Matthieu Molinier

37 papers C 17Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Unified Cloud Detection Method for Suomi-NPP VIIRS Day and Night PAN Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Chengjie Hu, Qinghong Sheng, Bo Wang, Xiao Ling, Fan Gao, Yunfei Xu, Zhiwei Li, Matthieu Molinier
2024 C conf
Continuous Ground Moisture Monitoring at Limestone Quarry Using Multi-Sensor SAR Images and in Situ IoT Sensors.
IGARSS
Oleg Antropov, Matthieu Molinier, Lauri Seitsonen, Alireza Hamedianfar, Maarit Middleton, Kati Laakso, Heikki Sutinen, Pauliina Liwata-Kenttälä
2024 J jnl
Forest Disturbance Detection via Self-Supervised and Transfer Learning With Sentinel-1&2 Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ridvan Salih Kuzu, Oleg Antropov, Matthieu Molinier, Corneliu Octavian Dumitru, Sudipan Saha, Xiao Xiang Zhu
2023 C conf
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management.
IGARSS
Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu
2022 J jnl
A Lightweight Deep Learning-Based Cloud Detection Method for Sentinel-2A Imagery Fusing Multiscale Spectral and Spatial Features.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Zhaocong Wu, Zhongwen Hu, Canliang Jian, Shaojie Luo, Lichao Mou, Xiao Xiang Zhu, Matthieu Molinier
2022 J jnl
TAIGA: A Novel Dataset for Multitask Learning of Continuous and Categorical Forest Variables From Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Matti Mottus, Phu Pham, Eelis Halme, Matthieu Molinier, Hai Cu, Jorma Laaksonen
2022 J jnl
Thin Cloud Removal Fusing Full Spectral and Spatial Features for Sentinel-2 Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jun Li, Yuejie Zhang, Qinghong Sheng, Zhaocong Wu, Bo Wang, Zhongwen Hu, Guanting Shen, Michael Schmitt, Matthieu Molinier
2021 J jnl
A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features.
CoRR
Jun Li, Zhaocong Wu, Zhongwen Hu, Canliang Jian, Shaojie Luo, Lichao Mou, Xiao Xiang Zhu, Matthieu Molinier
2021 J jnl
Deep Learning Based Thin Cloud Removal Fusing Vegetation Red Edge and Short Wave Infrared Spectral Information for Sentinel-2A Imagery.
Remote. Sens.
Jun Li, Zhaocong Wu, Zhongwen Hu, Zilong Li, Yisong Wang, Matthieu Molinier
2021 J jnl
Deep Neural Networks with Transfer Learning for Forest Variable Estimation Using Sentinel-2 Imagery in Boreal Forest.
Remote. Sens.
Heikki Astola, Lauri Seitsonen, Eelis Halme, Matthieu Molinier, Anne Lönnqvist
2021 C conf
Patch Size Selection for Analysis of Sub-Meter Resolution Hyperspectral Imagery of Forests.
IGARSS
Matti Mottus, Matthieu Molinier, Eelis Halme, Hai Cu, Jorma Laaksonen
2020 J jnl
Self-Attentive Generative Adversarial Network for Cloud Detection in High Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Zhaocong Wu, Jun Li, Yisong Wang, Zhongwen Hu, Matthieu Molinier
2019 C conf
Avoiding Overfitting When Applying Spectral-Spatial Deep Learning Methods on Hyperspectral Images with Limited Labels.
IGARSS
Matthieu Molinier, Jorma Kilpi
2019 C conf
Providing Reference Forest Biomass Data for EO Imagery : A Comparison of Four in-Situ Relascope Measuring Devices In Asturias, Spain.
IGARSS
Matthieu Molinier, Renne Tergujeff, Timo Toivanen, Tuomas Häme, Carlos A. López-Sánchez, Marcos Barrio-Anta, Alís Novo-Fernández
2018 C conf
Deepcloud - A Fully Convolutionnal Neural Network for Cloud and Shadow Masking in Optical Satellite Images.
IGARSS
Matthieu Molinier, Niko Reunanen, Arttu Lämsä, Heikki Astola, Tomi Räty
2018 J jnl
Landsat time series analysis for temperate forest cover change detection in the Sierra Madre Occidental, Durango, Mexico.
Int. J. Appl. Earth Obs. Geoinformation
Alís Novo-Fernández, Shannon Franks, Christian Wehenkel, Pablito M. López-Serrano, Matthieu Molinier, Carlos A. López-Sánchez
2018 C conf
Timely And Semi-Automatic Detection of Forest Logging Events in Boreal Forest Using All Available Landsat Data.
IGARSS
Matthieu Molinier, Heikki Astola, Tomi Räty, Curtis E. Woodcock
2017 J jnl
Automatic Cloud and Shadow Detection in Optical Satellite Imagery Without Using Thermal Bands - Application to Suomi NPP VIIRS Images over Fennoscandia.
