Thomas Corpetti

Orcid: 0000-0002-0257-138X

According to our database1, Thomas Corpetti authored at least 87 papers between 2000 and 2024.

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

Timeline

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Bibliography

2024
Change Detection Needs Change Information: Improving Deep 3-D Point Cloud Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Plant detection from ultra high resolution remote sensing images: A Semantic Segmentation approach based on fuzzy loss.
CoRR, 2024

Plant Detection from Ultra High Resolution Remote Sensing Images: A Semantic Segmentation Approach Based on Fuzzy Loss.
Proceedings of the IGARSS 2024, 2024

Fusion Network and Open Access Dataset for Landslide Detection: a Comparative Analysis on Bijie and Hokkaido Datasets.
Proceedings of the IGARSS 2024, 2024

Extracting Optical and Physical Properties of Various Waters Using Lidar Waveforms and Deep Neural Networks.
Proceedings of the IGARSS 2024, 2024

Landslide Detection in 3D Point Clouds With Deep Siamese Convolutional Network.
Proceedings of the IGARSS 2024, 2024

Enhancing Change Detection and Super-Resolution with Nimbo Data.
Proceedings of the IGARSS 2024, 2024

2023
Super-Resolution by Fusing Multispectral and Terrain Models: Application to Water Level Mapping.
IEEE Geosci. Remote. Sens. Lett., 2023

Estimation of Physical Parameters of Waveforms With Neural Networks.
CoRR, 2023

DC3DCD: unsupervised learning for multiclass 3D point cloud change detection.
CoRR, 2023

Change detection needs change information: improving deep 3D point cloud change detection.
CoRR, 2023

Evaluation of Urban Weather Generator for air temperature and urban heat islands simulation over Toulouse (France).
Proceedings of the Joint Urban Remote Sensing Event, 2023

Bathymetric LiDAR Waveform Decomposition with Temporal Attentive Encoder-Decoders.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Learning UAV-Based Above-Ground Biomass Regression Models in Sparse Training Data Environments.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

"Low Supervision" Deep Cluster Change Detection (CDCluster) On Remote Sensing RGB Data: Towards The Unsupervising Clustering Framework.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Consistent Colorization of Sentinel-2 Images for Global Product Generation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Learning Digital Terrain Models From Point Clouds: ALS2DTM Dataset and Rasterization-Based GAN.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Classification of Land-Water Continuum Habitats Using Exclusively Airborne Topobathymetric Lidar Green Waveforms and Infrared Intensity Point Clouds.
Remote. Sens., 2022

Convolutional Neural Network Modelling for MODIS Land Surface Temperature Super-Resolution.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
WTS: A Weakly towards Strongly Supervised Learning Framework for Remote Sensing Land Cover Classification Using Segmentation Models.
Remote. Sens., 2021

Sequence Image Interpolation via Separable Convolution Network.
Remote. Sens., 2021

Change Detection in Urban Point Clouds: An Experimental Comparison with Simulated 3D Datasets.
Remote. Sens., 2021

A deep neural network for multi-species fish detection using multiple acoustic cameras.
CoRR, 2021

Towards 3D Mapping of Seagrass Meadows with Topo-Bathymetric Lidar Full Waveform Processing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Benchmarking Change Detection in Urban 3D Point Clouds.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Foreword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Semantic Segmentation of LiDAR Points Clouds: Rasterization Beyond Digital Elevation Models.
IEEE Geosci. Remote. Sens. Lett., 2020

Time Adaptive Optimal Transport: A Framework of Time Series Similarity Measure.
IEEE Access, 2020

2019
Mapping Grassland Frequency Using Decadal MODIS 250 m Time-Series: Towards a National Inventory of Semi-Natural Grasslands.
Remote. Sens., 2019

Time-consistent estimation of LAI by assimilation in GreenLab plant growth model.
Comput. Geosci., 2019

Rasterization strategies for airborne LiDAR classification using attribute profiles.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Attribute Filtering of Urban Point Clouds Using Max-Tree on Voxel Data.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Color Adaptation and Cloud Removal between Satellite Images via Optimal Transport.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Voxel-Based Attribute Profiles on LIDAR Data for Land Cover Mapping.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Performance of TRMM TMPA 3B42 V7 in Replicating Daily Rainfall and Regional Rainfall Regimes in the Amazon Basin (1998-2013).
Remote. Sens., 2018

2017
Monitoring the Morphological Transformation of Beijing Old City Using Remote Sensing Texture Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Dynamic Time Warping under limited warping path length.
Inf. Sci., 2017

Urban vegetation extraction with multi-angular Pléiades images.
Proceedings of the Joint Urban Remote Sensing Event, 2017

