| 2026 | ICPR | Transformer Affinity for Tracking: Efficient Reidentification of Anchor-Based Detections in Non-constant Frame Rate Conditions. | Abdelbadie Belmouhcine, Julien Simon, Sbastien Lefvre |
| 2026 | ICPR | LiDAR-Driven Morphological Feature Spaces for Interactive Scene Analysis. | Florent Guiotte, Sbastien Lefvre, Thomas Corpetti |
| 2026 | ICPR | Spatio-Temporal Pattern Spectra for Analysis of Satellite Image Time Series. | Emilio Raimond, Franois Merciol, Abdelbadie Belmouhcine, Sbastien Lefvre |
| 2025 | CVPR | Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach. | Pierre Adorni, Minh-Tan Pham, Stphane May, Sbastien Lefvre |
| 2025 | ICML | Shaping Fine-Tuning of Geospatial Foundation Models: Effects of Label Availability and Temporal Resolution. | Giovanni Castiglioni, Nicols Gonzalo Isla Fernndez, Cristian Buc Calderon, Javiera Castillo Navarro, Sbastien Lefvre, Valentin Barrire |
| 2024 | IGARSS | Plant Detection from Ultra High Resolution Remote Sensing Images: A Semantic Segmentation Approach Based on Fuzzy Loss. | Shivam Pande, Baki Uzun, Florent Guiotte, Minh-Tan Pham, Thomas Corpetti, Florian Delerue, Sbastien Lefvre |
| 2024 | IGARSS | Mapping Earth Mounds from Space. | Baki Uzun, Shivam Pande, Gwendal Cachin-Bernard, Minh-Tan Pham, Sbastien Lefvre, Rumsais Blatrix, Doyle McKey |
| 2024 | IGARSS | More Labels or Better Labels? A Semantic Segmentation Study Case Using Historical Aerial Images for Tree Delineation. | Vitria Barbosa Ferreira, David Sheeren, Sbastien Lefvre, Stefan Lang |
| 2024 | IGARSS | Landslide Detection in 3D Point Clouds With Deep Siamese Convolutional Network. | Iris de Glis, Thomas Bernard, Dimitri Lague, Thomas Corpetti, Sbastien Lefvre |
| 2023 | ICIP | Unsupervised Anomaly Detection Using Variational Autoencoder with Gaussian Random Field Prior. | Hugo Gangloff, Minh-Tan Pham, Luc Courtrai, Sbastien Lefvre |
| 2023 | IGARSS | Weakly Supervised Marine Animal Detection from Remote Sensing Images Using Vector-Quantized Variational Autoencoder. | Minh-Tan Pham, Hugo Gangloff, Sbastien Lefvre |
| 2023 | IGARSS | Multimodal Object Detection in Remote Sensing. | Abdelbadie Belmouhcine, Jean-Christophe Burnel, Luc Courtrai, Minh-Tan Pham, Sbastien Lefvre |
| 2023 | IGARSS | Graph Dynamic Earth Net: Spatio-Temporal Graph Benchmark for Satellite Image Time Series. | Corentin Dufourg, Charlotte Pelletier, Stphane May, Sbastien Lefvre |
| 2023 | IGARSS | "Low Supervision" Deep Cluster Change Detection (CDCluster) On Remote Sensing RGB Data: Towards The Unsupervising Clustering Framework. | Garcia Fernandez Guglielmo, Iris de Glis, Thomas Corpetti, Sbastien Lefvre, Arnaud Le Bris |
| 2023 | IGARSS | Hyperbolic Variational Auto-Encoder for Remote Sensing Scene Embeddings. | Manal Hamzaoui, Laetitia Chapel, Minh-Tan Pham, Sbastien Lefvre |
| 2023 | IGARSS | Learning UAV-Based Above-Ground Biomass Regression Models in Sparse Training Data Environments. | Felix Krber, Garcia Fernandez Guglielmo, Florent Guiotte, Florian Delerue, Thomas Corpetti, Sbastien Lefvre |
| 2022 | ICPR | Fully Deep Simple Online Real-time Tracking: Efficient Re-Identification by Attention without Explicit Similarity Learning. | Abdelbadie Belmouhcine, Julien Simon, Luc Courtrai, Sbastien Lefvre |
