| 2015 | AVSS | Latent subcategory models for pedestrian detection with partial occlusion handling. | Samuele Martelli, Marco San-Biagio, Vittorio Murino |
| 2015 | CVPR | Learning with dataset bias in latent subcategory models. | Dimitris Stamos, Samuele Martelli, Moin Nabi, Andrew M. McDonald, Vittorio Murino, Massimiliano Pontil |
| 2013 | CIARP | Encoding Classes of Unaligned Objects Using Structural Similarity Cross-Covariance Tensors. | Marco San-Biagio, Samuele Martelli, Marco Crocco, Marco Cristani, Vittorio Murino |
| 2013 | ICCV | Heterogeneous Auto-similarities of Characteristics (HASC): Exploiting Relational Information for Classification. | Marco San-Biagio, Marco Crocco, Marco Cristani, Samuele Martelli, Vittorio Murino |
| 2012 | AVSS | Stereo-Based Framework for Pedestrian Detection with Partial Occlusion Handling. | Samuele Martelli, Marco Cristani, Vittorio Murino |
| 2012 | FUSION | Low-level multimodal integration on Riemannian manifolds for automatic pedestrian detection. | Marco San-Biagio, Marco Crocco, Marco Cristani, Samuele Martelli, Vittorio Murino |
| 2012 | ICPR | Joining feature-based and similarity-based pattern description paradigms for object detection. | Samuele Martelli, Marco Cristani, Loris Bazzani, Diego Tosato, Vittorio Murino |
| 2011 | ICIP | Fast FPGA-based architecture for pedestrian detection based on covariance matrices. | Samuele Martelli, Diego Tosato, Marco Cristani, Vittorio Murino |
| 2010 | CVPR | FPGA-based robust ellipse estimation for circular road sign detection. | Samuele Martelli, Roberto Marzotto, Andrea Colombari, Vittorio Murino |