Sylvain Lobry

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 39

Top Topics

Change Detection

Question Answering

Convolutional Neural Networks

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Lucrezia Tosato, Hichem Boussaid, Flora Weissgerber, Camille Kurtz, Laurent Wendling, Sylvain Lobry
Segmentation-guided Attention for Visual Question Answering from Remote Sensing Images. CoRR (2024)
Basile Rousse, Sylvain Lobry, Géraldine Duthé, Valérie Golaz, Laurent Wendling
Domain Adaptation for Mapping LCZs in Sub-Saharan Africa With Remote Sensing: A Comprehensive Approach to Health Data Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Rebecca Leygonie, Sylvain Lobry, Laurent Wendling
An a contrario approach for plant disease detection. BMVC Workshop (2023)
Rebecca Leygonie, Sylvain Lobry, Laurent Wendling
Deep learning for classification of noisy QR codes. CoRR (2023)
Rebecca Leygonie, Sylvain Lobry, Guillaume Vimont, Laurent Wendling
Transforming Multidimensional Data into Images to Overcome the Curse of Dimensionality. ICIP (2023)
Christel Chappuis, Charlotte Sertic, Nicola Santacroce, Javiera Castillo Navarro, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
Multi-task prompt-RSVQA to explicitly count objects on aerial images. BMVC Workshop (2023)
Nathan Letheule, Flora Weissgerber, Sylvain Lobry, Elise Colin
Automatic Simulation of SAR Images: Comparing a Deep-Learning Based Method to a Hybrid Method. IGARSS (2023)
Basile Rousse, Sylvain Lobry, Géraldine Duthé, Valérie Golaz, Laurent Wendling
Seasonal semi-supervised domain adaptation for linking population studies and Local Climate Zones. JURSE (2023)
Christel Chappuis, Eliot Walt, Vincent Mendez, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
The curse of language biases in remote sensing VQA: the role of spatial attributes, language diversity, and the need for clear evaluation. CoRR (2023)
Kilian Fatras, Bharath Bhushan Damodaran, Sylvain Lobry, Rémi Flamary, Devis Tuia, Nicolas Courty
Wasserstein Adversarial Regularization for Learning With Label Noise. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Maxime Faure, Sylvain Lobry, Camille Kurtz, Laurent Wendling
Embedding Spatial Relations in Visual Question Answering for Remote Sensing. ICPR (2022)
Christel Chappuis, Vincent Mendez, Eliot Walt, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
Language Transformers for Remote Sensing Visual Question Answering. IGARSS (2022)
Christel Chappuis, Valérie Zermatten, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
Prompt-RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering. CVPR Workshops (2022)
Sylvain Lobry, Begüm Demir, Devis Tuia
RSVQA Meets Bigearthnet: A New, Large-Scale, Visual Question Answering Dataset for Remote Sensing. IGARSS (2021)
Christel Chappuis, Sylvain Lobry, Benjamin Kellenberger, Bertrand Le Saux, Devis Tuia
How to find a good image-text embedding for remote sensing visual question answering? CoRR (2021)
Christel Chappuis, Sylvain Lobry, Benjamin Kellenberger, Bertrand Le Saux, Devis Tuia
How to find a good image-text embedding for remote sensing visual question answering? MACLEAN@PKDD/ECML (2021)
Alex Levering, Diego Marcos, Sylvain Lobry, Devis Tuia
Interpretable Scenicness from Sentinel-2 Imagery. IGARSS (2020)
Yuansheng Hua, Sylvain Lobry, Lichao Mou, Devis Tuia, Xiao Xiang Zhu
Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings. IGARSS (2020)
Diego Marcos, Ruth Fong, Sylvain Lobry, Rémi Flamary, Nicolas Courty, Devis Tuia
Contextual Semantic Interpretability. CoRR (2020)
Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia
RSVQA: Visual Question Answering for Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Shivangi Srivastava, John E. Vargas-Munoz, Sylvain Lobry, Devis Tuia
Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data. Int. J. Geogr. Inf. Sci. 34 (6) (2020)
Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia
RSVQA: Visual Question Answering for Remote Sensing Data. CoRR (2020)
Diego Marcos, Ruth Fong, Sylvain Lobry, Rémi Flamary, Nicolas Courty, Devis Tuia
Contextual Semantic Interpretability. ACCV (4) (2020)
Bharath Bhushan Damodaran, Kilian Fatras, Sylvain Lobry, Rémi Flamary, Devis Tuia, Nicolas Courty
Pushing the right boundaries matters! Wasserstein Adversarial Training for Label Noise. CoRR (2019)
Sylvain Lobry, Devis Tuia
Deep Learning Models to Count Buildings in High-Resolution Overhead Images. JURSE (2019)
Sylvain Lobry, Loïc Denis, Brent Williams, Roger Fjørtoft, Florence Tupin
Water Detection in SWOT HR Images Based on Multiple Markov Random Fields. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (11) (2019)
Sylvain Lobry, Jesse Murray, Diego Marcos, Devis Tuia
Visual Question Answering From Remote Sensing Images. IGARSS (2019)
Benjamin Kellenberger, Diego Marcos, Sylvain Lobry, Devis Tuia
Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery Using Deep CNNs and Active Learning. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Benjamin Kellenberger, Diego Marcos, Sylvain Lobry, Devis Tuia
Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning. CoRR (2019)
Diego Marcos, Sylvain Lobry, Devis Tuia
Semantically Interpretable Activation Maps: what-where-how explanations within CNNs. CoRR (2019)
John E. Vargas-Muñoz, Sylvain Lobry, Alexandre X. Falcão, Devis Tuia
Correcting rural building annotations in OpenStreetMap using convolutional neural networks. CoRR (2019)
Diego Marcos, Sylvain Lobry, Devis Tuia
Semantically Interpretable Activation Maps: what-where-how explanations within CNNs. ICCV Workshops (2019)
Diego Marcos, Benjamin Kellenberger, Sylvain Lobry, Devis Tuia
Scale equivariance in CNNs with vector fields. CoRR (2018)
John E. Vargas-Munoz, Diego Marcos, Sylvain Lobry, Jefersson A. dos Santos, Alexandre X. Falcão, Devis Tuia
Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence. IGARSS (2018)
Weiying Zhao, Sylvain Lobry, Henri Maître, Jean-Marie Nicolas, Florence Tupin
Urban area change detection based on generalized likelihood ratio test. MultiTemp (2017)
Sylvain Lobry, Florence Tupin, Roger Fjørtoft
Unsupervised detection of thin water surfaces in SWOT images based on segment detection and connection. IGARSS (2017)
Sylvain Lobry, Loïc Denis, Florence Tupin, Roger Fjørtoft
Double MRF for water classification in SAR images by joint detection and reflectivity estimation. IGARSS (2017)
Sylvain Lobry, Florence Tupin, Loïc Denis
A decomposition model for scatterers change detection in multi-temporal series of SAR images. IGARSS (2016)
Sylvain Lobry, Loïc Denis, Florence Tupin
Multitemporal SAR Image Decomposition into Strong Scatterers, Background, and Speckle. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
Sylvain Lobry, Loïc Denis, Florence Tupin
Sparse + smooth decomposition models for multi-temporal SAR images. MultiTemp (2015)