| 2022 | ICPR | Less Labels, More Modalities: A Self-Training Framework to Reuse Pretrained Networks. | Jean-Christophe Burnel, Luc Courtrai, Sbastien Lefvre |
| 2022 | ICPR | Leveraging Vector-Quantized Variational Autoencoder Inner Metrics for Anomaly Detection. | Hugo Gangloff, Minh-Tan Pham, Luc Courtrai, Sbastien Lefvre |
| 2022 | IGARSS | Deep Active Contour Models for Delineating Glacier Calving Fronts. | Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sbastien Lefvre, Xiao Xiang Zhu |
| 2022 | WACV | Low-cost Multispectral Scene Analysis with Modality Distillation. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2021 | BMVC | PDF-Distil: including Prediction Disagreements in Feature-based Distillation for object detection. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2021 | ICIP | Deep Active Learning from Multispectral Data Through Cross-Modality Prediction Inconsistency. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2021 | IGARSS | Classification and Generation of Earth Observation Images Using a Joint Energy-Based Model. | Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Sbastien Lefvre |
| 2021 | IGARSS | Bayesian Deep Learning with Monte Carlo Dropout for Qualification of Semantic Segmentation. | Clment Dechesne, Pierre Lassalle, Sbastien Lefvre |
| 2021 | IGARSS | Benchmarking Change Detection in Urban 3D Point Clouds. | Iris de Glis, Sbastien Lefvre, Thomas Corpetti, Thomas Ristorcelli, Chlo Thnoz, Pierre Lassalle |
| 2021 | WACV | Guided Attentive Feature Fusion for Multispectral Pedestrian Detection. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2020 | ACCV | Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2020 | ECCV | GeoGraph: Graph-Based Multi-view Object Detection with Geometric Cues End-to-End. | Ahmed Samy Nassar, Stefano D'Aronco, Sbastien Lefvre, Jan D. Wegner |
| 2020 | ICIP | Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2020 | ICPR | On Morphological Hierarchies for Image Sequences. | aglayan Tuna, Alain Giros, Franois Merciol, Sbastien Lefvre |
| 2020 | IGARSS | Small Object Detection from Remote Sensing Images with the Help of Object-Focused Super-Resolution Using Wasserstein GANs. | Luc Courtrai, Minh-Tan Pham, Chlo Friguet, Sbastien Lefvre |
| 2020 | IGARSS | Vehicle Detection and Counting from VHR Satellite Images: Efforts and Open Issues. | Alice Froidevaux, Andra Julier, Agustin Lifschitz, Minh-Tan Pham, Romain Dambreville, Sbastien Lefvre, Pierre Lassalle, Thanh-Long Huynh |
| 2019 | ICCV | Simultaneous Multi-View Instance Detection With Learned Geometric Soft-Constraints. | Ahmed Samy Nassar, Sbastien Lefvre, Jan Dirk Wegner |
| 2019 | IGARSS | Attribute Profiles For Satellite Image Time Series. | aglayan Tuna, Franois Merciol, Sbastien Lefvre |
| 2019 | IGARSS | Voxel-Based Attribute Profiles on LIDAR Data for Land Cover Mapping. | Florent Guiotte, Sbastien Lefvre, Thomas Corpetti |
| 2019 | ISMM | Attribute Filtering of Urban Point Clouds Using Max-Tree on Voxel Data. | Florent Guiotte, Sbastien Lefvre, Thomas Corpetti |
