- 2024
- [c27]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin:
Convolutional Autoencoder Applied to Short SAR Time Series for Under Canopy Object Detection. IGARSS 2024: 2785-2788 - [c26]Ricardo Dal Molin, Paola Rizzoli, Laetitia Thirion-Lefevre, Régis Guinvarc'h:
Towards a Large-Scale Rainforest Mapping System with Sentinel-1 Short Time Series. IGARSS 2024: 4443-4446 - 2023
- [c25]Steve Tyler, Xavier Dupuis, Régis Guinvarc'h, Laetitia Thirion-Lefevre:
Numerical Schemes to Retrieve Permittivities from Rotated Double Bounce Signatures in Polarimetric SAR Images. IGARSS 2023: 1630-1632 - [c24]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin:
Towards the Understanding of the C-Band Temporal Signature of Boreal Forest Through Physiology Parameters Retrieval from Sentinel-1 Time Series and Machine Learning. IGARSS 2023: 5551-5554 - [c23]Steve Tyler, Xavier Dupuis, Régis Guinvarc'h, Laetitia Thirion-Lefevre:
Simplified Scheme to Separately Retrieve Permittivities of Surfaces of a Dihedral Structure Using Radar Polarimetry. IGARSS 2023: 5665-5667 - [c22]Florent Michenot, Israel Hinostroza, Régis Guinvarc'h, Laetitia Thirion-Lefevre:
Road Detection in a Forest Using Sentinel-1 and FBR Time-Series Speckle Filtering. IGARSS 2023: 6561-6563 - [c21]Hugo Waltsburger, Erwan Libessart, Chengfang Ren, Anthony Kolar, Régis Guinvarc'h:
Neural network scoring for efficient computing. ISCAS 2023: 1-5 - 2022
- [c20]Nathan Paillou, Laetitia Thirion-Lefevre, Régis Guinvarc'h:
Presentation of a Novel Approach to Combine Multisensor Data Using the Differential Entropy. IGARSS 2022: 445-448 - [c19]Florent Michenot, Régis Guinvarc'h, Laetitia Thirion-Lefevre:
Temporal Stack Speckle and Target Filtering for Environmental Applications. IGARSS 2022: 461-464 - [c18]Laetitia Thirion-Lefevre, Régis Guinvarc'h:
Polarimetry and Permittivity in SAR Remote Sensing. IGARSS 2022: 4419-4422 - [c17]Steve Tyler, Xavier Dupuis, Régis Guinvarc'h, Laetitia Thirion-Lefevre:
A First Test on Permittivty Inversion of a Double Bounce in a SAR Image. IGARSS 2022: 5668-5671 - 2021
- [c16]Nathan Paillou, Laetitia Thirion-Lefevre, Régis Guinvarc'h:
Characterization and Extraction of Roads Using Polarimetry Methods in L-Band SAR Images. IGARSS 2021: 327-330 - [c15]Thomas Di Martino, Régis Guinvarc'h, Laetitia Thirion-Lefevre, Elise Colin Koeniguer:
Convolutional Autoencoder for Unsupervised Representation Learning of PolSAR Time-Series. IGARSS 2021: 3506-3509 - [c14]Florent Michenot, Giovanni Manfredi, Régis Guinvarc'h, Laetitia Thirion-Lefevre:
Use of Sentinel-1 Time-Series for Archaeological Structures Detection. IGARSS 2021: 5183-5186 - 2020
- [c13]Nathan Paillou, Laetitia Thirion-Lefevre, Régis Guinvarc'h:
Interest of Temporal Methods over Spatial Methods in Order to Detect Small Targets. IGARSS 2020: 1767-1769 - [c12]Thibault Taillade, Laetitia Thirion-Lefevre, Régis Guinvarc'h:
A New Way for Detecting Man-Made Targets and Structures within Forests using Time Series of Polarimetric SAR images. IGARSS 2020: 3880-3883 - 2019
- [c11]Jérôme Euzière, Régis Guinvarc'h, Israel D. Hinostroza Sáenz, Raphaël Gillard, Bernard Uguen:
Time Modulated Array - A Database Approach. EUSIPCO 2019: 1-4 - [c10]Régis Guinvarc'h, Laetitia Thirion-Lefevre, Donald K. Atwood:
Benefit of Xpol for Urban Classification Using SAR Images. IGARSS 2019: 983-985 - [c9]Laetitia Thirion-Lefevre, Régis Guinvarc'h, Elise Colin Koeniguer:
Omparative Analysis of the Relative Polarimetric Radar Signature of Vegetation and Cities Districts. IGARSS 2019: 5221-5223 - [c8]Thibault Taillade, Laetitia Thirion-Lefevre, Régis Guinvarc'h:
L-band Polarimetric Change Detection on Sar Images : Fire Burn Scars in California. IGARSS 2019: 9956-9959 - [c7]Victor Gacoin, Anthony Kolar, Chengfang Ren, Régis Guinvarc'h:
Distributing Deep Neural Networks for Maximising Computing Capabilities and Power Efficiency in Swarm. ISCAS 2019: 1-5 - 2018
- [c6]Orian Couderc, Laetitia Thirion-Lefevre, Régis Guinvarc'h:
Moisture Retrieval Using Monostatic Radar Double Bounce. IGARSS 2018: 9098-9101 - 2015
- [c5]Laetitia Thirion-Lefevre, Régis Guinvarc'h:
The brewster effect on polarimetric information. IGARSS 2015: 227-230 - [c4]Régis Guinvarc'h, Laetitia Thirion-Lefevre:
Propagation in urban areas. Orientation, permittivity and entropy. IGARSS 2015: 1594-1597 - [c3]Laetitia Thirion-Lefevre, Régis Guinvarc'h:
Low frequency radar signatures of shadow areas in cities. JURSE 2015: 1-4 - 2013
- [c2]Hongzhao Ray Fang, Xinyi Tang, Koen Mouthaan, Régis Guinvarc'h:
Two-octave digital all-pass phase shifters for phased array applications. RWS 2013: 169-171 - 2007
- [c1]Yaël Demarty, Vincent Gobin, Laetitia Thirion-Lefevre, Régis Guinvarc'h, Marc Lesturgie:
Exact electromagnetic modeling of the scattering of realistic sea surfaces for HFSWR applications. IGARSS 2007: 1004-1007
Informal and Other Publications
- 2023
- [i1]Hugo Waltsburger, Erwan Libessart, Chengfang Ren, Anthony Kolar, Régis Guinvarc'h:
Neural network scoring for efficient computing. CoRR abs/2310.09554 (2023)
Coauthor Index
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