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ORCIDMatthieu Molinier
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2020 – today
- 2024
[j13]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: 4751-4767 (2024)- [j12]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: 1-13 (2024) - [c21]Oleg Antropov, Matthieu Molinier, Lauri Seitsonen, Alireza Hamedianfar, Maarit Middleton, Kati Laakso, Heikki Sutinen, Pauliina Liwata-Kenttälä:
Continuous Ground Moisture Monitoring at Limestone Quarry Using Multi-Sensor SAR Images and in Situ IoT Sensors. IGARSS 2024: 3392-3395 - 2023
- [c20]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: 650-653 - 2022
- [j11]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: 8759-8775 (2022) - [j10]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: 1-19 (2022) - [j9]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: 1-11 (2022) - 2021
- [j8]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): 157 (2021) - [j7]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): 2392 (2021) - [c19]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: 2035-2038 - [i3]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 abs/2105.00967 (2021) - 2020
- [j6]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): 1792-1796 (2020)
2010 – 2019
- 2019
- [c18]Matthieu Molinier, Jorma Kilpi:
Avoiding Overfitting When Applying Spectral-Spatial Deep Learning Methods on Hyperspectral Images with Limited Labels. IGARSS 2019: 5049-5052 - [c17]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: 8574-8577 - 2018
- [j5]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: 230-244 (2018) - [c16]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: 1730-1733 - [c15]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: 2107-2110 - 2017
- [j4]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): 806 (2017) - [i2]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 abs/1706.01171 (2017) - 2016
- [j3]Matthieu Molinier, Carlos A. López-Sánchez, Timo Toivanen, Ilkka Korpela, José Javier Corral-Rivas, Renne Tergujeff, Tuomas Häme:
Relasphone - Mobile and Participative In Situ Forest Biomass Measurements Supporting Satellite Image Mapping. Remote. Sens. 8(10): 869 (2016) - 2015
- [c14]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: 2048-2051 - [c13]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: 5391-5394 - [c12]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: 5395-5398 - 2014
- [c11]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: 836-839 - [c10]Heikki Astola, Matthieu Molinier, Magnus Simons, Paula Susila:
Forest stem volume and storm damage mapping in Finland and Russia. IGARSS 2014: 2309-2312 - 2010
- [j2]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): 3652-3662 (2010)
2000 – 2009
- 2008
- [c9]Matthieu Molinier, Anne Lönnqvist, Yrjö Rauste:
Comparison of Polarimetric Change Detection Methods on ALOS PALSAR Images over Finland. IGARSS (5) 2008: 377-380 - [c8]Matthieu Molinier, Yrjö Rauste, Tuomas Häme:
Clearcut Mapping for Sustainable Forest Management using TerraSAR-X Imagery. IGARSS (4) 2008: 647-650 - [c7]Heikki Astola, Matthieu Molinier, Tapani Mikkola, Eero Kubin:
Web Cameras in Automatic Autumn Colour Monitoring. IGARSS (3) 2008: 824-827 - 2007
- [j1]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): 861-874 (2007) - [c6]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: 1618-1621 - [c5]Matthieu Molinier, Yrjö Rauste:
Comparison and evaluation of polarimetric change detection techniques in aerial SAR data. IGARSS 2007: 2386-2389 - [c4]Matthieu Molinier, Jorma Laaksonen, Yrjö Rauste, Tuomas Häme:
Detecting changes in polarimetric SAR data with content-based image retrieval. IGARSS 2007: 2390-2393 - [i1]Matthieu Molinier:
Supporting City Planning with Traffic Monitoring in Image Sequences. ERCIM News 2007(68) (2007) - 2006
- [c3]Matthieu Molinier, Jorma Laaksonen, Tuomas Häme:
A Self-Organizing Map Framework for Detection of Man-Made Structures and Changes in Satellite Imagery. IGARSS 2006: 1-4 - [c2]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: 2141-2144 - 2005
- [c1]Matthieu Molinier, Tuomas Häme, Heikki Ahola:
3D-Connected Components Analysis for Traffic Monitoring in Image Sequences Acquired from a Helicopter. SCIA 2005: 141-150
Coauthor Index
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