| 2018 | CBMI | Active Learning to Assist Annotation of Aerial Images in Environmental Surveys. | Mathieu Laroze, Romain Dambreville, Chlo Friguet, Ewa Kijak, Sbastien Lefvre |
| 2018 | IGARSS | Classification of Remote Sensing Images Using Attribute Profiles and Feature Profiles from Different Trees: A Comparative Study. | Minh-Tan Pham, Erchan Aptoula, Sbastien Lefvre |
| 2018 | IGARSS | Buried Object Detection from B-Scan Ground Penetrating Radar Data Using Faster-RCNN. | Minh-Tan Pham, Sbastien Lefvre |
| 2018 | IGARSS | Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples. | Nicolas Audebert, Bertrand Le Saux, Sbastien Lefvre |
| 2018 | IGARSS | Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark. | Bohao Huang, Kangkang Lu, Nicolas Audebert, Andrew Khalel, Yuliya Tarabalka, Jordan M. Malof, Alexandre Boulch, Bertrand Le Saux, Leslie M. Collins, Kyle Bradbury, Sbastien Lefvre, Motaz El-Saban |
| 2018 | IGARSS | A New Optimized Denoising Method applied to the Spot World Heritage Initiative and its Spot 5 Supermode images. | Antoine Masse, Christophe Latry, Julien Nosavan, Simon Baillarin, Sbastien Lefvre |
| 2017 | CVPR | Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps. | Nicolas Audebert, Bertrand Le Saux, Sbastien Lefvre |
| 2017 | IGARSS | Classification of VHR remote sensing images using local feature-based attribute profiles. | Minh-Tan Pham, Sbastien Lefvre, Erchan Aptoula, Bharath Bhushan Damodaran |
| 2017 | IGARSS | SAR image texture tracking using a pointwise graph-based model for glacier displacement measurement. | Minh-Tan Pham, Grgoire Mercier, Emmanuel Trouv, Sbastien Lefvre |
| 2017 | IGARSS | Deep learning for semantic segmentation of remote sensing images with rich spectral content. | Amina Ben Hamida, Alexandre Benot, Patrick Lambert, Louis Klein, Chokri Ben Amar, Nicolas Audebert, Sbastien Lefvre |
| 2017 | ISMM | Quasi-Flat Zones for Angular Data Simplification. | Erchan Aptoula, Minh-Tan Pham, Sbastien Lefvre |
| 2017 | ISMM | Attribute Profiles from Partitioning Trees. | Petra Bosilj, Bharath Bhushan Damodaran, Erchan Aptoula, Mauro Dalla Mura, Sbastien Lefvre |
| 2016 | ACCV | Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks. | Nicolas Audebert, Bertrand Le Saux, Sbastien Lefvre |
| 2016 | ESANN | A new penalisation term for image retrieval in clique neural networks. | Romain Huet, Nicolas Courty, Sbastien Lefvre |
| 2016 | IGARSS | How useful is region-based classification of remote sensing images in a deep learning framework? | Nicolas Audebert, Bertrand Le Saux, Sbastien Lefvre |
| 2016 | IGARSS | Unsupervised classifier selection approach for hyperspectral image classification. | Bharath Bhushan Damodaran, Nicolas Courty, Sbastien Lefvre |
| 2015 | ACIVS | Buffering Hierarchical Representation of Color Video Streams for Interactive Object Selection. | Franois Merciol, Sbastien Lefvre |
| 2015 | BMVC | Beyond MSER: Maximally Stable Regions using Tree of Shapes. | Petra Bosilj, Ewa Kijak, Sbastien Lefvre |
| 2015 | ICIP | Short local descriptors from 2D connected pattern spectra. | Petra Bosilj, Ewa Kijak, Michael H. F. Wilkinson, Sbastien Lefvre |
| 2015 | IGARSS | Fast building extraction by multiscale analysis of digital surface models. | Franois Merciol, Sbastien Lefvre |
