Matthieu Molinier

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 19

Top Topics

Detection Method

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Ridvan Salih Kuzu, Oleg Antropov, Matthieu Molinier, Corneliu Octavian Dumitru, Sudipan Saha, Xiaoxiang Zhu
Forest Disturbance Detection via Self-Supervised and Transfer Learning With Sentinel-1&2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Jun Li, Chengjie Hu, Qinghong Sheng, Bo Wang, Xiao Ling, Fan Gao, Yunfei Xu, Zhiwei Li, Matthieu Molinier
A Unified Cloud Detection Method for Suomi-NPP VIIRS Day and Night PAN Imagery. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. IGARSS (2023)
Matti Mottus, Phu Pham, Eelis Halme, Matthieu Molinier, Hai Cu, Jorma Laaksonen
TAIGA: A Novel Dataset for Multitask Learning of Continuous and Categorical Forest Variables From Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jun Li, Zhaocong Wu, Zhongwen Hu, Canliang Jian, Shaojie Luo, Lichao Mou, Xiao Xiang Zhu, Matthieu Molinier
A Lightweight Deep Learning-Based Cloud Detection Method for Sentinel-2A Imagery Fusing Multiscale Spectral and Spatial Features. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jun Li, Yuejie Zhang, Qinghong Sheng, Zhaocong Wu, Bo Wang, Zhongwen Hu, Guanting Shen, Michael Schmitt, Matthieu Molinier
Thin Cloud Removal Fusing Full Spectral and Spatial Features for Sentinel-2 Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Matti Mottus, Matthieu Molinier, Eelis Halme, Hai Cu, Jorma Laaksonen
Patch Size Selection for Analysis of Sub-Meter Resolution Hyperspectral Imagery of Forests. IGARSS (2021)
Jun Li, Zhaocong Wu, Zhongwen Hu, Zilong Li, Yisong Wang, Matthieu Molinier
Deep Learning Based Thin Cloud Removal Fusing Vegetation Red Edge and Short Wave Infrared Spectral Information for Sentinel-2A Imagery. Remote. Sens. 13 (1) (2021)
Heikki Astola, Lauri Seitsonen, Eelis Halme, Matthieu Molinier, Anne Lönnqvist
Deep Neural Networks with Transfer Learning for Forest Variable Estimation Using Sentinel-2 Imagery in Boreal Forest. Remote. Sens. 13 (12) (2021)
Jun Li, Zhaocong Wu, Zhongwen Hu, Canliang Jian, Shaojie Luo, Lichao Mou, Xiao Xiang Zhu, Matthieu Molinier
A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features. CoRR (2021)
Zhaocong Wu, Jun Li, Yisong Wang, Zhongwen Hu, Matthieu Molinier
Self-Attentive Generative Adversarial Network for Cloud Detection in High Resolution Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 17 (10) (2020)
Matthieu Molinier, Renne Tergujeff, Timo Toivanen, Tuomas Häme, Carlos A. López-Sánchez, Marcos Barrio-Anta, Alís Novo-Fernández
Providing Reference Forest Biomass Data for EO Imagery : A Comparison of Four in-Situ Relascope Measuring Devices In Asturias, Spain. IGARSS (2019)
Matthieu Molinier, Jorma Kilpi
Avoiding Overfitting When Applying Spectral-Spatial Deep Learning Methods on Hyperspectral Images with Limited Labels. IGARSS (2019)
Matthieu Molinier, Niko Reunanen, Arttu Lämsä, Heikki Astola, Tomi Räty
Deepcloud - A Fully Convolutionnal Neural Network for Cloud and Shadow Masking in Optical Satellite Images. IGARSS (2018)
Matthieu Molinier, Heikki Astola, Tomi Räty, Curtis E. Woodcock
Timely And Semi-Automatic Detection of Forest Logging Events in Boreal Forest Using All Available Landsat Data. IGARSS (2018)
Alís Novo-Fernández, Shannon Franks, Christian Wehenkel, Pablito M. López-Serrano, Matthieu Molinier, Carlos A. López-Sánchez
Landsat time series analysis for temperate forest cover change detection in the Sierra Madre Occidental, Durango, Mexico. Int. J. Appl. Earth Obs. Geoinformation 73 (2018)