2016
Estimation of Myocardial Strain and Contraction Phase From Cine MRI Using Variational Data Assimilation.
IEEE Trans. Medical Imaging, 2016

Joint Anomaly Detection and Spectral Unmixing for Planetary Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2016

Monitoring Urban Areas with Sentinel-2A Data: Application to the Update of the Copernicus High Resolution Layer Imperviousness Degree.
Remote. Sens., 2016

Supervised planetary unmixing with optimal transport.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Satellite image time series clustering via affinity propagation.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Optimal transport for data fusion in remote sensing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Semantic pre-classification of vegetation gradient based on linearly unmixed Landsat time series.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Evaluation of SPOT imagery for the estimation of grassland biomass.
Int. J. Appl. Earth Obs. Geoinformation, 2015

Monitoring Beijing inner city transformation from 1966 to 2010.
Proceedings of the Joint Urban Remote Sensing Event, 2015

2014
Observation Model Based on Scale Interactions for Optical Flow Estimation.
IEEE Trans. Image Process., 2014

Combined Use of Multi-Temporal Optical and Radar Satellite Images for Grassland Monitoring.
Remote. Sens., 2014

Using the Agoraset dataset: Assessing for the quality of crowd video analysis methods.
Pattern Recognit. Lett., 2014

Optimal crowd editing.
Graph. Model., 2014

Joint Myocardial Motion and Contraction Phase Estimation from Cine MRI Using Variational Data Assimilation.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

Multi-temporal optical and radar data fusion for crop monitoring: Application to an intensive agricultural area in BRITTANY(France).
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Adaptive Window Size Estimation in Unsupervised Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Temporal kernels for the identification of grassland management using time series of high spatial resolution satellite images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Multi-scale observation models for motion estimation.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Stochastic Uncertainty Models for the Luminance Consistency Assumption.
IEEE Trans. Image Process., 2012

Interpolation par assimilation variationnelle de séquences multimodales d'images satellitaires de l'océan.
Traitement du Signal, 2012

Optimal Control Theory for Multi-resolution Problems in Computer Vision - Application to Optical-flow Estimation.
Proceedings of the VISAPP 2012, 2012

2011
Ondelettes et théorie des évidences pour la classification orientée-objet. Caractérisation et suivi des changements d'occupation des sols de la métropole de Rennes.
Rev. Int. Géomatique, 2011

Estimation of the orientation of textured patterns via wavelet analysis.
Pattern Recognit. Lett., 2011

Multiscale Weighted Ensemble Kalman Filter for Fluid Flow Estimation.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Stochastic Models for Local Optical Flow Estimation.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Local patches for change detection in very high resolution remote sensing images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Adaptive patches for change detection.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multi-resolution missing data interpolation in SST image series.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Data Assimilation for Convective-Cell Tracking on Meteorological Image Sequences.
IEEE Trans. Geosci. Remote. Sens., 2010

Vineyard identification and characterization based on texture analysis in the Helderberg Basin (South Africa).
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Variational data assimilation for missing data interpolation in SST images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Data Assimilation for Convective Cells Tracking in MSG Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A measure for change detection in very high resolution remote sensing images based on texture analysis.
Proceedings of the International Conference on Image Processing, 2009

Crowd Flow Characterization with Optimal Control Theory.
Proceedings of the Computer Vision, 2009

2008
Object-Oriented Approach and Texture Analysis for Change Detection in Very High Resolution Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Estimating Biophysical Variables at 250 M with Reconstructed EOS/MODIS Time Series to Monitor Fragmented Landscapes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Variational Pressure Image Assimilation for Atmospheric Motion Estimation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Crowd motion capture.
Comput. Animat. Virtual Worlds, 2007

Data-Driven Animation of Crowds.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007

Dense estimation of motion fields on meteosat second generation images using a dynamical consistency.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Dynamically consistent optical flow estimation.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
An Active Contour Method Based on Wavelet for Texture Boundaries.
Proceedings of the International Conference on Image Processing, 2006

2005
Monitoring winter vegetation cover using multitemporal modis data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2003
Extraction of Singular Points from Dense Motion Fields: An Analytic Approach.
J. Math. Imaging Vis., 2003

Optical flow estimation in experimental fluid mechanics.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

2002
Estimation et analyse de champs denses de vitesses d'écoulements fluides. (Estimation and analysis of dense fluid flows).
PhD thesis, 2002

Dense Estimation of Fluid Flows.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Dense Motion Analysis in Fluid Imagery.
Proceedings of the Computer Vision, 2002

2000
Estimating Fluid Optical Flow.
Proceedings of the 15th International Conference on Pattern Recognition, 2000


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