Remote. Sens.
Eija Parmes, Yrjö Rauste, Matthieu Molinier, Kaj Andersson, Lauri Seitsonen
2017 J jnl
Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification.
CoRR
Rao Muhammad Anwer, Fahad Shahbaz Khan, Joost van de Weijer, Matthieu Molinier, Jorma Laaksonen
2016 J jnl
Relasphone - Mobile and Participative In Situ Forest Biomass Measurements Supporting Satellite Image Mapping.
Remote. Sens.
Matthieu Molinier, Carlos A. López-Sánchez, Timo Toivanen, Ilkka Korpela, José Javier Corral-Rivas, Renne Tergujeff, Tuomas Häme
2015 C conf
Advances in combining optical citizen observations on water quality with satellite observations as part of an environmental monitoring system.
IGARSS
Timo Pyhälahti, Timo Toivanen, Kari Y. Kallio, Marko Jarvinen, Matthieu Molinier, Sampsa S. Koponen, Ville Kotovirta, Chengyuan Peng, Saku Anttila, Marnix Laanen, Matti Lindholm
2015 C conf
Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state.
IGARSS
Tuomas Häme, Teemu Mutanen, Yrjö Rauste, Oleg Antropov, Matthieu Molinier, Shaun Quegan, Euripidis Kantzas, Annikki Mäkelä, Francesco Minunno, Jón Atli Benediktsson, Nicola Falco, Kolbeinn Árnason, Rune Storvold, Jörg Haarpaintner, Vladimir Elsakov, Jussi Rasinmäki
2015 C conf
Participative forest in-situ measurements for biomass mapping in satellite images over Durango State, Mexico.
IGARSS
Matthieu Molinier, Timo Toivanen, Tuomas Häme, Carlos A. López-Sánchez, Javier Corral, Daniel Vega
2014 C conf
Forest stem volume and storm damage mapping in Finland and Russia.
IGARSS
Heikki Astola, Matthieu Molinier, Magnus Simons, Paula Susila
2014 C conf
Relasphone - Mobile phone and interactive applications to collect ground reference biomass data for satellite image analysis.
IGARSS
Matthieu Molinier, Tuomas Häme, Timo Toivanen, Kaj Andersson, Teemu Mutanen
2010 J jnl
Polarimetric SAR Data in Land Cover Mapping in Boreal Zone.
IEEE Trans. Geosci. Remote. Sens.
Anne Lönnqvist, Yrjö Rauste, Matthieu Molinier, Tuomas Häme
2008 — conf
Clearcut Mapping for Sustainable Forest Management using TerraSAR-X Imagery.
IGARSS (4)
Matthieu Molinier, Yrjö Rauste, Tuomas Häme
2008 — conf
Comparison of Polarimetric Change Detection Methods on ALOS PALSAR Images over Finland.
IGARSS (5)
Matthieu Molinier, Anne Lönnqvist, Yrjö Rauste
2008 — conf
Web Cameras in Automatic Autumn Colour Monitoring.
IGARSS (3)
Heikki Astola, Matthieu Molinier, Tapani Mikkola, Eero Kubin
2007 C conf
Comparison and evaluation of polarimetric change detection techniques in aerial SAR data.
IGARSS
Matthieu Molinier, Yrjö Rauste
2007 J jnl
Detecting Man-Made Structures and Changes in Satellite Imagery With a Content-Based Information Retrieval System Built on Self-Organizing Maps.
IEEE Trans. Geosci. Remote. Sens.
Matthieu Molinier, Jorma Laaksonen, Tuomas Häme
2007 C conf
Detecting changes in polarimetric SAR data with content-based image retrieval.
IGARSS
Matthieu Molinier, Jorma Laaksonen, Yrjö Rauste, Tuomas Häme
2007 C conf
Ortho-rectification and terrain correction of polarimetric SAR data applied in the ALOS/Palsar context.
IGARSS
Yrjö Rauste, Anne Lönnqvist, Matthieu Molinier, Jean-Baptiste Henry, Tuomas Häme
2007 J jnl
Supporting City Planning with Traffic Monitoring in Image Sequences.
ERCIM News
Matthieu Molinier
2006 C conf
A Self-Organizing Map Framework for Detection of Man-Made Structures and Changes in Satellite Imagery.
IGARSS
Matthieu Molinier, Jorma Laaksonen, Tuomas Häme
2006 C conf
Separation of Coniferous Species in Boreal Forest Using Spectral and Contextual Features from Ikonos Imagery.
IGARSS
Heikki Astola, Laura Sirro, Tuomas Häme, Matthieu Molinier, Jussi Ahola
2005 — conf
3D-Connected Components Analysis for Traffic Monitoring in Image Sequences Acquired from a Helicopter.
SCIA
Matthieu Molinier, Tuomas Häme, Heikki Ahola