Eija Parmes, Yrjö Rauste, Matthieu Molinier, Kaj Andersson, Lauri Seitsonen
Automatic Cloud and Shadow Detection in Optical Satellite Imagery Without Using Thermal Bands - Application to Suomi NPP VIIRS Images over Fennoscandia. Remote. Sens. 9 (8) (2017)
Rao Muhammad Anwer, Fahad Shahbaz Khan, Joost van de Weijer, Matthieu Molinier, Jorma Laaksonen
Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification. CoRR (2017)
Matthieu Molinier, Carlos A. López-Sánchez, Timo Toivanen, Ilkka Korpela, José J. Corral-Rivas, Renne Tergujeff, Tuomas Häme
Relasphone - Mobile and Participative In Situ Forest Biomass Measurements Supporting Satellite Image Mapping. Remote. Sens. 8 (10) (2016)
Timo Pyhälahti, Timo Toivanen, Kari Y. Kallio, Marko Jarvinen, Matthieu Molinier, Sampsa S. Koponen, Ville Kotovirta, Chengyuan Peng, Saku Anttila, Marnix Laanen, Matti Lindholm
Advances in combining optical citizen observations on water quality with satellite observations as part of an environmental monitoring system. IGARSS (2015)
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
Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state. IGARSS (2015)
Matthieu Molinier, Timo Toivanen, Tuomas Häme, Carlos A. López-Sánchez, Javier Corral, Daniel Vega
Participative forest in-situ measurements for biomass mapping in satellite images over Durango State, Mexico. IGARSS (2015)
Heikki Astola, Matthieu Molinier, Magnus Simons, Paula Susila
Forest stem volume and storm damage mapping in Finland and Russia. IGARSS (2014)
Matthieu Molinier, Tuomas Häme, Timo Toivanen, Kaj Andersson, Teemu Mutanen
Relasphone - Mobile phone and interactive applications to collect ground reference biomass data for satellite image analysis. IGARSS (2014)
Anne Lönnqvist, Yrjö Rauste, Matthieu Molinier, Tuomas Häme
Polarimetric SAR Data in Land Cover Mapping in Boreal Zone. IEEE Trans. Geosci. Remote. Sens. 48 (10) (2010)
Heikki Astola, Matthieu Molinier, Tapani Mikkola, Eero Kubin
Web Cameras in Automatic Autumn Colour Monitoring. IGARSS (3) (2008)
Matthieu Molinier, Anne Lönnqvist, Yrjö Rauste
Comparison of Polarimetric Change Detection Methods on ALOS PALSAR Images over Finland. IGARSS (5) (2008)
Matthieu Molinier, Yrjö Rauste, Tuomas Häme
Clearcut Mapping for Sustainable Forest Management using TerraSAR-X Imagery. IGARSS (4) (2008)
Matthieu Molinier, Jorma Laaksonen, Yrjö Rauste, Tuomas Häme
Detecting changes in polarimetric SAR data with content-based image retrieval. IGARSS (2007)
Matthieu Molinier
Supporting City Planning with Traffic Monitoring in Image Sequences. ERCIM News 2007 (68) (2007)
Yrjö Rauste, Anne Lönnqvist, Matthieu Molinier, Jean-Baptiste Henry, Tuomas Häme
Ortho-rectification and terrain correction of polarimetric SAR data applied in the ALOS/Palsar context. IGARSS (2007)
Matthieu Molinier, Jorma Laaksonen, Tuomas Häme
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. 45 (4) (2007)
Matthieu Molinier, Yrjö Rauste
Comparison and evaluation of polarimetric change detection techniques in aerial SAR data. IGARSS (2007)
Heikki Astola, Laura Sirro, Tuomas Häme, Matthieu Molinier, Jussi Ahola
Separation of Coniferous Species in Boreal Forest Using Spectral and Contextual Features from Ikonos Imagery. IGARSS (2006)
Matthieu Molinier, Jorma Laaksonen, Tuomas Häme
A Self-Organizing Map Framework for Detection of Man-Made Structures and Changes in Satellite Imagery. IGARSS (2006)
Matthieu Molinier, Tuomas Häme, Heikki Ahola
3D-Connected Components Analysis for Traffic Monitoring in Image Sequences Acquired from a Helicopter. SCIA (2005)