| 2015 | ISMM | GraphBPT: An Efficient Hierarchical Data Structure for Image Representation and Probabilistic Inference. | Abdullah Al-Dujaili, Franois Merciol, Sbastien Lefvre |
| 2015 | ISMM | Local 2D Pattern Spectra as Connected Region Descriptors. | Petra Bosilj, Michael H. F. Wilkinson, Ewa Kijak, Sbastien Lefvre |
| 2015 | ISMM | Adaptive Hit or Miss Transform. | Vladimir Curic, Sbastien Lefvre, Cris L. Luengo Hendriks |
| 2014 | ICIP | An end-member based ordering relation for the morphological description of hyperspectral images. | Erchan Aptoula, Nicolas Courty, Sbastien Lefvre |
| 2013 | ICIAP | Hierarchical Image Representation Simplification Driven by Region Complexity. | Petra Bosilj, Sbastien Lefvre, Ewa Kijak |
| 2013 | ISMM | Vectorial Quasi-flat Zones for Color Image Simplification. | Erhan Aptoula, Jonathan Weber, Sbastien Lefvre |
| 2013 | ISMM | Efficient Schemes for Computing | Jir Havel, Franois Merciol, Sbastien Lefvre |
| 2012 | ICPR | A classwise supervised ordering approach for morphology based hyperspectral image classification. | Nicolas Courty, Erchan Aptoula, Sbastien Lefvre |
| 2012 | IGARSS | Classwise hyperspectral image classification with PerTurbo method. | Laetitia Chapel, Thomas Burger, Nicolas Courty, Sbastien Lefvre |
| 2011 | Interspeech | Topic Segmentation of TV-Streams by Mathematical Morphology and Vectorization. | Vincent Claveau, Sbastien Lefvre |
| 2011 | ISMM | Topic Segmentation: Application of Mathematical Morphology to Textual Data. | Sbastien Lefvre, Vincent Claveau |
| 2011 | ISMM | Toward a New Axiomatic for Hyper-Connections. | Benjamin Perret, Sbastien Lefvre, Christophe Collet |
| 2011 | ISMM | Spatio-temporal Quasi-Flat Zones for Morphological Video Segmentation. | Jonathan Weber, Sbastien Lefvre, Pierre Ganarski |
| 2010 | ICPR | Connected Component Trees for Multivariate Image Processing and Applications in Astronomy. | Benjamin Perret, Sbastien Lefvre, Christophe Collet, ric Slezak |
| 2008 | ICISP | A Multivariate Hit-or-Miss Transform for Conjoint Spatial and Spectral Template Matching. | Jonathan Weber, Sbastien Lefvre |
| 2007 | ACCV | A Basin Morphology Approach to Colour Image Segmentation by Region Merging. | Erchan Aptoula, Sbastien Lefvre |
| 2007 | CAIP | Knowledge from Markers in Watershed Segmentation. | Sbastien Lefvre |
| 2007 | ISMM | On morphological color texture characterization. | Erchan Aptoula, Sbastien Lefvre |
| 2005 | ICDAR | Caption Localisation in Video Sequences by Fusion of Multiple Detectors. | Sbastien Lefvre, Nicole Vincent |
| 2003 | ICIP | A new way to use hidden Markov models for object tracking in video sequences. | Sbastien Lefvre, Emmanuel Bouton, Thierry Brouard, Nicole Vincent |
| 2002 | ICPR | A Two Level Classifier Process for Audio Segmentation. | Sbastien Lefvre, Benjamin Maillard, Nicole Vincent |
| 2000 | ICIP | Unsupervised Segmentation for Automatic Detection of Brain Tumors in MRI. | Anne-Sophie Capelle, Olivier Alata, C. Fernandez, Sbastien Lefvre, J. C. Ferrie |
| 2000 | MVA | A Fast Snake-Based Method to Track Football Player. | Sbastien Lefvre, Cyril Fluck, Benjamin Maillard, Nicole Vincent |