| 2025 | ICCV | Comparative Analysis of Image-Based Deep Learning and Genomic Models for Yield and Protein Content Prediction in Winter Wheat. | Xiaoran Chen, Paraskevi Nousi, Mike Boss, Michele Volpi, Lukas Roth |
| 2024 | ECIR | Fine-Tuning Transformers for Toponym Resolution: A Contextual Embedding Approach to Candidate Ranking. | Diego Gomes, Ross S. Purves, Michele Volpi |
| 2017 | ICCV | Rotation Equivariant Vector Field Networks. | Diego Marcos, Michele Volpi, Nikos Komodakis, Devis Tuia |
| 2017 | IGARSS | Joint height estimation and semantic labeling of monocular aerial images with CNNS. | Shivangi Srivastava, Michele Volpi, Devis Tuia |
| 2017 | IGARSS | Fast animal detection in UAV images using convolutional neural networks. | Benjamin Kellenberger, Michele Volpi, Devis Tuia |
| 2016 | ICPR | Learning rotation invariant convolutional filters for texture classification. | Diego Marcos, Michele Volpi, Devis Tuia |
| 2016 | IGARSS | Getting pixels and regions to agree with conditional random fields. | Devis Tuia, Michele Volpi, Gabriele Moser |
| 2016 | IGARSS | Semantic labeling of aerial images by learning class-specific object proposals. | Michele Volpi, Devis Tuia |
| 2016 | IGARSS | Solving structured segmentation of aerial images as puzzles. | Diego Marcos, Michele Volpi, Devis Tuia |
| 2015 | CVPR | Semantic segmentation of urban scenes by learning local class interactions. | Michele Volpi, Vittorio Ferrari |
| 2014 | ICPR | Unsupervised Alignment of Image Manifolds with Centrality Measures. | Devis Tuia, Michele Volpi, Gustau Camps-Valls |
| 2013 | ESANN | Multi-view feature extraction for hyperspectral image classification. | Michele Volpi, Giona Matasci, Mikhail F. Kanevski, Devis Tuia |
| 2013 | IGARSS | Multisensor alignment of image manifolds. | Devis Tuia, Maxime Trolliet, Michele Volpi |
| 2013 | IGARSS | Create the relevant spatial filterbank in the hyperspectral jungle. | Devis Tuia, Michele Volpi, Mauro Dalla Mura, Alain Rakotomamonjy, Rmi Flamary |
| 2013 | IGARSS | Multi-sensor change detection based on nonlinear canonical correlations. | Michele Volpi, Frank de Morsier, Gustavo Camps-Valls, Mikhail F. Kanevski, Devis Tuia |
| 2013 | ICPRAM | Investigating Feature Extraction for Domain Adaptation in Remote Sensing Image Classification. | Giona Matasci, Lorenzo Bruzzone, Michele Volpi, Devis Tuia, Mikhail F. Kanevski |
| 2012 | IGARSS | Enhanced change detection using nonlinear feature extraction. | Michele Volpi, Giona Matasci, Devis Tuia, Mikhail F. Kanevski |
| 2012 | ICPR | Discovering relevant spatial filterbanks for VHR image classification. | Devis Tuia, Mauro Dalla Mura, Michele Volpi, Rmi Flamary, Alain Rakotomamonjy |
| 2011 | IGARSS | Unsupervised change detection in the feature space using kernels. | Michele Volpi, Devis Tuia, Gustavo Camps-Valls, Mikhail F. Kanevski |
| 2010 | IGARSS | Advanced active sampling for remote sensing image classification. | Michele Volpi, Devis Tuia, Mikhail F. Kanevski |